{"id":37908,"topic":"ai","source":"投资界","title":"刚刚，Thinking Machines首发大模型：9750亿参数，完整开放权重 - 投资界","url":"https://news.pedaily.cn/202607/566386.shtml","url_hash":"4cfe620fc57ab533ab82884cd7a88583bc9245c3","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiVkFVX3lxTFBkZGl6RzBSN3RiUlgwQlZWelg3bTFJTW9BcmVfWU8xRXdUMTJsM1ZfXzQwNGFoUjIzWEMtYTJ1RUVoZWgyZ2hsWl9CLUt2M09aejJTZjdn?oc=5\" target=\"_blank\">刚刚，Thinking Machines首发大模型：9750亿参数，完整开放权重</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">投资界</font>","content":"ç± OpenAI åé¦å¸ææ¯å® Mira Murati åç«ç AI ååå ¬å¸ Thinking Machines Labï¼åååå¸äºèªç  AI æ¨¡å Inklingã\nä¸ OpenAIãAnthropic æ Google çæè°æ¨¡åä¸åï¼Inkling æ¯ä¸æ¬¾å¼æ¾æéæ¨¡åï¼å¤é¨å¼åè åä¼ä¸å¯ä»¥ç´æ¥ä¸è½½ï¼å¹¶æ ¹æ®èªèº«éæ±è¿è¡ä¿®æ¹ãæ£å¦å®æ¹ä»ç»çï¼Inkling è½å¤é«æå°å¯¹ææ¬ãå¾ååé³é¢è¿è¡è·¨æ¨¡ææ¨çãä¸æ¤åæ¶ï¼Inkling å®æ´æ¨¡åæéä¹å°å¼æ¾ã\nInkling éç¨æ··åä¸å®¶ Transformer æ¶æï¼æ»åæ°éä¸º 9750 äº¿ï¼æ¿æ´»åæ°éä¸º 410 äº¿ï¼æ¯ææé« 100 ä¸ token çä¸ä¸æçªå£ã\nInkling ä½¿ç¨ 45 ä¸äº¿ token çææ¬ãå¾åãé³é¢åè§é¢æ°æ®å®æé¢è®ç»ãå®æ¯ä¸ä¸ªä¸åè§æ¨¡æ¨¡åå®¶æä¸çé¦ æ¬¾äº§åã\nä¸æ¤åæ¶ï¼Thinking Machines Lab è¿åå¸äº Inkling-Small é¢è§çãè¿æ¯ä¸æ¬¾æ´è½»éçæ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼éç¨ä¸ Inkling ç¸ä¼¼çè®ç»æ¹æ³ï¼è½å¤ä»¥æ´ä½çææ¬åå»¶è¿å®ç°åºè²æ§è½ã\nInkling è½å¤åçå¤çå¹¶æ¨çææ¬ãå¾ååé³é¢ï¼å¹¶éè¿é«æãå¯æ§çæ¨çå¼ºåº¦ï¼å¨ææ¬ä¸æ§è½ä¹é´åå¾å¹³è¡¡ãInkling å¨å¤ä¸ªé¢åé½æè¾å¼ºè¡¨ç°ï¼åæ¶å ·å¤è¶³å¤ççµæ´»æ§ï¼è½å¤éé ä¸åéæ±ã\nå®æ¹è¡¨ç¤ºï¼Inkling å¹¶ä¸æ¯ç®åç»¼åè½åæå¼ºçæ¨¡åï¼æ è®ºä¸å¼æºæ¨¡åè¿æ¯éæºæ¨¡åç¸æ¯é½æ¯å¦æ¤ãå®çä»·å¼å¨äºå¤é¡¹ç¹æ§çç»åï¼ä½¿å ¶æä¸ºéåå®å¶çå¼æ¾æéåºç¡æ¨¡åï¼å æ¬å¤æ¨¡æè½åãé«ææ¨çï¼ä»¥åå¯ä»¥éè¿ Tinker è¿è¡å¾®è°ãæ¾ç¶ï¼è¯¥å ¬å¸è¿½æ±çæ¯åè¡¡å ¨é¢çæ§è½ã\nInkling åªæ¯ä¸ä¸ªå¼å§ãå®æ¯ Thinking Machines Lab åå¸çæ¨¡åå®¶æä¸çç¬¬ ä¸æ¬¾äº§åï¼æªæ¥è¿ä¼å¨æ¤åºç¡ä¸æç»è¿ä»£ã\nä¸ºäºè®©æ¨¡åå®å¶è¦çæ´å¤åºç¨åºæ¯ï¼Thinking Machines Lab å·²å¨ Tinker å¹³å°å¼æ¾ Inkling çå¾®è°è½åã\nå¨è¯¥å ¬å¸çæ¥ï¼éæ©éåå¾®è°çåºç¡æ¨¡åï¼æ¢éè¦åèå¯éåçåºåæµè¯ï¼ä¹ç¦»ä¸å¼å¼åè å¨å®é ä½¿ç¨ä¸å¯¹æ¨¡åé£æ ¼ä¸è¡¨ç°çå¤æãä¸ºæ¤ï¼Tinker æ§å¶å°æ°å¢äº Inkling Playgroundï¼å¼åè å¯ä»¥ç´æ¥ä¸æ¨¡åäº¤äºï¼æ´ç´è§å°äºè§£å ¶è½åç¹ç¹ã\nä¸ºäºè¿ä¸æ¥å±ç¤ºæ¨¡åå®å¶çå®é ææï¼Thinking Machines Lab è¿è¿è¡äºä¸æ¬¡é¢å ·å®éªæ§çå°è¯ï¼è®© Inkling åä¸èªèº«çå¾®è°è¿ç¨ãInkling éè¿ Tinker ç¼åå¾®è°ä»»å¡ãè¿è¡è®ç»æµç¨ï¼å¹¶å¯¹æç»ç»æè¿è¡è¯ä¼°ã\nInkling è½å\nä¸é¢å°å±ç¤º Inkling è½å¤å®æåªäºä»»å¡ï¼ä»¥åå®å¨å¯ä¿¡åº¦ãå®å ¨æ§çéè¦ç»´åº¦ä¸çè¡¨ç°ã\néç¨æ¨¡å\nInkling çè®¾è®¡ç®æ æ¯è¦çå¹¿æ³çä»»å¡ç±»åãè®ç»è¿ç¨ä¸ï¼å®åæ¶é¢åæºè½ä½ãæ¨çãç¼ç¨ãæä»¤éµå¾ªãäºå®åç¡®æ§ãè§è§åé³é¢çä»»å¡å±å¼ï¼èæ²¡æéå¯¹æä¸ä¸ªé¢åè¿è¡ççªä¼åã\nè¿ç§è½åå¹¿åº¦å¯¹äºæ¨¡åå®å¶åå®é åºç¨ååéè¦ãä¸åç¨æ·éè¦æ¨¡åéåºå·®å¼å¾å¤§çå·¥ä½æµç¨ï¼èä¸åªæ¯æ é¿å¨åºåæµè¯ä¸åå¾é«åã\næºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨\nä¸ä¸ªéåå¾®è°çå¼ºå¤§åºç¡æ¨¡åï¼éè¦è½å¤çµæ´»è°ç¨æºè½ä½å·¥å ·ï¼è§£å³å¤ç§ä¸åç±»åçä»»å¡ãå¨å¤§å¤æ°æºè½ä½åºåæµè¯ä¸ï¼Inkling å¨å¼æ¾æéæ¨¡åä¸é½åå¾äºè¾å¥½çæç»©ã\nè®ç»è¿ç¨ä¸ï¼Inkling è¢«ç½®äºå¤ç§ç¼ç¨ä¸æºè½ä½æ¡æ¶ä¸è¿è¡ãå¢éè¿éæºè°æ´äºè®ç»æ¶ä½¿ç¨çå·¥å ·éåå·¥å ·å®ä¹ï¼ä»¥éä½æ¨¡åå¯¹æä¸ç§ç¹å®æ¡æ¶çä¾èµã\nä¸é¢å±ç¤ºå ä¸ª Inkling è¿è¡æºè½ä½ç¼ç¨åå·¥å ·è°ç¨çæ¡ä¾ï¼ä»¥åå®å¨è¿ç¨ä¸çæçææã\nä¸æ¬¡çæï¼One-shotï¼å¸¦æå åµæµè§å¨æä½è½åç Web åºç¨\nInkling éè¿ä¸æ¬¡çæå°±æå»ºåºä¸ä¸ªå¯æ£å¸¸è¿è¡ç Web åºç¨ãéåï¼å®è¿ä¸ºè¯¥åºç¨æä¾äºä¸ä¸ªå åµ AI å©æï¼ç¨æ·å¯ä»¥éè¿èªç¶è¯è¨æä»¤ï¼è®©å©æç´æ¥æä½ Web åºç¨çé¢ã\nDesign Arena\nInkling åå äº Design Arena çæºè½ä½ Web å¼åæè¡æ¦è¯æµãå¨è¯¥è¯æµä¸ï¼å¿åçäººç±»è¯å®¡ä¼å¯¹æ¨¡åçæç Web åºç¨è¿è¡ä¸¤ä¸¤å¯¹æ¯ãè¯æµç»ææ¾ç¤ºï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéæ¨¡åä¹åã\né£æ ¼ç»ä¸çå¤é¡µé¢ææ\nInkling è½å¤åå»ºå¤é¡µé¢çå®æ´ææï¼åç¡®éµå¾ªæä»¤ãåç°å¯é çä¿¡æ¯ï¼å¹¶å¨ä¸åé¡µé¢ä¹é´ä¿æç»ä¸è¿è´¯çè§è§é£æ ¼ä¸è®¾è®¡ã\nå¤äººæ¸¸æ\nå¨ GPT Codex æ ä»»è¯å®¡çæ åµä¸ï¼Inkling æ ¹æ®å ¶åé¦è¿è¡äº 40 è½®è¿ä»£ï¼éæ¥å®åäºä¸æ¬¾å¨çº¿å¤äººè´ªåèæ¸¸æã\nè½å¤æç»å®æé¿å¨æçä¼åï¼å¹¶æ ¹æ®åé¦ä¸ææ¹è¿ï¼æ¯äº§åºé«è´¨éåä½ææçå ³é®è½åã\nå¯æ§çæ¨çå¼ºåº¦\næ¨çæ¶æ©å±è½ååé®é¢è§£å³è½åï¼æ¯è¡¡éæ¨¡åçæ ¸å¿ææ ï¼ä½å¾é¾ç¨ä¸ä¸ªæ°åå®æ´æ¦æ¬ãå¯¹äºå¸æéå¯¹ç¹å®ä»»å¡è¿è¡æ¨¡åå¾®è°çå¼åè æ¥è¯´ï¼æçä¸æ¨¡åå¨å ¬å¼åºåæµè¯ä¸ä»¥æé«æ¨çå¼ºåº¦åå¾çæç»©åæ ·éè¦ãç°å®åºç¨éå¸¸åå°ææ¬åå»¶è¿çä¸¥æ ¼éå¶ï¼å ¶ä¸ï¼ä½å»¶è¿å¯¹äºéè¿æç»è¿ä»£å®ç°åä½ä¸æ¹è¿å°¤ä¸ºå ³é®ã\nInkling æ¯æå¯¹æ¨çå¼ºåº¦è¿è¡è°èï¼è®©å¼åè å¯ä»¥å¨æ§è½ä¸ token æçä¹é´çµæ´»æè¡¡ãä¸å¾å±ç¤ºäº Inkling åå ¶ä»å¼æ¾æéæ¨¡åå¨å¤é¡¹åºåæµè¯ä¸çæ¨çå¼ºåº¦ä¸æ§è½æ²çº¿ï¼å æ¬ç¨äºè¯ä¼°æºè½ä½ç¼ç¨è½åç Terminal Bench 2.1ãç¨äºè¯ä¼°é«çº§æ¨çè½åç HLEï¼ä»¥åç¨äºè¯ä¼°æä»¤éµå¾ªè½åç IFBenchã\nå¨ Terminal Bench ä¸ï¼Inkling åªéä½¿ç¨ Nemotron 3 Ultra ä¸åä¹ä¸ç tokenï¼å°±è½è¾¾å°ç¸åçæ§è½æ°´å¹³ãå¯¹äºéè¦è¿è¡æ°ç¾ä¸æ¬¡ï¼æè¢«åµå ¥é¿æµç¨å·¥ä½æµä¸çæ¨¡åæ¥è¯´ï¼ææ¬ä¸å»¶è¿è³å ³éè¦ãéè¿è§å¯å®æ´çææ¬ä¸æ§è½æ²çº¿ï¼å¼åè å¯ä»¥ä¸ºä¸ååºç¨åºæ¯éæ©æ´åéçæ¨¡åã\nå¤æ¨¡æè½å\nInkling çä¸é¡¹éè¦è®¾è®¡ç®æ ï¼æ¯ä½ä¸º Thinking Machines Lab è¿æåå¸çäº¤äºæ¨¡åç³»ç»ä¸çåå°æ¨çæ¨¡åãäº¤äºæ¨¡åæ¯æç¨æ·éè¿è¯é³åè§è§è¿è¡å®æ¶ãèªç¶çåä½ï¼å æ¤éè¦ä¸ä¸ªç»è¿åçè®ç»ãå ·å¤å¹¿æ³å¤æ¨¡æè½åçæ¨¡åä½ä¸ºåºç¡ã\nInkling çå¤æ¨¡æç»ä»¶ä½¿ç¨éç¨é¢åæ°æ®ä»é¶å¼å§è®ç»ãå¢ééç¨äºä¸äº¤äºæ¨¡åè®¾è®¡ä¸è´çæ ç¼ç å¨æ¶æï¼å¤çé³é¢åè§è§è¾å ¥ãé³é¢ä¿¡å·ä»¥ dMel é¢è°±å¾çå½¢å¼è¾å ¥ï¼å¾ååè¢«ååä¸º 40Ã40 åç´ çå¾ååï¼å¹¶éè¿ä¸ä¸ªåå± hMLP è¿è¡ç¼ç ãéåï¼ä¸¤ç±»è¾å ¥é½ç»è¿è½»éçº§åµå ¥å±è½¬æ¢ï¼å¹¶ä¸ææ¬ token ä¸åè¿è¡å¤çã\nå¨é³é¢æ¹é¢ï¼Inkling è½å¤å®æè¯é³è½¬åãéµå¾ªè¯é³æä»¤ãåçä¸å½é³å å®¹ç¸å ³çé®é¢ï¼å¹¶å¯¹è¾é¿çé³é¢è¿è¡æ¨çãå¨ VoiceBenchãMMAU å AudioMC çåºåæµè¯ä¸ï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéé³é¢æ¨¡åä¹åã\nå¨è§è§æ¹é¢ï¼Inkling æ¯æå¾åè¾å ¥ï¼å¯ä»¥æè¿°è§è§å å®¹ãåçç¸å ³é®é¢ï¼å¹¶åºäºç»å®çè§è§ä¿¡æ¯å±å¼æ·±å ¥æ¨çãå®å¨å¾è¡¨ãç¤ºæå¾åæ°å¦è§è§æ¨çä»»å¡ä¸è¡¨ç°çªåºãæ¨çè¿ç¨ä¸ï¼Inkling è¿å¯ä»¥è°ç¨ Python å·¥å ·ï¼éè¿æ¾å¤§ãè£åªçæä½è¾ å©çè§£å¾åï¼å¹¶å°è§è§æ¨çä¸åºäºä»£ç çæ¨çæ ç¼ç»åã\nä½ä¸ºè¯¥ç³»åçé¦ ä¸ªæ¨¡åï¼Inkling ä¸ºåç»ç ç©¶å»ºç«äºä¸ä¸ªè¾ä¸ºç¨³åºçå¤æ¨¡æåºç¡ãThinking Machines Lab è¡¨ç¤ºï¼éçæ¨¡åè§æ¨¡åè®ç»æµç¨å¨åç»çæ¬ä¸ç»§ç»æ©å±ï¼Inkling çå¤æ¨¡æè½åè¿å°è¿ä¸æ¥æåã\nå¨ FORTRESS åºåæµè¯ä¸ï¼Inkling å±ç°åºäºè¾å¼ºçå ç½®å®å ¨é²æ¤è½åãInkling æç»äºæ´å¤æå®³è¯·æ±ï¼å¯¹æ å®³å¯¹åºé®é¢çè¯¯æçä¹æ´ä½ã\nInkling åºåæµè¯\nå¢éä»å¤ä¸ªè½åç»´åº¦å¯¹ Inkling è¿è¡äºåºåè¯æµãææè¯æµåå°æ¨çå¼ºåº¦è®¾ç½®ä¸º 0.99ï¼æ¸©åº¦è®¾ç½®ä¸º 1.0ãææç¼ç¨ç±»è¯æµçåæ¡è½¨è¿¹æ å¤§token ä¸éåä¸º 25.6 ä¸ã\nä¸ºäºæé«ç»æçä¸è´æ§ï¼å¨æ¡ä»¶å è®¸çæ åµä¸ï¼å¢éå¯¹èªå®¶æ¨¡ååå¤é¨æ¨¡åé½éç¨ç¬¬ä¸æ¹å ¬å¼è¯æµç»æãå ·ä½èè¨ï¼Humanityâs Last ExamãGPQA DiamondãGDPValãTau 3 BankingãAA Omniscience å MMMU Pro çè¯æµåéç¨ Artificial Analysis å ¬å¸çåæ°ã\nInkling çè®ç»è¿ç¨\næ¶æ\nInkling æ¯ä¸æ¬¾æ··åä¸å®¶ Transformer æ¨¡åï¼å¨å¸¸è§æ¶ææ¹æ¡çåºç¡ä¸åäºå é¡¹è°æ´ï¼ä¸»è¦ç¨äºæåæçåé¿ä¸ä¸ææ§è½ã\nå ¶ MoE è®¾è®¡æ´ä½æ²¿ç¨äº DeepSeek-V3 çæè·¯ãæ¯ä¸ª MoE å±å å« 256 ä¸ªè·¯ç±ä¸å®¶å 2 ä¸ªå ±äº«ä¸å®¶ï¼æ¯ä¸ª token ä¼æ¿æ´» 6 ä¸ªè·¯ç±ä¸å®¶ãInkling éç¨åºäº sigmoid çè·¯ç±æºå¶ï¼å¹¶éè¿æ è¾ å©æå¤±çè´è½½åè¡¡åç½®æ¥å¹³è¡¡ä¸å®¶è´è½½ãè¢«éä¸çè·¯ç±ä¸å®¶ä¸å ±äº«ä¸å®¶çå¾åä¼è¿è¡èåå½ä¸åï¼åç¨äºå æç»ååèªçè¾åºã\nå¨æ³¨æåæºå¶æ¹é¢ï¼Inkling ä»¥ 5â¶1 çæ¯ä¾äº¤æ¿è®¾ç½®æ»å¨çªå£æ³¨æåå±åå ¨å±æ³¨æåå±ï¼å¹¶éç¨ 8 ä¸ª KV å¤´ãå¢éåç°ï¼ä¸æ´å¸¸è§çæè½¬ä½ç½®ç¼ç  RoPE ç¸æ¯ï¼ç¸å¯¹ä½ç½®åµå ¥å¨ä½ç½®ç¼ç ä¸è¡¨ç°æ´å¥½ï¼ä¹è½æ´ææå°å¤æ¨å°æ´é¿çåºåã\næ¤å¤ï¼å¢éè¿å¨ä¸¤ä¸ªä½ç½®å¼å ¥äºçå·ç§¯ãä¸ä¸ªä½ç½®ä½äºæ¯ä¸ªæ³¨æåå±ç Key å Value æå½±ä¹åï¼å¦ä¸ä¸ªä½ç½®ä½äºæ³¨æååæ¯å MLP æ®å·®åæ¯çè¾åºå¤ï¼å¨å®ä»¬éæ°æ±å ¥ä¸»æ®å·®æµä¹åè¿è¡å¤çã\nè®ç»\nInkling ä½¿ç¨ 45 ä¸äº¿ token å®æé¢è®ç»ï¼æ°æ®æ¶µçææ¬ãå¾åãé³é¢åè§é¢çå¤ç§å å®¹ç±»åã\nè®ç»éç¨æ··åä¼åçç¥ãå¤§è§æ¨¡ç©éµæéä½¿ç¨ Muon ä¼åå¨ï¼å ¶ä»åæ°ä½¿ç¨ Adam ä¼åå¨ãè¶ åæ°è°åº¦æ¹æ¡ååé´äºå¢éæ¤åå ³äºæ¨¡ååæµå½¢çç ç©¶ãå¢éè¿å°æéè¡°åå¼ºåº¦ä¸å¦ä¹ ççå¹³æ¹ç»å®ãå®éªè¡¨æï¼è¿ç§æ¹æ³è½å¤å¨ä¸åè®ç»å¨æä¸ä¿ææ¨¡åæéæ´ä½è§æ¨¡çç¨³å®ã\nå¨åè®ç»é¶æ®µï¼Inkling è¦çäºæ°å¦ãæºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨ãé³é¢ãå¾åãå¯¹è¯åå®å ¨çå¤ä¸ªé¢åã\nä¸ºäºå¯å¨åè®ç»ï¼å¢éé¦å ä½¿ç¨åææ°æ®è¿è¡äºä¸è½®çç£å¾®è°ãè¿äºæ°æ®ç±å æ¬ Kimi K2.5 å¨å çå¼æ¾æéæ¨¡åçæãè¯¥å¯å¨é¶æ®µåªå ç¨äºè¾å°çè®¡ç®èµæºï¼ç»å¤§é¨åç®åé½æå ¥å°å¤§è§æ¨¡å¼ºåå¦ä¹ ä¸ï¼è®ç»ç¯å¢åæ¶å æ¬åæç¯å¢åäººå·¥æå»ºç¯å¢ã\nInkling æ¯ Thinking Machines Lab é¦æ¬¡å¼å±çå¤§è§æ¨¡æ¨¡åè®ç»ï¼ä½¿ç¨ NVIDIA GB300 NVL72 ç³»ç»å®æãæªæ¥çæ¨¡åå°å¨é¢è®ç»ãåè®ç»åå¼ºåå¦ä¹ çé¶æ®µè¿ä¸æ¥æ©å¤§è®¡ç®è§æ¨¡ã\nå¤§è§æ¨¡å¼ºåå¦ä¹\nå¢ééè¿å¤§è§æ¨¡å¼æ¥å¼ºåå¦ä¹ å¡é æ¨¡åè¡ä¸ºï¼å¹¶æåå ¶æ¨çè½ååæ´ä½æ§è½ã\nä¸å¾å±ç¤ºäºæ¨¡åå¨ä¸ç»çåºæ¨çè¯æµéåä¸çå¾åï¼å ¶ä¸å æ¬ AIMEãHLEãGPQA çæµè¯ãå¼ºåå¦ä¹ æç»æ©å±å°è¶ è¿ 3000 ä¸æ¬¡ rolloutï¼å¹¶å¨ä¸¤æ¬¡æç»æ¶é´è¾é¿çè¿ç»è®ç»ä¸ä¿æç¨³å®ã\nå¨æ´ä¸ªè®ç»è¿ç¨ä¸ï¼æ¨¡åçæ¨çæ§è½æç»åç°å¯¹æ°çº¿æ§å¢é¿ï¼æç»å®ç°äºæ¾èæåã\nå¢ééè¿ä¿®æ¹ç³»ç»æ¶æ¯ï¼å¹¶è°æ´æ¯ä¸ª token çææ¬ï¼ä¸ºä¸åæ ·æ¬è®¾å®ä¸åçæ¨çå¼ºåº¦ãè¿ä½¿æ¨¡åå¨ä¸å rollout ä¸ä½¿ç¨ä¸åæ°éç tokenï¼å¹¶éæ¥å¦ä¼æ§å¶èªèº«çæ¨çå¼ºåº¦ã\nå¢éè¿è§å¯å°ï¼éçå¼ºåå¦ä¹ è®ç»æ¨è¿ï¼æ¨¡åçæ¨çé£æ ¼åºç°äºä¸ç§èªç¶å½¢æçååãæç»´é¾éæ¸åå¾æ´å ç®æ´ï¼åå°äºä¸å¿ è¦çè¯æ³æ§è¡¨è¾¾ï¼åæ¶ä»ç¶ä¿æå¯çè§£æ§ï¼ä¹æ²¡æå½±åæç»çæ¡ã\nè¿ç§ååå¹¶éå¥å±æºå¶å»æå¼å¯¼çç»æï¼åçº¯è¿½æ±æçå°±æ¨å¨äºæç»´é¾çåç¼©ãCognition å¢éè¿æå¨è®ç» SWE-1.7 æ¶ï¼ä¹è§å¯å°äºç±»ä¼¼ç°è±¡ã\nä¸é¢å±ç¤ºäº Inkling å¨åçåä¸éæ°å¦é¢æ¶ï¼å ¶æç»´é¾å¦ä½éçå¼ºåå¦ä¹ è®ç»éæ¥æ¼åã\nInkling-Small\nå¨åå¸ Inkling çåæ¶ï¼Thinking Machines Lab è¿å¸¦æ¥äº Inkling-Small çé¢è§çãå®æ¯ä¸æ¬¾æ»åæ°éä¸º 2760 äº¿çæ··åä¸å®¶æ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼ä½äº Inkling ç 410 äº¿ï¼å¨æ§è½ä¸å»¶è¿ä¹é´æä¾äºä¸åçæè¡¡ã\nå¨å¤é¡¹åºåæµè¯ä¸ï¼Inkling-Small çè¡¨ç°ä¸æ´å¤§è§æ¨¡ç Inkling æå¹³ï¼çè³ææè¶ è¶ãè¿ä¸»è¦å¾çäºå¢ééå¯¹å°æ¨¡åæ¹è¿äºé¢è®ç»æ°æ®åè®ç»æ¹æ¡ã\nä¸¤æ¬¾æ¨¡åéç¨ç¸åçå¯æ©å±åè®ç»ææ¯æ ã\næ©ææµè¯ç»ææ¾ç¤ºï¼Inkling-Small å¨æ¨çåæºè½ä½ä»»å¡ä¸çè¡¨ç°å·²ç»æ¥è¿ Inklingãåå 120 äº¿æ¿æ´»åæ°åå¯æ§çæ¨çå¼ºåº¦ï¼å®å°¤å ¶éåå¯¹ææ¬åå»¶è¿è¾ä¸ºææçå·¥ä½è´è½½ï¼ä¾å¦ç¼ç¨ãä½¿ç¨å¤§æ¨¡åè¿è¡è¯æµæåï¼ä»¥åä¸ºå ¶ä»æ¨¡åçæåææ°æ®ã\nç®åï¼Thinking Machines Lab æ£å¨å®æ Inkling-Small çæåæµè¯ï¼ç¸å ³å·¥ä½ç»æåå°åå¸å®æ´æ¨¡åæéã\nå®å¶ Inkling\nè®¸å¤ç°å®é®é¢ï¼å³ä½¿æ¯è½åæå¼ºçéç¨æ¨¡åä¹é¾ä»¥å¦¥åè§£å³ãéè¿å¾®è°å¼å ¥ä¼ä¸æç»ç»çä¸ä¸ç¥è¯ï¼å¯ä»¥è¿ä¸æ¥å¼¥è¡¥è¿ä¸å·®è·ãTinker å®¢æ·çå®é ä½¿ç¨ç»éªä¹å°è¯äºè¿ä¸ç¹ã\nInkling çåè®ç»ç»æä»¥åå¤§è§æ¨¡å¼ºåå¦ä¹ è¡¨ç°è¡¨æï¼å®è½å¤éè¿å¾®è°å¿«éå¦ä¹ åææ¡æ°çè½åã\nInkling çå¼æ¾ä¸ä½¿ç¨æ¹å¼\nInkling ç®åå·²ç»ä¸çº¿ Tinkerï¼æä¾ 6.4 ä¸å 25.6 ä¸ token ä¸¤ç§ä¸ä¸æé¿åº¦ãéæ¶æé´ï¼Inkling çä½¿ç¨ä»·æ ¼äº«åäºæä¼æ ï¼å®æ´å®ä»·ä¿¡æ¯å¯å¨å®æ¹ææ¡£ä¸æ¥çã\nä¸ºäºå¸®å© Tinker ç¨æ·æ´æ¹ä¾¿å°å¾®è° Inklingï¼å¢éæ´æ°äº Cookbookï¼ä½¿å ¶åçæ¯æ Inklingï¼å¹¶æ°å¢äºä¸å¥ç¤ºä¾æ¹æ¡ï¼ç¨äºå±ç¤º Inkling ç¬ç¹çé³é¢è½åã\nå¢éè¿åå¸äº tml-rendererï¼æ¯æå¨å å«å·¥å ·è°ç¨ãæ¨çå å®¹åå¤æ¨¡æè¾å ¥çåºæ¯ä¸ï¼æ´å¯é å°è¿è¡éæ ·ååè®ç»ã\nå¨æ£å¼å¯å¨è®ç»ä»»å¡ä¹åï¼ç¨æ·å¯ä»¥å è¿å ¥ Tinker æ§å¶å°ä¸ç Inkling Playground ä½éªæ¨¡åãè¯¥åè½æä¾èå¤©çé¢ï¼å¹¶éæäºæºè½ä½å¼ç½ç»æç´¢è½åï¼éæ¶å è´¹å¼æ¾ã\nThinking Machines Lab è¿ä¸å¤å®¶çæåä½ä¼ä¼´å±å¼åä½ï¼å¸®å©å®¢æ·é¨ç½²å¨ Tinker ä¸å¾®è°å¾å°çæ¨¡åæ£æ¥ç¹ã\nInkling å·²ç»å¯ä»¥éè¿ Together AIãFireworksãModalãDatabricks å Baseten ç API ä½¿ç¨ã\nå¨å¼æºæ¨çåå¼ºåå¦ä¹ æ¯ææ¹é¢ï¼å¢éä¸ RadixArk åä½ï¼ä¸º SGLang å Miles æä¾æ¯æï¼ä¸ Inferact åä½éé  vLLMï¼ä¸ Lightseek åä½æ¯æ TokenSpeed æ¨çï¼ä¸ Unsloth åä½æ¯æ llama.cppï¼åæ¶è¿ä¸ Hugging Face åä½ï¼å®æäºå¯¹ Transformers çéæã\nInkling çå®æ´æ¨¡åæéå·²ç»åå¸å¨ Hugging Face ä¸ï¼å æ¬åå§æ¨¡åæ£æ¥ç¹ï¼ä»¥åé¢å NVIDIA Blackwell ç³»ç»é«ææ¨çç NVFP4 æ£æ¥ç¹ã\nåèé¾æ¥ï¼https://thinkingmachines.ai/news/introducing-inkling/\nãæ¬æç±æèµçåä½ä¼ä¼´æºå¨ä¹å¿ææåå¸ï¼æ¬å¹³å°ä»\næä¾ä¿¡æ¯åå¨æå¡ãã\nãå\nè´£å£°æãï¼æ¬æä¸ææä»»ä½æèµå»ºè®®ãå¸åºæé£é©ï¼æèµéè°¨æ\nã\nå¦æä»»ä½çé®ï¼è¯·èç³»ï¼editor@zero2ipo.com.cnï¼æèµçå¤çã","image_url":"https://pic2.pedaily.cn/25/202507/20250703@821696.jpg","lang":"zh","published_at":"2026-07-16T01:48:00+00:00","fetched_at":"2026-07-16T02:15:08+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"ç± OpenAI åé¦å¸ææ¯å® Mira Murati åç«ç AI ååå ¬å¸ Thinking Machines Labï¼åååå¸äºèªç  AI æ¨¡å Inklingã\nä¸ OpenAIãAnthropic æ Google çæè°æ¨¡åä¸åï¼Inkling æ¯ä¸æ¬¾å¼æ¾æéæ¨¡åï¼å¤é¨å¼åè åä¼ä¸å¯ä»¥ç´æ¥ä¸è½½ï¼å¹¶æ ¹æ®èªèº«éæ±è¿è¡ä¿®æ¹ãæ£å¦å®æ¹ä»ç»çï¼Inkling è½å¤é«æå°å¯¹ææ¬ãå¾ååé³é¢è¿è¡è·¨æ¨¡ææ¨çãä¸æ¤åæ¶ï¼Inkling å®æ´æ¨¡åæéä¹å°å¼æ¾ã\nInkling éç¨æ··åä¸å®¶ Transformer æ¶æï¼æ»åæ°éä¸º 9750 äº¿ï¼æ¿æ´»åæ°éä¸º 410 äº¿ï¼æ¯ææé« 100 ä¸ token çä¸ä¸æçªå£ã\nInkling ä½¿ç¨ 45 ä¸äº¿ token çææ¬ãå¾åãé³é¢åè§é¢æ°æ®å®æé¢è®ç»ãå®æ¯ä¸ä¸ªä¸åè§æ¨¡æ¨¡åå®¶æä¸çé¦ æ¬¾äº§åã\nä¸æ¤åæ¶ï¼Thinking Machines Lab è¿åå¸äº Inkling-Small é¢è§çãè¿æ¯ä¸æ¬¾æ´è½»éçæ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼éç¨ä¸ Inkling ç¸ä¼¼çè®ç»æ¹æ³ï¼è½å¤ä»¥æ´ä½çææ¬åå»¶è¿å®ç°åºè²æ§è½ã\nInkling è½å¤åçå¤çå¹¶æ¨çææ¬ãå¾ååé³é¢ï¼å¹¶éè¿é«æãå¯æ§çæ¨çå¼ºåº¦ï¼å¨ææ¬ä¸æ§è½ä¹é´åå¾å¹³è¡¡ãInkling å¨å¤ä¸ªé¢åé½æè¾å¼ºè¡¨ç°ï¼åæ¶å ·å¤è¶³å¤ççµæ´»æ§ï¼è½å¤éé ä¸åéæ±ã\nå®æ¹è¡¨ç¤ºï¼Inkling å¹¶ä¸æ¯ç®åç»¼åè½åæå¼ºçæ¨¡åï¼æ è®ºä¸å¼æºæ¨¡åè¿æ¯éæºæ¨¡åç¸æ¯é½æ¯å¦æ¤ãå®çä»·å¼å¨äºå¤é¡¹ç¹æ§çç»åï¼ä½¿å ¶æä¸ºéåå®å¶çå¼æ¾æéåºç¡æ¨¡åï¼å æ¬å¤æ¨¡æè½åãé«ææ¨çï¼ä»¥åå¯ä»¥éè¿ Tinker è¿è¡å¾®è°ãæ¾ç¶ï¼è¯¥å ¬å¸è¿½æ±çæ¯åè¡¡å ¨é¢çæ§è½ã\nInkling åªæ¯ä¸ä¸ªå¼å§ãå®æ¯ Thinking Machines Lab åå¸çæ¨¡åå®¶æä¸çç¬¬ ä¸æ¬¾äº§åï¼æªæ¥è¿ä¼å¨æ¤åºç¡ä¸æç»è¿ä»£ã\nä¸ºäºè®©æ¨¡åå®å¶è¦çæ´å¤åºç¨åºæ¯ï¼Thinking Machines Lab å·²å¨ Tinker å¹³å°å¼æ¾ Inkling çå¾®è°è½åã\nå¨è¯¥å ¬å¸çæ¥ï¼éæ©éåå¾®è°çåºç¡æ¨¡åï¼æ¢éè¦åèå¯éåçåºåæµè¯ï¼ä¹ç¦»ä¸å¼å¼åè å¨å®é ä½¿ç¨ä¸å¯¹æ¨¡åé£æ ¼ä¸è¡¨ç°çå¤æãä¸ºæ¤ï¼Tinker æ§å¶å°æ°å¢äº Inkling Playgroundï¼å¼åè å¯ä»¥ç´æ¥ä¸æ¨¡åäº¤äºï¼æ´ç´è§å°äºè§£å ¶è½åç¹ç¹ã\nä¸ºäºè¿ä¸æ¥å±ç¤ºæ¨¡åå®å¶çå®é ææï¼Thinking Machines Lab è¿è¿è¡äºä¸æ¬¡é¢å ·å®éªæ§çå°è¯ï¼è®© Inkling åä¸èªèº«çå¾®è°è¿ç¨ãInkling éè¿ Tinker ç¼åå¾®è°ä»»å¡ãè¿è¡è®ç»æµç¨ï¼å¹¶å¯¹æç»ç»æè¿è¡è¯ä¼°ã\nInkling è½å\nä¸é¢å°å±ç¤º Inkling è½å¤å®æåªäºä»»å¡ï¼ä»¥åå®å¨å¯ä¿¡åº¦ãå®å ¨æ§çéè¦ç»´åº¦ä¸çè¡¨ç°ã\néç¨æ¨¡å\nInkling çè®¾è®¡ç®æ æ¯è¦çå¹¿æ³çä»»å¡ç±»åãè®ç»è¿ç¨ä¸ï¼å®åæ¶é¢åæºè½ä½ãæ¨çãç¼ç¨ãæä»¤éµå¾ªãäºå®åç¡®æ§ãè§è§åé³é¢çä»»å¡å±å¼ï¼èæ²¡æéå¯¹æä¸ä¸ªé¢åè¿è¡ççªä¼åã\nè¿ç§è½åå¹¿åº¦å¯¹äºæ¨¡åå®å¶åå®é åºç¨ååéè¦ãä¸åç¨æ·éè¦æ¨¡åéåºå·®å¼å¾å¤§çå·¥ä½æµç¨ï¼èä¸åªæ¯æ é¿å¨åºåæµè¯ä¸åå¾é«åã\næºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨\nä¸ä¸ªéåå¾®è°çå¼ºå¤§åºç¡æ¨¡åï¼éè¦è½å¤çµæ´»è°ç¨æºè½ä½å·¥å ·ï¼è§£å³å¤ç§ä¸åç±»åçä»»å¡ãå¨å¤§å¤æ°æºè½ä½åºåæµè¯ä¸ï¼Inkling å¨å¼æ¾æéæ¨¡åä¸é½åå¾äºè¾å¥½çæç»©ã\nè®ç»è¿ç¨ä¸ï¼Inkling è¢«ç½®äºå¤ç§ç¼ç¨ä¸æºè½ä½æ¡æ¶ä¸è¿è¡ãå¢éè¿éæºè°æ´äºè®ç»æ¶ä½¿ç¨çå·¥å ·éåå·¥å ·å®ä¹ï¼ä»¥éä½æ¨¡åå¯¹æä¸ç§ç¹å®æ¡æ¶çä¾èµã\nä¸é¢å±ç¤ºå ä¸ª Inkling è¿è¡æºè½ä½ç¼ç¨åå·¥å ·è°ç¨çæ¡ä¾ï¼ä»¥åå®å¨è¿ç¨ä¸çæçææã\nä¸æ¬¡çæï¼One-shotï¼å¸¦æå åµæµè§å¨æä½è½åç Web åºç¨\nInkling éè¿ä¸æ¬¡çæå°±æå»ºåºä¸ä¸ªå¯æ£å¸¸è¿è¡ç Web åºç¨ãéåï¼å®è¿ä¸ºè¯¥åºç¨æä¾äºä¸ä¸ªå åµ AI å©æï¼ç¨æ·å¯ä»¥éè¿èªç¶è¯è¨æä»¤ï¼è®©å©æç´æ¥æä½ Web åºç¨çé¢ã\nDesign Arena\nInkling åå äº Design Arena çæºè½ä½ Web å¼åæè¡æ¦è¯æµãå¨è¯¥è¯æµä¸ï¼å¿åçäººç±»è¯å®¡ä¼å¯¹æ¨¡åçæç Web åºç¨è¿è¡ä¸¤ä¸¤å¯¹æ¯ãè¯æµç»ææ¾ç¤ºï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéæ¨¡åä¹åã\né£æ ¼ç»ä¸çå¤é¡µé¢ææ\nInkling è½å¤åå»ºå¤é¡µé¢çå®æ´ææï¼åç¡®éµå¾ªæä»¤ãåç°å¯é çä¿¡æ¯ï¼å¹¶å¨ä¸åé¡µé¢ä¹é´ä¿æç»ä¸è¿è´¯çè§è§é£æ ¼ä¸è®¾è®¡ã\nå¤äººæ¸¸æ\nå¨ GPT Codex æ ä»»è¯å®¡çæ åµä¸ï¼Inkling æ ¹æ®å ¶åé¦è¿è¡äº 40 è½®è¿ä»£ï¼éæ¥å®åäºä¸æ¬¾å¨çº¿å¤äººè´ªåèæ¸¸æã\nè½å¤æç»å®æé¿å¨æçä¼åï¼å¹¶æ ¹æ®åé¦ä¸ææ¹è¿ï¼æ¯äº§åºé«è´¨éåä½ææçå ³é®è½åã\nå¯æ§çæ¨çå¼ºåº¦\næ¨çæ¶æ©å±è½ååé®é¢è§£å³è½åï¼æ¯è¡¡éæ¨¡åçæ ¸å¿ææ ï¼ä½å¾é¾ç¨ä¸ä¸ªæ°åå®æ´æ¦æ¬ãå¯¹äºå¸æéå¯¹ç¹å®ä»»å¡è¿è¡æ¨¡åå¾®è°çå¼åè æ¥è¯´ï¼æçä¸æ¨¡åå¨å ¬å¼åºåæµè¯ä¸ä»¥æé«æ¨çå¼ºåº¦åå¾çæç»©åæ ·éè¦ãç°å®åºç¨éå¸¸åå°ææ¬åå»¶è¿çä¸¥æ ¼éå¶ï¼å ¶ä¸ï¼ä½å»¶è¿å¯¹äºéè¿æç»è¿ä»£å®ç°åä½ä¸æ¹è¿å°¤ä¸ºå ³é®ã\nInkling æ¯æå¯¹æ¨çå¼ºåº¦è¿è¡è°èï¼è®©å¼åè å¯ä»¥å¨æ§è½ä¸ token æçä¹é´çµæ´»æè¡¡ãä¸å¾å±ç¤ºäº Inkling åå ¶ä»å¼æ¾æéæ¨¡åå¨å¤é¡¹åºåæµè¯ä¸çæ¨çå¼ºåº¦ä¸æ§è½æ²çº¿ï¼å æ¬ç¨äºè¯ä¼°æºè½ä½ç¼ç¨è½åç Terminal Bench 2.1ãç¨äºè¯ä¼°é«çº§æ¨çè½åç HLEï¼ä»¥åç¨äºè¯ä¼°æä»¤éµå¾ªè½åç IFBenchã\nå¨ Terminal Bench ä¸ï¼Inkling åªéä½¿ç¨ Nemotron 3 Ultra ä¸åä¹ä¸ç tokenï¼å°±è½è¾¾å°ç¸åçæ§è½æ°´å¹³ãå¯¹äºéè¦è¿è¡æ°ç¾ä¸æ¬¡ï¼æè¢«åµå ¥é¿æµç¨å·¥ä½æµä¸çæ¨¡åæ¥è¯´ï¼ææ¬ä¸å»¶è¿è³å ³éè¦ãéè¿è§å¯å®æ´çææ¬ä¸æ§è½æ²çº¿ï¼å¼åè å¯ä»¥ä¸ºä¸ååºç¨åºæ¯éæ©æ´åéçæ¨¡åã\nå¤æ¨¡æè½å\nInkling çä¸é¡¹éè¦è®¾è®¡ç®æ ï¼æ¯ä½ä¸º Thinking Machines Lab è¿æåå¸çäº¤äºæ¨¡åç³»ç»ä¸çåå°æ¨çæ¨¡åãäº¤äºæ¨¡åæ¯æç¨æ·éè¿è¯é³åè§è§è¿è¡å®æ¶ãèªç¶çåä½ï¼å æ¤éè¦ä¸ä¸ªç»è¿åçè®ç»ãå ·å¤å¹¿æ³å¤æ¨¡æè½åçæ¨¡åä½ä¸ºåºç¡ã\nInkling çå¤æ¨¡æç»ä»¶ä½¿ç¨éç¨é¢åæ°æ®ä»é¶å¼å§è®ç»ãå¢ééç¨äºä¸äº¤äºæ¨¡åè®¾è®¡ä¸è´çæ ç¼ç å¨æ¶æï¼å¤çé³é¢åè§è§è¾å ¥ãé³é¢ä¿¡å·ä»¥ dMel é¢è°±å¾çå½¢å¼è¾å ¥ï¼å¾ååè¢«ååä¸º 40Ã40 åç´ çå¾ååï¼å¹¶éè¿ä¸ä¸ªåå± hMLP è¿è¡ç¼ç ãéåï¼ä¸¤ç±»è¾å ¥é½ç»è¿è½»éçº§åµå ¥å±è½¬æ¢ï¼å¹¶ä¸ææ¬ token ä¸åè¿è¡å¤çã\nå¨é³é¢æ¹é¢ï¼Inkling è½å¤å®æè¯é³è½¬åãéµå¾ªè¯é³æä»¤ãåçä¸å½é³å å®¹ç¸å ³çé®é¢ï¼å¹¶å¯¹è¾é¿çé³é¢è¿è¡æ¨çãå¨ VoiceBenchãMMAU å AudioMC çåºåæµè¯ä¸ï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéé³é¢æ¨¡åä¹åã\nå¨è§è§æ¹é¢ï¼Inkling æ¯æå¾åè¾å ¥ï¼å¯ä»¥æè¿°è§è§å å®¹ãåçç¸å ³é®é¢ï¼å¹¶åºäºç»å®çè§è§ä¿¡æ¯å±å¼æ·±å ¥æ¨çãå®å¨å¾è¡¨ãç¤ºæå¾åæ°å¦è§è§æ¨çä»»å¡ä¸è¡¨ç°çªåºãæ¨çè¿ç¨ä¸ï¼Inkling è¿å¯ä»¥è°ç¨ Python å·¥å ·ï¼éè¿æ¾å¤§ãè£åªçæä½è¾ å©çè§£å¾åï¼å¹¶å°è§è§æ¨çä¸åºäºä»£ç çæ¨çæ ç¼ç»åã\nä½ä¸ºè¯¥ç³»åçé¦ ä¸ªæ¨¡åï¼Inkling ä¸ºåç»ç ç©¶å»ºç«äºä¸ä¸ªè¾ä¸ºç¨³åºçå¤æ¨¡æåºç¡ãThinking Machines Lab è¡¨ç¤ºï¼éçæ¨¡åè§æ¨¡åè®ç»æµç¨å¨åç»çæ¬ä¸ç»§ç»æ©å±ï¼Inkling çå¤æ¨¡æè½åè¿å°è¿ä¸æ¥æåã\nå¨ FORTRESS åºåæµè¯ä¸ï¼Inkling å±ç°åºäºè¾å¼ºçå ç½®å®å ¨é²æ¤è½åãInkling æç»äºæ´å¤æå®³è¯·æ±ï¼å¯¹æ å®³å¯¹åºé®é¢çè¯¯æçä¹æ´ä½ã\nInkling åºåæµè¯\nå¢éä»å¤ä¸ªè½åç»´åº¦å¯¹ Inkling è¿è¡äºåºåè¯æµãææè¯æµåå°æ¨çå¼ºåº¦è®¾ç½®ä¸º 0.99ï¼æ¸©åº¦è®¾ç½®ä¸º 1.0ãææç¼ç¨ç±»è¯æµçåæ¡è½¨è¿¹æ å¤§token ä¸éåä¸º 25.6 ä¸ã\nä¸ºäºæé«ç»æçä¸è´æ§ï¼å¨æ¡ä»¶å è®¸çæ åµä¸ï¼å¢éå¯¹èªå®¶æ¨¡ååå¤é¨æ¨¡åé½éç¨ç¬¬ä¸æ¹å ¬å¼è¯æµç»æãå ·ä½èè¨ï¼Humanityâs Last ExamãGPQA DiamondãGDPValãTau 3 BankingãAA Omniscience å MMMU Pro çè¯æµåéç¨ Artificial Analysis å ¬å¸çåæ°ã\nInkling çè®ç»è¿ç¨\næ¶æ\nInkling æ¯ä¸æ¬¾æ··åä¸å®¶ Transformer æ¨¡åï¼å¨å¸¸è§æ¶ææ¹æ¡çåºç¡ä¸åäºå é¡¹è°æ´ï¼ä¸»è¦ç¨äºæåæçåé¿ä¸ä¸ææ§è½ã\nå ¶ MoE è®¾è®¡æ´ä½æ²¿ç¨äº DeepSeek-V3 çæè·¯ãæ¯ä¸ª MoE å±å å« 256 ä¸ªè·¯ç±ä¸å®¶å 2 ä¸ªå ±äº«ä¸å®¶ï¼æ¯ä¸ª token ä¼æ¿æ´» 6 ä¸ªè·¯ç±ä¸å®¶ãInkling éç¨åºäº sigmoid çè·¯ç±æºå¶ï¼å¹¶éè¿æ è¾ å©æå¤±çè´è½½åè¡¡åç½®æ¥å¹³è¡¡ä¸å®¶è´è½½ãè¢«éä¸çè·¯ç±ä¸å®¶ä¸å ±äº«ä¸å®¶çå¾åä¼è¿è¡èåå½ä¸åï¼åç¨äºå æç»ååèªçè¾åºã\nå¨æ³¨æåæºå¶æ¹é¢ï¼Inkling ä»¥ 5â¶1 çæ¯ä¾äº¤æ¿è®¾ç½®æ»å¨çªå£æ³¨æåå±åå ¨å±æ³¨æåå±ï¼å¹¶éç¨ 8 ä¸ª KV å¤´ãå¢éåç°ï¼ä¸æ´å¸¸è§çæè½¬ä½ç½®ç¼ç  RoPE ç¸æ¯ï¼ç¸å¯¹ä½ç½®åµå ¥å¨ä½ç½®ç¼ç ä¸è¡¨ç°æ´å¥½ï¼ä¹è½æ´ææå°å¤æ¨å°æ´é¿çåºåã\næ¤å¤ï¼å¢éè¿å¨ä¸¤ä¸ªä½ç½®å¼å ¥äºçå·ç§¯ãä¸ä¸ªä½ç½®ä½äºæ¯ä¸ªæ³¨æåå±ç Key å Value æå½±ä¹åï¼å¦ä¸ä¸ªä½ç½®ä½äºæ³¨æååæ¯å MLP æ®å·®åæ¯çè¾åºå¤ï¼å¨å®ä»¬éæ°æ±å ¥ä¸»æ®å·®æµä¹åè¿è¡å¤çã\nè®ç»\nInkling ä½¿ç¨ 45 ä¸äº¿ token å®æé¢è®ç»ï¼æ°æ®æ¶µçææ¬ãå¾åãé³é¢åè§é¢çå¤ç§å å®¹ç±»åã\nè®ç»éç¨æ··åä¼åçç¥ãå¤§è§æ¨¡ç©éµæéä½¿ç¨ Muon ä¼åå¨ï¼å ¶ä»åæ°ä½¿ç¨ Adam ä¼åå¨ãè¶ åæ°è°åº¦æ¹æ¡ååé´äºå¢éæ¤åå ³äºæ¨¡ååæµå½¢çç ç©¶ãå¢éè¿å°æéè¡°åå¼ºåº¦ä¸å¦ä¹ ççå¹³æ¹ç»å®ãå®éªè¡¨æï¼è¿ç§æ¹æ³è½å¤å¨ä¸åè®ç»å¨æä¸ä¿ææ¨¡åæéæ´ä½è§æ¨¡çç¨³å®ã\nå¨åè®ç»é¶æ®µï¼Inkling è¦çäºæ°å¦ãæºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨ãé³é¢ãå¾åãå¯¹è¯åå®å ¨çå¤ä¸ªé¢åã\nä¸ºäºå¯å¨åè®ç»ï¼å¢éé¦å ä½¿ç¨åææ°æ®è¿è¡äºä¸è½®çç£å¾®è°ãè¿äºæ°æ®ç±å æ¬ Kimi K2.5 å¨å çå¼æ¾æéæ¨¡åçæãè¯¥å¯å¨é¶æ®µåªå ç¨äºè¾å°çè®¡ç®èµæºï¼ç»å¤§é¨åç®åé½æå ¥å°å¤§è§æ¨¡å¼ºåå¦ä¹ ä¸ï¼è®ç»ç¯å¢åæ¶å æ¬åæç¯å¢åäººå·¥æå»ºç¯å¢ã\nInkling æ¯ Thinking Machines Lab é¦æ¬¡å¼å±çå¤§è§æ¨¡æ¨¡åè®ç»ï¼ä½¿ç¨ NVIDIA GB300 NVL72 ç³»ç»å®æãæªæ¥çæ¨¡åå°å¨é¢è®ç»ãåè®ç»åå¼ºåå¦ä¹ çé¶æ®µè¿ä¸æ¥æ©å¤§è®¡ç®è§æ¨¡ã\nå¤§è§æ¨¡å¼ºåå¦ä¹\nå¢ééè¿å¤§è§æ¨¡å¼æ¥å¼ºåå¦ä¹ å¡é æ¨¡åè¡ä¸ºï¼å¹¶æåå ¶æ¨çè½ååæ´ä½æ§è½ã\nä¸å¾å±ç¤ºäºæ¨¡åå¨ä¸ç»çåºæ¨çè¯æµéåä¸çå¾åï¼å ¶ä¸å æ¬ AIMEãHLEãGPQA çæµè¯ãå¼ºåå¦ä¹ æç»æ©å±å°è¶ è¿ 3000 ä¸æ¬¡ rolloutï¼å¹¶å¨ä¸¤æ¬¡æç»æ¶é´è¾é¿çè¿ç»è®ç»ä¸ä¿æç¨³å®ã\nå¨æ´ä¸ªè®ç»è¿ç¨ä¸ï¼æ¨¡åçæ¨çæ§è½æç»åç°å¯¹æ°çº¿æ§å¢é¿ï¼æç»å®ç°äºæ¾èæåã\nå¢ééè¿ä¿®æ¹ç³»ç»æ¶æ¯ï¼å¹¶è°æ´æ¯ä¸ª token çææ¬ï¼ä¸ºä¸åæ ·æ¬è®¾å®ä¸åçæ¨çå¼ºåº¦ãè¿ä½¿æ¨¡åå¨ä¸å rollout ä¸ä½¿ç¨ä¸åæ°éç tokenï¼å¹¶éæ¥å¦ä¼æ§å¶èªèº«çæ¨çå¼ºåº¦ã\nå¢éè¿è§å¯å°ï¼éçå¼ºåå¦ä¹ è®ç»æ¨è¿ï¼æ¨¡åçæ¨çé£æ ¼åºç°äºä¸ç§èªç¶å½¢æçååãæç»´é¾éæ¸åå¾æ´å ç®æ´ï¼åå°äºä¸å¿ è¦çè¯æ³æ§è¡¨è¾¾ï¼åæ¶ä»ç¶ä¿æå¯çè§£æ§ï¼ä¹æ²¡æå½±åæç»çæ¡ã\nè¿ç§ååå¹¶éå¥å±æºå¶å»æå¼å¯¼çç»æï¼åçº¯è¿½æ±æçå°±æ¨å¨äºæç»´é¾çåç¼©ãCognition å¢éè¿æå¨è®ç» SWE-1.7 æ¶ï¼ä¹è§å¯å°äºç±»ä¼¼ç°è±¡ã\nä¸é¢å±ç¤ºäº Inkling å¨åçåä¸éæ°å¦é¢æ¶ï¼å ¶æç»´é¾å¦ä½éçå¼ºåå¦ä¹ è®ç»éæ¥æ¼åã\nInkling-Small\nå¨åå¸ Inkling çåæ¶ï¼Thinking Machines Lab è¿å¸¦æ¥äº Inkling-Small çé¢è§çãå®æ¯ä¸æ¬¾æ»åæ°éä¸º 2760 äº¿çæ··åä¸å®¶æ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼ä½äº Inkling ç 410 äº¿ï¼å¨æ§è½ä¸å»¶è¿ä¹é´æä¾äºä¸åçæè¡¡ã\nå¨å¤é¡¹åºåæµè¯ä¸ï¼Inkling-Small çè¡¨ç°ä¸æ´å¤§è§æ¨¡ç Inkling æå¹³ï¼çè³ææè¶ è¶ãè¿ä¸»è¦å¾çäºå¢ééå¯¹å°æ¨¡åæ¹è¿äºé¢è®ç»æ°æ®åè®ç»æ¹æ¡ã\nä¸¤æ¬¾æ¨¡åéç¨ç¸åçå¯æ©å±åè®ç»ææ¯æ ã\næ©ææµè¯ç»ææ¾ç¤ºï¼Inkling-Small å¨æ¨çåæºè½ä½ä»»å¡ä¸çè¡¨ç°å·²ç»æ¥è¿ Inklingãåå 120 äº¿æ¿æ´»åæ°åå¯æ§çæ¨çå¼ºåº¦ï¼å®å°¤å ¶éåå¯¹ææ¬åå»¶è¿è¾ä¸ºææçå·¥ä½è´è½½ï¼ä¾å¦ç¼ç¨ãä½¿ç¨å¤§æ¨¡åè¿è¡è¯æµæåï¼ä»¥åä¸ºå ¶ä»æ¨¡åçæåææ°æ®ã\nç®åï¼Thinking Machines Lab æ£å¨å®æ Inkling-Small çæåæµè¯ï¼ç¸å ³å·¥ä½ç»æåå°åå¸å®æ´æ¨¡åæéã\nå®å¶ Inkling\nè®¸å¤ç°å®é®é¢ï¼å³ä½¿æ¯è½åæå¼ºçéç¨æ¨¡åä¹é¾ä»¥å¦¥åè§£å³ãéè¿å¾®è°å¼å ¥ä¼ä¸æç»ç»çä¸ä¸ç¥è¯ï¼å¯ä»¥è¿ä¸æ¥å¼¥è¡¥è¿ä¸å·®è·ãTinker å®¢æ·çå®é ä½¿ç¨ç»éªä¹å°è¯äºè¿ä¸ç¹ã\nInkling çåè®ç»ç»æä»¥åå¤§è§æ¨¡å¼ºåå¦ä¹ è¡¨ç°è¡¨æï¼å®è½å¤éè¿å¾®è°å¿«éå¦ä¹ åææ¡æ°çè½åã\nInkling çå¼æ¾ä¸ä½¿ç¨æ¹å¼\nInkling ç®åå·²ç»ä¸çº¿ Tinkerï¼æä¾ 6.4 ä¸å 25.6 ä¸ token ä¸¤ç§ä¸ä¸æé¿åº¦ãéæ¶æé´ï¼Inkling çä½¿ç¨ä»·æ ¼äº«åäºæä¼æ ï¼å®æ´å®ä»·ä¿¡æ¯å¯å¨å®æ¹ææ¡£ä¸æ¥çã\nä¸ºäºå¸®å© Tinker ç¨æ·æ´æ¹ä¾¿å°å¾®è° Inklingï¼å¢éæ´æ°äº Cookbookï¼ä½¿å ¶åçæ¯æ Inklingï¼å¹¶æ°å¢äºä¸å¥ç¤ºä¾æ¹æ¡ï¼ç¨äºå±ç¤º Inkling ç¬ç¹çé³é¢è½åã\nå¢éè¿åå¸äº tml-rendererï¼æ¯æå¨å å«å·¥å ·è°ç¨ãæ¨çå å®¹åå¤æ¨¡æè¾å ¥çåºæ¯ä¸ï¼æ´å¯é å°è¿è¡éæ ·ååè®ç»ã\nå¨æ£å¼å¯å¨è®ç»ä»»å¡ä¹åï¼ç¨æ·å¯ä»¥å è¿å ¥ Tinker æ§å¶å°ä¸ç Inkling Playground ä½éªæ¨¡åãè¯¥åè½æä¾èå¤©çé¢ï¼å¹¶éæäºæºè½ä½å¼ç½ç»æç´¢è½åï¼éæ¶å è´¹å¼æ¾ã\nThinking Machines Lab è¿ä¸å¤å®¶çæåä½ä¼ä¼´å±å¼åä½ï¼å¸®å©å®¢æ·é¨ç½²å¨ Tinker ä¸å¾®è°å¾å°çæ¨¡åæ£æ¥ç¹ã\nInkling å·²ç»å¯ä»¥éè¿ Together AIãFireworksãModalãDatabricks å Baseten ç API ä½¿ç¨ã\nå¨å¼æºæ¨çåå¼ºåå¦ä¹ æ¯ææ¹é¢ï¼å¢éä¸ RadixArk åä½ï¼ä¸º SGLang å Miles æä¾æ¯æï¼ä¸ Inferact åä½éé  vLLMï¼ä¸ Lightseek åä½æ¯æ TokenSpeed æ¨çï¼ä¸ Unsloth åä½æ¯æ llama.cppï¼åæ¶è¿ä¸ Hugging Face åä½ï¼å®æäºå¯¹ Transformers çéæã\nInkling çå®æ´æ¨¡åæéå·²ç»åå¸å¨ Hugging Face ä¸ï¼å æ¬åå§æ¨¡åæ£æ¥ç¹ï¼ä»¥åé¢å NVIDIA Blackwell ç³»ç»é«ææ¨çç NVFP4 æ£æ¥ç¹ã\nåèé¾æ¥ï¼https://thinkingmachines.ai/news/introducing-inkling/\nãæ¬æç±æèµçåä½ä¼ä¼´æºå¨ä¹å¿ææåå¸ï¼æ¬å¹³å°ä»\næä¾ä¿¡æ¯åå¨æå¡ãã\nãå\nè´£å£°æãï¼æ¬æä¸ææä»»ä½æèµå»ºè®®ãå¸åºæé£é©ï¼æèµéè°¨æ\nã\nå¦æä»»ä½çé®ï¼è¯·èç³»ï¼editor@zero2ipo.com.cnï¼æèµçå¤çã","cluster_id":1686973,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://news.pedaily.cn/202607/566386.shtml","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 10146 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":10146,"summary_length":10146,"usable_text_length":10146,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":10146,"summary_length":10146}},"news_item":{"id":37908,"canonical_url":"https://news.pedaily.cn/202607/566386.shtml","source_url":"https://news.pedaily.cn/202607/566386.shtml","title":"刚刚，Thinking Machines首发大模型：9750亿参数，完整开放权重 - 投资界","source_name":"投资界","author":null,"published_at":"2026-07-16T01:48:00+00:00","locale":"zh","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMiVkFVX3lxTFBkZGl6RzBSN3RiUlgwQlZWelg3bTFJTW9BcmVfWU8xRXdUMTJsM1ZfXzQwNGFoUjIzWEMtYTJ1RUVoZWgyZ2hsWl9CLUt2M09aejJTZjdn?oc=5\" target=\"_blank\">刚刚，Thinking Machines首发大模型：9750亿参数，完整开放权重</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">投资界</font>","full_text":"ç± OpenAI åé¦å¸ææ¯å® Mira Murati åç«ç AI ååå ¬å¸ Thinking Machines Labï¼åååå¸äºèªç  AI æ¨¡å Inklingã\nä¸ OpenAIãAnthropic æ Google çæè°æ¨¡åä¸åï¼Inkling æ¯ä¸æ¬¾å¼æ¾æéæ¨¡åï¼å¤é¨å¼åè åä¼ä¸å¯ä»¥ç´æ¥ä¸è½½ï¼å¹¶æ ¹æ®èªèº«éæ±è¿è¡ä¿®æ¹ãæ£å¦å®æ¹ä»ç»çï¼Inkling è½å¤é«æå°å¯¹ææ¬ãå¾ååé³é¢è¿è¡è·¨æ¨¡ææ¨çãä¸æ¤åæ¶ï¼Inkling å®æ´æ¨¡åæéä¹å°å¼æ¾ã\nInkling éç¨æ··åä¸å®¶ Transformer æ¶æï¼æ»åæ°éä¸º 9750 äº¿ï¼æ¿æ´»åæ°éä¸º 410 äº¿ï¼æ¯ææé« 100 ä¸ token çä¸ä¸æçªå£ã\nInkling ä½¿ç¨ 45 ä¸äº¿ token çææ¬ãå¾åãé³é¢åè§é¢æ°æ®å®æé¢è®ç»ãå®æ¯ä¸ä¸ªä¸åè§æ¨¡æ¨¡åå®¶æä¸çé¦ æ¬¾äº§åã\nä¸æ¤åæ¶ï¼Thinking Machines Lab è¿åå¸äº Inkling-Small é¢è§çãè¿æ¯ä¸æ¬¾æ´è½»éçæ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼éç¨ä¸ Inkling ç¸ä¼¼çè®ç»æ¹æ³ï¼è½å¤ä»¥æ´ä½çææ¬åå»¶è¿å®ç°åºè²æ§è½ã\nInkling è½å¤åçå¤çå¹¶æ¨çææ¬ãå¾ååé³é¢ï¼å¹¶éè¿é«æãå¯æ§çæ¨çå¼ºåº¦ï¼å¨ææ¬ä¸æ§è½ä¹é´åå¾å¹³è¡¡ãInkling å¨å¤ä¸ªé¢åé½æè¾å¼ºè¡¨ç°ï¼åæ¶å ·å¤è¶³å¤ççµæ´»æ§ï¼è½å¤éé ä¸åéæ±ã\nå®æ¹è¡¨ç¤ºï¼Inkling å¹¶ä¸æ¯ç®åç»¼åè½åæå¼ºçæ¨¡åï¼æ è®ºä¸å¼æºæ¨¡åè¿æ¯éæºæ¨¡åç¸æ¯é½æ¯å¦æ¤ãå®çä»·å¼å¨äºå¤é¡¹ç¹æ§çç»åï¼ä½¿å ¶æä¸ºéåå®å¶çå¼æ¾æéåºç¡æ¨¡åï¼å æ¬å¤æ¨¡æè½åãé«ææ¨çï¼ä»¥åå¯ä»¥éè¿ Tinker è¿è¡å¾®è°ãæ¾ç¶ï¼è¯¥å ¬å¸è¿½æ±çæ¯åè¡¡å ¨é¢çæ§è½ã\nInkling åªæ¯ä¸ä¸ªå¼å§ãå®æ¯ Thinking Machines Lab åå¸çæ¨¡åå®¶æä¸çç¬¬ ä¸æ¬¾äº§åï¼æªæ¥è¿ä¼å¨æ¤åºç¡ä¸æç»è¿ä»£ã\nä¸ºäºè®©æ¨¡åå®å¶è¦çæ´å¤åºç¨åºæ¯ï¼Thinking Machines Lab å·²å¨ Tinker å¹³å°å¼æ¾ Inkling çå¾®è°è½åã\nå¨è¯¥å ¬å¸çæ¥ï¼éæ©éåå¾®è°çåºç¡æ¨¡åï¼æ¢éè¦åèå¯éåçåºåæµè¯ï¼ä¹ç¦»ä¸å¼å¼åè å¨å®é ä½¿ç¨ä¸å¯¹æ¨¡åé£æ ¼ä¸è¡¨ç°çå¤æãä¸ºæ¤ï¼Tinker æ§å¶å°æ°å¢äº Inkling Playgroundï¼å¼åè å¯ä»¥ç´æ¥ä¸æ¨¡åäº¤äºï¼æ´ç´è§å°äºè§£å ¶è½åç¹ç¹ã\nä¸ºäºè¿ä¸æ¥å±ç¤ºæ¨¡åå®å¶çå®é ææï¼Thinking Machines Lab è¿è¿è¡äºä¸æ¬¡é¢å ·å®éªæ§çå°è¯ï¼è®© Inkling åä¸èªèº«çå¾®è°è¿ç¨ãInkling éè¿ Tinker ç¼åå¾®è°ä»»å¡ãè¿è¡è®ç»æµç¨ï¼å¹¶å¯¹æç»ç»æè¿è¡è¯ä¼°ã\nInkling è½å\nä¸é¢å°å±ç¤º Inkling è½å¤å®æåªäºä»»å¡ï¼ä»¥åå®å¨å¯ä¿¡åº¦ãå®å ¨æ§çéè¦ç»´åº¦ä¸çè¡¨ç°ã\néç¨æ¨¡å\nInkling çè®¾è®¡ç®æ æ¯è¦çå¹¿æ³çä»»å¡ç±»åãè®ç»è¿ç¨ä¸ï¼å®åæ¶é¢åæºè½ä½ãæ¨çãç¼ç¨ãæä»¤éµå¾ªãäºå®åç¡®æ§ãè§è§åé³é¢çä»»å¡å±å¼ï¼èæ²¡æéå¯¹æä¸ä¸ªé¢åè¿è¡ççªä¼åã\nè¿ç§è½åå¹¿åº¦å¯¹äºæ¨¡åå®å¶åå®é åºç¨ååéè¦ãä¸åç¨æ·éè¦æ¨¡åéåºå·®å¼å¾å¤§çå·¥ä½æµç¨ï¼èä¸åªæ¯æ é¿å¨åºåæµè¯ä¸åå¾é«åã\næºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨\nä¸ä¸ªéåå¾®è°çå¼ºå¤§åºç¡æ¨¡åï¼éè¦è½å¤çµæ´»è°ç¨æºè½ä½å·¥å ·ï¼è§£å³å¤ç§ä¸åç±»åçä»»å¡ãå¨å¤§å¤æ°æºè½ä½åºåæµè¯ä¸ï¼Inkling å¨å¼æ¾æéæ¨¡åä¸é½åå¾äºè¾å¥½çæç»©ã\nè®ç»è¿ç¨ä¸ï¼Inkling è¢«ç½®äºå¤ç§ç¼ç¨ä¸æºè½ä½æ¡æ¶ä¸è¿è¡ãå¢éè¿éæºè°æ´äºè®ç»æ¶ä½¿ç¨çå·¥å ·éåå·¥å ·å®ä¹ï¼ä»¥éä½æ¨¡åå¯¹æä¸ç§ç¹å®æ¡æ¶çä¾èµã\nä¸é¢å±ç¤ºå ä¸ª Inkling è¿è¡æºè½ä½ç¼ç¨åå·¥å ·è°ç¨çæ¡ä¾ï¼ä»¥åå®å¨è¿ç¨ä¸çæçææã\nä¸æ¬¡çæï¼One-shotï¼å¸¦æå åµæµè§å¨æä½è½åç Web åºç¨\nInkling éè¿ä¸æ¬¡çæå°±æå»ºåºä¸ä¸ªå¯æ£å¸¸è¿è¡ç Web åºç¨ãéåï¼å®è¿ä¸ºè¯¥åºç¨æä¾äºä¸ä¸ªå åµ AI å©æï¼ç¨æ·å¯ä»¥éè¿èªç¶è¯è¨æä»¤ï¼è®©å©æç´æ¥æä½ Web åºç¨çé¢ã\nDesign Arena\nInkling åå äº Design Arena çæºè½ä½ Web å¼åæè¡æ¦è¯æµãå¨è¯¥è¯æµä¸ï¼å¿åçäººç±»è¯å®¡ä¼å¯¹æ¨¡åçæç Web åºç¨è¿è¡ä¸¤ä¸¤å¯¹æ¯ãè¯æµç»ææ¾ç¤ºï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéæ¨¡åä¹åã\né£æ ¼ç»ä¸çå¤é¡µé¢ææ\nInkling è½å¤åå»ºå¤é¡µé¢çå®æ´ææï¼åç¡®éµå¾ªæä»¤ãåç°å¯é çä¿¡æ¯ï¼å¹¶å¨ä¸åé¡µé¢ä¹é´ä¿æç»ä¸è¿è´¯çè§è§é£æ ¼ä¸è®¾è®¡ã\nå¤äººæ¸¸æ\nå¨ GPT Codex æ ä»»è¯å®¡çæ åµä¸ï¼Inkling æ ¹æ®å ¶åé¦è¿è¡äº 40 è½®è¿ä»£ï¼éæ¥å®åäºä¸æ¬¾å¨çº¿å¤äººè´ªåèæ¸¸æã\nè½å¤æç»å®æé¿å¨æçä¼åï¼å¹¶æ ¹æ®åé¦ä¸ææ¹è¿ï¼æ¯äº§åºé«è´¨éåä½ææçå ³é®è½åã\nå¯æ§çæ¨çå¼ºåº¦\næ¨çæ¶æ©å±è½ååé®é¢è§£å³è½åï¼æ¯è¡¡éæ¨¡åçæ ¸å¿ææ ï¼ä½å¾é¾ç¨ä¸ä¸ªæ°åå®æ´æ¦æ¬ãå¯¹äºå¸æéå¯¹ç¹å®ä»»å¡è¿è¡æ¨¡åå¾®è°çå¼åè æ¥è¯´ï¼æçä¸æ¨¡åå¨å ¬å¼åºåæµè¯ä¸ä»¥æé«æ¨çå¼ºåº¦åå¾çæç»©åæ ·éè¦ãç°å®åºç¨éå¸¸åå°ææ¬åå»¶è¿çä¸¥æ ¼éå¶ï¼å ¶ä¸ï¼ä½å»¶è¿å¯¹äºéè¿æç»è¿ä»£å®ç°åä½ä¸æ¹è¿å°¤ä¸ºå ³é®ã\nInkling æ¯æå¯¹æ¨çå¼ºåº¦è¿è¡è°èï¼è®©å¼åè å¯ä»¥å¨æ§è½ä¸ token æçä¹é´çµæ´»æè¡¡ãä¸å¾å±ç¤ºäº Inkling åå ¶ä»å¼æ¾æéæ¨¡åå¨å¤é¡¹åºåæµè¯ä¸çæ¨çå¼ºåº¦ä¸æ§è½æ²çº¿ï¼å æ¬ç¨äºè¯ä¼°æºè½ä½ç¼ç¨è½åç Terminal Bench 2.1ãç¨äºè¯ä¼°é«çº§æ¨çè½åç HLEï¼ä»¥åç¨äºè¯ä¼°æä»¤éµå¾ªè½åç IFBenchã\nå¨ Terminal Bench ä¸ï¼Inkling åªéä½¿ç¨ Nemotron 3 Ultra ä¸åä¹ä¸ç tokenï¼å°±è½è¾¾å°ç¸åçæ§è½æ°´å¹³ãå¯¹äºéè¦è¿è¡æ°ç¾ä¸æ¬¡ï¼æè¢«åµå ¥é¿æµç¨å·¥ä½æµä¸çæ¨¡åæ¥è¯´ï¼ææ¬ä¸å»¶è¿è³å ³éè¦ãéè¿è§å¯å®æ´çææ¬ä¸æ§è½æ²çº¿ï¼å¼åè å¯ä»¥ä¸ºä¸ååºç¨åºæ¯éæ©æ´åéçæ¨¡åã\nå¤æ¨¡æè½å\nInkling çä¸é¡¹éè¦è®¾è®¡ç®æ ï¼æ¯ä½ä¸º Thinking Machines Lab è¿æåå¸çäº¤äºæ¨¡åç³»ç»ä¸çåå°æ¨çæ¨¡åãäº¤äºæ¨¡åæ¯æç¨æ·éè¿è¯é³åè§è§è¿è¡å®æ¶ãèªç¶çåä½ï¼å æ¤éè¦ä¸ä¸ªç»è¿åçè®ç»ãå ·å¤å¹¿æ³å¤æ¨¡æè½åçæ¨¡åä½ä¸ºåºç¡ã\nInkling çå¤æ¨¡æç»ä»¶ä½¿ç¨éç¨é¢åæ°æ®ä»é¶å¼å§è®ç»ãå¢ééç¨äºä¸äº¤äºæ¨¡åè®¾è®¡ä¸è´çæ ç¼ç å¨æ¶æï¼å¤çé³é¢åè§è§è¾å ¥ãé³é¢ä¿¡å·ä»¥ dMel é¢è°±å¾çå½¢å¼è¾å ¥ï¼å¾ååè¢«ååä¸º 40Ã40 åç´ çå¾ååï¼å¹¶éè¿ä¸ä¸ªåå± hMLP è¿è¡ç¼ç ãéåï¼ä¸¤ç±»è¾å ¥é½ç»è¿è½»éçº§åµå ¥å±è½¬æ¢ï¼å¹¶ä¸ææ¬ token ä¸åè¿è¡å¤çã\nå¨é³é¢æ¹é¢ï¼Inkling è½å¤å®æè¯é³è½¬åãéµå¾ªè¯é³æä»¤ãåçä¸å½é³å å®¹ç¸å ³çé®é¢ï¼å¹¶å¯¹è¾é¿çé³é¢è¿è¡æ¨çãå¨ VoiceBenchãMMAU å AudioMC çåºåæµè¯ä¸ï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéé³é¢æ¨¡åä¹åã\nå¨è§è§æ¹é¢ï¼Inkling æ¯æå¾åè¾å ¥ï¼å¯ä»¥æè¿°è§è§å å®¹ãåçç¸å ³é®é¢ï¼å¹¶åºäºç»å®çè§è§ä¿¡æ¯å±å¼æ·±å ¥æ¨çãå®å¨å¾è¡¨ãç¤ºæå¾åæ°å¦è§è§æ¨çä»»å¡ä¸è¡¨ç°çªåºãæ¨çè¿ç¨ä¸ï¼Inkling è¿å¯ä»¥è°ç¨ Python å·¥å ·ï¼éè¿æ¾å¤§ãè£åªçæä½è¾ å©çè§£å¾åï¼å¹¶å°è§è§æ¨çä¸åºäºä»£ç çæ¨çæ ç¼ç»åã\nä½ä¸ºè¯¥ç³»åçé¦ ä¸ªæ¨¡åï¼Inkling ä¸ºåç»ç ç©¶å»ºç«äºä¸ä¸ªè¾ä¸ºç¨³åºçå¤æ¨¡æåºç¡ãThinking Machines Lab è¡¨ç¤ºï¼éçæ¨¡åè§æ¨¡åè®ç»æµç¨å¨åç»çæ¬ä¸ç»§ç»æ©å±ï¼Inkling çå¤æ¨¡æè½åè¿å°è¿ä¸æ¥æåã\nå¨ FORTRESS åºåæµè¯ä¸ï¼Inkling å±ç°åºäºè¾å¼ºçå ç½®å®å ¨é²æ¤è½åãInkling æç»äºæ´å¤æå®³è¯·æ±ï¼å¯¹æ å®³å¯¹åºé®é¢çè¯¯æçä¹æ´ä½ã\nInkling åºåæµè¯\nå¢éä»å¤ä¸ªè½åç»´åº¦å¯¹ Inkling è¿è¡äºåºåè¯æµãææè¯æµåå°æ¨çå¼ºåº¦è®¾ç½®ä¸º 0.99ï¼æ¸©åº¦è®¾ç½®ä¸º 1.0ãææç¼ç¨ç±»è¯æµçåæ¡è½¨è¿¹æ å¤§token ä¸éåä¸º 25.6 ä¸ã\nä¸ºäºæé«ç»æçä¸è´æ§ï¼å¨æ¡ä»¶å è®¸çæ åµä¸ï¼å¢éå¯¹èªå®¶æ¨¡ååå¤é¨æ¨¡åé½éç¨ç¬¬ä¸æ¹å ¬å¼è¯æµç»æãå ·ä½èè¨ï¼Humanityâs Last ExamãGPQA DiamondãGDPValãTau 3 BankingãAA Omniscience å MMMU Pro çè¯æµåéç¨ Artificial Analysis å ¬å¸çåæ°ã\nInkling çè®ç»è¿ç¨\næ¶æ\nInkling æ¯ä¸æ¬¾æ··åä¸å®¶ Transformer æ¨¡åï¼å¨å¸¸è§æ¶ææ¹æ¡çåºç¡ä¸åäºå é¡¹è°æ´ï¼ä¸»è¦ç¨äºæåæçåé¿ä¸ä¸ææ§è½ã\nå ¶ MoE è®¾è®¡æ´ä½æ²¿ç¨äº DeepSeek-V3 çæè·¯ãæ¯ä¸ª MoE å±å å« 256 ä¸ªè·¯ç±ä¸å®¶å 2 ä¸ªå ±äº«ä¸å®¶ï¼æ¯ä¸ª token ä¼æ¿æ´» 6 ä¸ªè·¯ç±ä¸å®¶ãInkling éç¨åºäº sigmoid çè·¯ç±æºå¶ï¼å¹¶éè¿æ è¾ å©æå¤±çè´è½½åè¡¡åç½®æ¥å¹³è¡¡ä¸å®¶è´è½½ãè¢«éä¸çè·¯ç±ä¸å®¶ä¸å ±äº«ä¸å®¶çå¾åä¼è¿è¡èåå½ä¸åï¼åç¨äºå æç»ååèªçè¾åºã\nå¨æ³¨æåæºå¶æ¹é¢ï¼Inkling ä»¥ 5â¶1 çæ¯ä¾äº¤æ¿è®¾ç½®æ»å¨çªå£æ³¨æåå±åå ¨å±æ³¨æåå±ï¼å¹¶éç¨ 8 ä¸ª KV å¤´ãå¢éåç°ï¼ä¸æ´å¸¸è§çæè½¬ä½ç½®ç¼ç  RoPE ç¸æ¯ï¼ç¸å¯¹ä½ç½®åµå ¥å¨ä½ç½®ç¼ç ä¸è¡¨ç°æ´å¥½ï¼ä¹è½æ´ææå°å¤æ¨å°æ´é¿çåºåã\næ¤å¤ï¼å¢éè¿å¨ä¸¤ä¸ªä½ç½®å¼å ¥äºçå·ç§¯ãä¸ä¸ªä½ç½®ä½äºæ¯ä¸ªæ³¨æåå±ç Key å Value æå½±ä¹åï¼å¦ä¸ä¸ªä½ç½®ä½äºæ³¨æååæ¯å MLP æ®å·®åæ¯çè¾åºå¤ï¼å¨å®ä»¬éæ°æ±å ¥ä¸»æ®å·®æµä¹åè¿è¡å¤çã\nè®ç»\nInkling ä½¿ç¨ 45 ä¸äº¿ token å®æé¢è®ç»ï¼æ°æ®æ¶µçææ¬ãå¾åãé³é¢åè§é¢çå¤ç§å å®¹ç±»åã\nè®ç»éç¨æ··åä¼åçç¥ãå¤§è§æ¨¡ç©éµæéä½¿ç¨ Muon ä¼åå¨ï¼å ¶ä»åæ°ä½¿ç¨ Adam ä¼åå¨ãè¶ åæ°è°åº¦æ¹æ¡ååé´äºå¢éæ¤åå ³äºæ¨¡ååæµå½¢çç ç©¶ãå¢éè¿å°æéè¡°åå¼ºåº¦ä¸å¦ä¹ ççå¹³æ¹ç»å®ãå®éªè¡¨æï¼è¿ç§æ¹æ³è½å¤å¨ä¸åè®ç»å¨æä¸ä¿ææ¨¡åæéæ´ä½è§æ¨¡çç¨³å®ã\nå¨åè®ç»é¶æ®µï¼Inkling è¦çäºæ°å¦ãæºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨ãé³é¢ãå¾åãå¯¹è¯åå®å ¨çå¤ä¸ªé¢åã\nä¸ºäºå¯å¨åè®ç»ï¼å¢éé¦å ä½¿ç¨åææ°æ®è¿è¡äºä¸è½®çç£å¾®è°ãè¿äºæ°æ®ç±å æ¬ Kimi K2.5 å¨å çå¼æ¾æéæ¨¡åçæãè¯¥å¯å¨é¶æ®µåªå ç¨äºè¾å°çè®¡ç®èµæºï¼ç»å¤§é¨åç®åé½æå ¥å°å¤§è§æ¨¡å¼ºåå¦ä¹ ä¸ï¼è®ç»ç¯å¢åæ¶å æ¬åæç¯å¢åäººå·¥æå»ºç¯å¢ã\nInkling æ¯ Thinking Machines Lab é¦æ¬¡å¼å±çå¤§è§æ¨¡æ¨¡åè®ç»ï¼ä½¿ç¨ NVIDIA GB300 NVL72 ç³»ç»å®æãæªæ¥çæ¨¡åå°å¨é¢è®ç»ãåè®ç»åå¼ºåå¦ä¹ çé¶æ®µè¿ä¸æ¥æ©å¤§è®¡ç®è§æ¨¡ã\nå¤§è§æ¨¡å¼ºåå¦ä¹\nå¢ééè¿å¤§è§æ¨¡å¼æ¥å¼ºåå¦ä¹ å¡é æ¨¡åè¡ä¸ºï¼å¹¶æåå ¶æ¨çè½ååæ´ä½æ§è½ã\nä¸å¾å±ç¤ºäºæ¨¡åå¨ä¸ç»çåºæ¨çè¯æµéåä¸çå¾åï¼å ¶ä¸å æ¬ AIMEãHLEãGPQA çæµè¯ãå¼ºåå¦ä¹ æç»æ©å±å°è¶ è¿ 3000 ä¸æ¬¡ rolloutï¼å¹¶å¨ä¸¤æ¬¡æç»æ¶é´è¾é¿çè¿ç»è®ç»ä¸ä¿æç¨³å®ã\nå¨æ´ä¸ªè®ç»è¿ç¨ä¸ï¼æ¨¡åçæ¨çæ§è½æç»åç°å¯¹æ°çº¿æ§å¢é¿ï¼æç»å®ç°äºæ¾èæåã\nå¢ééè¿ä¿®æ¹ç³»ç»æ¶æ¯ï¼å¹¶è°æ´æ¯ä¸ª token çææ¬ï¼ä¸ºä¸åæ ·æ¬è®¾å®ä¸åçæ¨çå¼ºåº¦ãè¿ä½¿æ¨¡åå¨ä¸å rollout ä¸ä½¿ç¨ä¸åæ°éç tokenï¼å¹¶éæ¥å¦ä¼æ§å¶èªèº«çæ¨çå¼ºåº¦ã\nå¢éè¿è§å¯å°ï¼éçå¼ºåå¦ä¹ è®ç»æ¨è¿ï¼æ¨¡åçæ¨çé£æ ¼åºç°äºä¸ç§èªç¶å½¢æçååãæç»´é¾éæ¸åå¾æ´å ç®æ´ï¼åå°äºä¸å¿ è¦çè¯æ³æ§è¡¨è¾¾ï¼åæ¶ä»ç¶ä¿æå¯çè§£æ§ï¼ä¹æ²¡æå½±åæç»çæ¡ã\nè¿ç§ååå¹¶éå¥å±æºå¶å»æå¼å¯¼çç»æï¼åçº¯è¿½æ±æçå°±æ¨å¨äºæç»´é¾çåç¼©ãCognition å¢éè¿æå¨è®ç» SWE-1.7 æ¶ï¼ä¹è§å¯å°äºç±»ä¼¼ç°è±¡ã\nä¸é¢å±ç¤ºäº Inkling å¨åçåä¸éæ°å¦é¢æ¶ï¼å ¶æç»´é¾å¦ä½éçå¼ºåå¦ä¹ è®ç»éæ¥æ¼åã\nInkling-Small\nå¨åå¸ Inkling çåæ¶ï¼Thinking Machines Lab è¿å¸¦æ¥äº Inkling-Small çé¢è§çãå®æ¯ä¸æ¬¾æ»åæ°éä¸º 2760 äº¿çæ··åä¸å®¶æ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼ä½äº Inkling ç 410 äº¿ï¼å¨æ§è½ä¸å»¶è¿ä¹é´æä¾äºä¸åçæè¡¡ã\nå¨å¤é¡¹åºåæµè¯ä¸ï¼Inkling-Small çè¡¨ç°ä¸æ´å¤§è§æ¨¡ç Inkling æå¹³ï¼çè³ææè¶ è¶ãè¿ä¸»è¦å¾çäºå¢ééå¯¹å°æ¨¡åæ¹è¿äºé¢è®ç»æ°æ®åè®ç»æ¹æ¡ã\nä¸¤æ¬¾æ¨¡åéç¨ç¸åçå¯æ©å±åè®ç»ææ¯æ ã\næ©ææµè¯ç»ææ¾ç¤ºï¼Inkling-Small å¨æ¨çåæºè½ä½ä»»å¡ä¸çè¡¨ç°å·²ç»æ¥è¿ Inklingãåå 120 äº¿æ¿æ´»åæ°åå¯æ§çæ¨çå¼ºåº¦ï¼å®å°¤å ¶éåå¯¹ææ¬åå»¶è¿è¾ä¸ºææçå·¥ä½è´è½½ï¼ä¾å¦ç¼ç¨ãä½¿ç¨å¤§æ¨¡åè¿è¡è¯æµæåï¼ä»¥åä¸ºå ¶ä»æ¨¡åçæåææ°æ®ã\nç®åï¼Thinking Machines Lab æ£å¨å®æ Inkling-Small çæåæµè¯ï¼ç¸å ³å·¥ä½ç»æåå°åå¸å®æ´æ¨¡åæéã\nå®å¶ Inkling\nè®¸å¤ç°å®é®é¢ï¼å³ä½¿æ¯è½åæå¼ºçéç¨æ¨¡åä¹é¾ä»¥å¦¥åè§£å³ãéè¿å¾®è°å¼å ¥ä¼ä¸æç»ç»çä¸ä¸ç¥è¯ï¼å¯ä»¥è¿ä¸æ¥å¼¥è¡¥è¿ä¸å·®è·ãTinker å®¢æ·çå®é ä½¿ç¨ç»éªä¹å°è¯äºè¿ä¸ç¹ã\nInkling çåè®ç»ç»æä»¥åå¤§è§æ¨¡å¼ºåå¦ä¹ è¡¨ç°è¡¨æï¼å®è½å¤éè¿å¾®è°å¿«éå¦ä¹ åææ¡æ°çè½åã\nInkling çå¼æ¾ä¸ä½¿ç¨æ¹å¼\nInkling ç®åå·²ç»ä¸çº¿ Tinkerï¼æä¾ 6.4 ä¸å 25.6 ä¸ token ä¸¤ç§ä¸ä¸æé¿åº¦ãéæ¶æé´ï¼Inkling çä½¿ç¨ä»·æ ¼äº«åäºæä¼æ ï¼å®æ´å®ä»·ä¿¡æ¯å¯å¨å®æ¹ææ¡£ä¸æ¥çã\nä¸ºäºå¸®å© Tinker ç¨æ·æ´æ¹ä¾¿å°å¾®è° Inklingï¼å¢éæ´æ°äº Cookbookï¼ä½¿å ¶åçæ¯æ Inklingï¼å¹¶æ°å¢äºä¸å¥ç¤ºä¾æ¹æ¡ï¼ç¨äºå±ç¤º Inkling ç¬ç¹çé³é¢è½åã\nå¢éè¿åå¸äº tml-rendererï¼æ¯æå¨å å«å·¥å ·è°ç¨ãæ¨çå å®¹åå¤æ¨¡æè¾å ¥çåºæ¯ä¸ï¼æ´å¯é å°è¿è¡éæ ·ååè®ç»ã\nå¨æ£å¼å¯å¨è®ç»ä»»å¡ä¹åï¼ç¨æ·å¯ä»¥å è¿å ¥ Tinker æ§å¶å°ä¸ç Inkling Playground ä½éªæ¨¡åãè¯¥åè½æä¾èå¤©çé¢ï¼å¹¶éæäºæºè½ä½å¼ç½ç»æç´¢è½åï¼éæ¶å è´¹å¼æ¾ã\nThinking Machines Lab è¿ä¸å¤å®¶çæåä½ä¼ä¼´å±å¼åä½ï¼å¸®å©å®¢æ·é¨ç½²å¨ Tinker ä¸å¾®è°å¾å°çæ¨¡åæ£æ¥ç¹ã\nInkling å·²ç»å¯ä»¥éè¿ Together AIãFireworksãModalãDatabricks å Baseten ç API ä½¿ç¨ã\nå¨å¼æºæ¨çåå¼ºåå¦ä¹ æ¯ææ¹é¢ï¼å¢éä¸ RadixArk åä½ï¼ä¸º SGLang å Miles æä¾æ¯æï¼ä¸ Inferact åä½éé  vLLMï¼ä¸ Lightseek åä½æ¯æ TokenSpeed æ¨çï¼ä¸ Unsloth åä½æ¯æ llama.cppï¼åæ¶è¿ä¸ Hugging Face åä½ï¼å®æäºå¯¹ Transformers çéæã\nInkling çå®æ´æ¨¡åæéå·²ç»åå¸å¨ Hugging Face ä¸ï¼å æ¬åå§æ¨¡åæ£æ¥ç¹ï¼ä»¥åé¢å NVIDIA Blackwell ç³»ç»é«ææ¨çç NVFP4 æ£æ¥ç¹ã\nåèé¾æ¥ï¼https://thinkingmachines.ai/news/introducing-inkling/\nãæ¬æç±æèµçåä½ä¼ä¼´æºå¨ä¹å¿ææåå¸ï¼æ¬å¹³å°ä»\næä¾ä¿¡æ¯åå¨æå¡ãã\nãå\nè´£å£°æãï¼æ¬æä¸ææä»»ä½æèµå»ºè®®ãå¸åºæé£é©ï¼æèµéè°¨æ\nã\nå¦æä»»ä½çé®ï¼è¯·èç³»ï¼editor@zero2ipo.com.cnï¼æèµçå¤çã","excerpt":"ç± OpenAI åé¦å¸ææ¯å® Mira Murati åç«ç AI ååå ¬å¸ Thinking Machines Labï¼åååå¸äºèªç  AI æ¨¡å Inklingã\nä¸ OpenAIãAnthropic æ Google çæè°æ¨¡åä¸åï¼Inkling æ¯ä¸æ¬¾å¼æ¾æéæ¨¡åï¼å¤é¨å¼åè åä¼ä¸å¯ä»¥ç´æ¥ä¸è½½ï¼å¹¶æ ¹æ®èªèº«éæ±è¿è¡ä¿®æ¹ãæ£å¦å®æ¹ä»ç»çï¼Inkling è½å¤é«æå°å¯¹ææ¬ãå¾ååé³é¢è¿è¡è·¨æ¨¡ææ¨çãä¸æ¤åæ¶ï¼Inkling å®æ´æ¨¡åæéä¹å°å¼æ¾ã\nInkling éç¨æ··åä¸å®¶ Transformer æ¶æï¼æ»åæ°éä¸º 9750 äº¿ï¼æ¿æ´»åæ°éä¸º 410 äº¿ï¼æ¯ææé« 100 ä¸ token çä¸ä¸æçªå£ã\nInkling ä½¿ç¨ 45 ä¸äº¿ token çææ¬ãå¾åãé³é¢åè§é¢æ°æ®å®æé¢è®ç»ãå®æ¯ä¸ä¸ªä¸åè§æ¨¡æ¨¡åå®¶æä¸çé¦ æ¬¾äº§åã\nä¸æ¤åæ¶ï¼Thinking Machines Lab è¿åå¸äº Inkling-Small é¢è§çãè¿æ¯ä¸æ¬¾æ´è½»éçæ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼éç¨ä¸ Inkling ç¸ä¼¼çè®ç»æ¹æ³ï¼è½å¤ä»¥æ´ä½çææ¬åå»¶è¿å®ç°åºè²æ§è½ã\nInkling è½å¤åçå¤çå¹¶æ¨çææ¬ãå¾ååé³é¢ï¼å¹¶éè¿é«æãå¯æ§çæ¨çå¼ºåº¦ï¼å¨ææ¬ä¸æ§è½ä¹é´åå¾å¹³è¡¡ãInkling å¨å¤ä¸ªé¢åé½æè¾å¼ºè¡¨ç°ï¼åæ¶å ·å¤è¶³å¤ççµæ´»æ§ï¼è½å¤éé ä¸åéæ±ã\nå®æ¹è¡¨ç¤ºï¼Inkling å¹¶ä¸æ¯ç®åç»¼åè½åæå¼ºçæ¨¡åï¼æ è®ºä¸å¼æºæ¨¡åè¿æ¯éæºæ¨¡åç¸æ¯é½æ¯å¦æ¤ãå®çä»·å¼å¨äºå¤é¡¹ç¹æ§çç»åï¼ä½¿å ¶æä¸ºéåå®å¶çå¼æ¾æéåºç¡æ¨¡åï¼å æ¬å¤æ¨¡æè½åãé«ææ¨çï¼ä»¥åå¯ä»¥éè¿ Tinker è¿è¡å¾®è°ãæ¾ç¶ï¼è¯¥å ¬å¸è¿½æ±çæ¯åè¡¡å ¨é¢çæ§è½ã\nInkling åªæ¯ä¸ä¸ªå¼å§ãå®æ¯ Thinking Machines Lab åå¸çæ¨¡åå®¶æä¸çç¬¬ ä¸æ¬¾äº§åï¼æªæ¥è¿ä¼å¨æ¤åºç¡ä¸æç»è¿ä»£ã\nä¸ºäºè®©æ¨¡åå®å¶è¦çæ´å¤åºç¨åºæ¯ï¼Thinking Machines Lab å·²å¨ Tinker å¹³å°å¼æ¾ Inkling çå¾®è°è½åã\nå¨è¯¥å ¬å¸çæ¥ï¼éæ©éåå¾®è°çåºç¡æ¨¡åï¼æ¢éè¦åèå¯éåçåºåæµè¯ï¼ä¹ç¦»ä¸å¼å¼åè å¨å®é ä½¿ç¨ä¸å¯¹æ¨¡åé£æ ¼ä¸è¡¨ç°çå¤æãä¸ºæ¤ï¼Tinker æ§å¶å°æ°å¢äº Inkling Playgroundï¼å¼åè å¯ä»¥ç´æ¥ä¸æ¨¡åäº¤äºï¼æ´ç´è§å°äºè§£å ¶è½åç¹ç¹ã\nä¸ºäºè¿ä¸æ¥å±ç¤ºæ¨¡åå®å¶çå®é ææï¼Thinking Machines Lab è¿è¿è¡äºä¸æ¬¡é¢å ·å®éªæ§çå°è¯ï¼è®© Inkling åä¸èªèº«çå¾®è°è¿ç¨ãInkling éè¿ Tinker ç¼åå¾®è°ä»»å¡ãè¿è¡è®ç»æµç¨ï¼å¹¶å¯¹æç»ç»æè¿è¡è¯ä¼°ã\nInkling è½å\nä¸é¢å°å±ç¤º Inkling è½å¤å®æåªäºä»»å¡ï¼ä»¥åå®å¨å¯ä¿¡åº¦ãå®å ¨æ§çéè¦ç»´åº¦ä¸çè¡¨ç°ã\néç¨æ¨¡å\nInkling çè®¾è®¡ç®æ æ¯è¦çå¹¿æ³çä»»å¡ç±»åãè®ç»è¿ç¨ä¸ï¼å®åæ¶é¢åæºè½ä½ãæ¨çãç¼ç¨ãæä»¤éµå¾ªãäºå®åç¡®æ§ãè§è§åé³é¢çä»»å¡å±å¼ï¼èæ²¡æéå¯¹æä¸ä¸ªé¢åè¿è¡ççªä¼åã\nè¿ç§è½åå¹¿åº¦å¯¹äºæ¨¡åå®å¶åå®é åºç¨ååéè¦ãä¸åç¨æ·éè¦æ¨¡åéåºå·®å¼å¾å¤§çå·¥ä½æµç¨ï¼èä¸åªæ¯æ é¿å¨åºåæµè¯ä¸åå¾é«åã\næºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨\nä¸ä¸ªéåå¾®è°çå¼ºå¤§åºç¡æ¨¡åï¼éè¦è½å¤çµæ´»è°ç¨æºè½ä½å·¥å ·ï¼è§£å³å¤ç§ä¸åç±»åçä»»å¡ãå¨å¤§å¤æ°æºè½ä½åºåæµè¯ä¸ï¼Inkling å¨å¼æ¾æéæ¨¡åä¸é½åå¾äºè¾å¥½çæç»©ã\nè®ç»è¿ç¨ä¸ï¼Inkling è¢«ç½®äºå¤ç§ç¼ç¨ä¸æºè½ä½æ¡æ¶ä¸è¿è¡ãå¢éè¿éæºè°æ´äºè®ç»æ¶ä½¿ç¨çå·¥å ·éåå·¥å ·å®ä¹ï¼ä»¥éä½æ¨¡åå¯¹æä¸ç§ç¹å®æ¡æ¶çä¾èµã\nä¸é¢å±ç¤ºå ä¸ª Inkling è¿è¡æºè½ä½ç¼ç¨åå·¥å ·è°ç¨çæ¡ä¾ï¼ä»¥åå®å¨è¿ç¨ä¸çæçææã\nä¸æ¬¡çæï¼One-shotï¼å¸¦æå åµæµè§å¨æä½è½åç Web åºç¨\nInkling éè¿ä¸æ¬¡çæå°±æå»ºåºä¸ä¸ªå¯æ£å¸¸è¿è¡ç Web åºç¨ãéåï¼å®è¿ä¸ºè¯¥åºç¨æä¾äºä¸ä¸ªå åµ AI å©æï¼ç¨æ·å¯ä»¥éè¿èªç¶è¯è¨æä»¤ï¼è®©å©æç´æ¥æä½ Web åºç¨çé¢ã\nDesign Arena\nInkling åå äº Design Arena çæºè½ä½ Web å¼åæè¡æ¦è¯æµãå¨è¯¥è¯æµä¸ï¼å¿åçäººç±»è¯å®¡ä¼å¯¹æ¨¡åçæç Web åºç¨è¿è¡ä¸¤ä¸¤å¯¹æ¯ãè¯æµç»ææ¾ç¤ºï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéæ¨¡åä¹åã\né£æ ¼ç»ä¸çå¤é¡µé¢ææ\nInkling è½å¤åå»ºå¤é¡µé¢çå®æ´ææï¼åç¡®éµå¾ªæä»¤ãåç°å¯é çä¿¡æ¯ï¼å¹¶å¨ä¸åé¡µé¢ä¹é´ä¿æç»ä¸è¿è´¯çè§è§é£æ ¼ä¸è®¾è®¡ã\nå¤äººæ¸¸æ\nå¨ GPT Codex æ ä»»è¯å®¡çæ åµä¸ï¼Inkling æ ¹æ®å ¶åé¦è¿è¡äº 40 è½®è¿ä»£ï¼éæ¥å®åäºä¸æ¬¾å¨çº¿å¤äººè´ªåèæ¸¸æã\nè½å¤æç»å®æé¿å¨æçä¼åï¼å¹¶æ ¹æ®åé¦ä¸ææ¹è¿ï¼æ¯äº§åºé«è´¨éåä½ææçå ³é®è½åã\nå¯æ§çæ¨çå¼ºåº¦\næ¨çæ¶æ©å±è½ååé®é¢è§£å³è½åï¼æ¯è¡¡éæ¨¡åçæ ¸å¿ææ ï¼ä½å¾é¾ç¨ä¸ä¸ªæ°åå®æ´æ¦æ¬ãå¯¹äºå¸æéå¯¹ç¹å®ä»»å¡è¿è¡æ¨¡åå¾®è°çå¼åè æ¥è¯´ï¼æçä¸æ¨¡åå¨å ¬å¼åºåæµè¯ä¸ä»¥æé«æ¨çå¼ºåº¦åå¾çæç»©åæ ·éè¦ãç°å®åºç¨éå¸¸åå°ææ¬åå»¶è¿çä¸¥æ ¼éå¶ï¼å ¶ä¸ï¼ä½å»¶è¿å¯¹äºéè¿æç»è¿ä»£å®ç°åä½ä¸æ¹è¿å°¤ä¸ºå ³é®ã\nInkling æ¯æå¯¹æ¨çå¼ºåº¦è¿è¡è°èï¼è®©å¼åè å¯ä»¥å¨æ§è½ä¸ token æçä¹é´çµæ´»æè¡¡ãä¸å¾å±ç¤ºäº Inkling åå ¶ä»å¼æ¾æéæ¨¡åå¨å¤é¡¹åºåæµè¯ä¸çæ¨çå¼ºåº¦ä¸æ§è½æ²çº¿ï¼å æ¬ç¨äºè¯ä¼°æºè½ä½ç¼ç¨è½åç Terminal Bench 2.1ãç¨äºè¯ä¼°é«çº§æ¨çè½åç HLEï¼ä»¥åç¨äºè¯ä¼°æä»¤éµå¾ªè½åç IFBenchã\nå¨ Terminal Bench ä¸ï¼Inkling åªéä½¿ç¨ Nemotron 3 Ultra ä¸åä¹ä¸ç tokenï¼å°±è½è¾¾å°ç¸åçæ§è½æ°´å¹³ãå¯¹äºéè¦è¿è¡æ°ç¾ä¸æ¬¡ï¼æè¢«åµå ¥é¿æµç¨å·¥ä½æµä¸çæ¨¡åæ¥è¯´ï¼ææ¬ä¸å»¶è¿è³å ³éè¦ãéè¿è§å¯å®æ´çææ¬ä¸æ§è½æ²çº¿ï¼å¼åè å¯ä»¥ä¸ºä¸ååºç¨åºæ¯éæ©æ´åéçæ¨¡åã\nå¤æ¨¡æè½å\nInkling çä¸é¡¹éè¦è®¾è®¡ç®æ ï¼æ¯ä½ä¸º Thinking Machines Lab è¿æåå¸çäº¤äºæ¨¡åç³»ç»ä¸çåå°æ¨çæ¨¡åãäº¤äºæ¨¡åæ¯æç¨æ·éè¿è¯é³åè§è§è¿è¡å®æ¶ãèªç¶çåä½ï¼å æ¤éè¦ä¸ä¸ªç»è¿åçè®ç»ãå ·å¤å¹¿æ³å¤æ¨¡æè½åçæ¨¡åä½ä¸ºåºç¡ã\nInkling çå¤æ¨¡æç»ä»¶ä½¿ç¨éç¨é¢åæ°æ®ä»é¶å¼å§è®ç»ãå¢ééç¨äºä¸äº¤äºæ¨¡åè®¾è®¡ä¸è´çæ ç¼ç å¨æ¶æï¼å¤çé³é¢åè§è§è¾å ¥ãé³é¢ä¿¡å·ä»¥ dMel é¢è°±å¾çå½¢å¼è¾å ¥ï¼å¾ååè¢«ååä¸º 40Ã40 åç´ çå¾ååï¼å¹¶éè¿ä¸ä¸ªåå± hMLP è¿è¡ç¼ç ãéåï¼ä¸¤ç±»è¾å ¥é½ç»è¿è½»éçº§åµå ¥å±è½¬æ¢ï¼å¹¶ä¸ææ¬ token ä¸åè¿è¡å¤çã\nå¨é³é¢æ¹é¢ï¼Inkling è½å¤å®æè¯é³è½¬åãéµå¾ªè¯é³æä»¤ãåçä¸å½é³å å®¹ç¸å ³çé®é¢ï¼å¹¶å¯¹è¾é¿çé³é¢è¿è¡æ¨çãå¨ VoiceBenchãMMAU å AudioMC çåºåæµè¯ä¸ï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéé³é¢æ¨¡åä¹åã\nå¨è§è§æ¹é¢ï¼Inkling æ¯æå¾åè¾å ¥ï¼å¯ä»¥æè¿°è§è§å å®¹ãåçç¸å ³é®é¢ï¼å¹¶åºäºç»å®çè§è§ä¿¡æ¯å±å¼æ·±å ¥æ¨çãå®å¨å¾è¡¨ãç¤ºæå¾åæ°å¦è§è§æ¨çä»»å¡ä¸è¡¨ç°çªåºãæ¨çè¿ç¨ä¸ï¼Inkling è¿å¯ä»¥è°ç¨ Python å·¥å ·ï¼éè¿æ¾å¤§ãè£åªçæä½è¾ å©çè§£å¾åï¼å¹¶å°è§è§æ¨çä¸åºäºä»£ç çæ¨çæ ç¼ç»åã\nä½ä¸ºè¯¥ç³»åçé¦ ä¸ªæ¨¡åï¼Inkling ä¸ºåç»ç ç©¶å»ºç«äºä¸ä¸ªè¾ä¸ºç¨³åºçå¤æ¨¡æåºç¡ãThinking Machines Lab è¡¨ç¤ºï¼éçæ¨¡åè§æ¨¡åè®ç»æµç¨å¨åç»çæ¬ä¸ç»§ç»æ©å±ï¼Inkling çå¤æ¨¡æè½åè¿å°è¿ä¸æ¥æåã\nå¨ FORTRESS åºåæµè¯ä¸ï¼Inkling å±ç°åºäºè¾å¼ºçå ç½®å®å ¨é²æ¤è½åãInkling æç»äºæ´å¤æå®³è¯·æ±ï¼å¯¹æ å®³å¯¹åºé®é¢çè¯¯æçä¹æ´ä½ã\nInkling åºåæµè¯\nå¢éä»å¤ä¸ªè½åç»´åº¦å¯¹ Inkling è¿è¡äºåºåè¯æµãææè¯æµåå°æ¨çå¼ºåº¦è®¾ç½®ä¸º 0.99ï¼æ¸©åº¦è®¾ç½®ä¸º 1.0ãææç¼ç¨ç±»è¯æµçåæ¡è½¨è¿¹æ å¤§token ä¸éåä¸º 25.6 ä¸ã\nä¸ºäºæé«ç»æçä¸è´æ§ï¼å¨æ¡ä»¶å è®¸çæ åµä¸ï¼å¢éå¯¹èªå®¶æ¨¡ååå¤é¨æ¨¡åé½éç¨ç¬¬ä¸æ¹å ¬å¼è¯æµç»æãå ·ä½èè¨ï¼Humanityâs Last ExamãGPQA DiamondãGDPValãTau 3 BankingãAA Omniscience å MMMU Pro çè¯æµåéç¨ Artificial Analysis å ¬å¸çåæ°ã\nInkling çè®ç»è¿ç¨\næ¶æ\nInkling æ¯ä¸æ¬¾æ··åä¸å®¶ Transformer æ¨¡åï¼å¨å¸¸è§æ¶ææ¹æ¡çåºç¡ä¸åäºå é¡¹è°æ´ï¼ä¸»è¦ç¨äºæåæçåé¿ä¸ä¸ææ§è½ã\nå ¶ MoE è®¾è®¡æ´ä½æ²¿ç¨äº DeepSeek-V3 çæè·¯ãæ¯ä¸ª MoE å±å å« 256 ä¸ªè·¯ç±ä¸å®¶å 2 ä¸ªå ±äº«ä¸å®¶ï¼æ¯ä¸ª token ä¼æ¿æ´» 6 ä¸ªè·¯ç±ä¸å®¶ãInkling éç¨åºäº sigmoid çè·¯ç±æºå¶ï¼å¹¶éè¿æ è¾ å©æå¤±çè´è½½åè¡¡åç½®æ¥å¹³è¡¡ä¸å®¶è´è½½ãè¢«éä¸çè·¯ç±ä¸å®¶ä¸å ±äº«ä¸å®¶çå¾åä¼è¿è¡èåå½ä¸åï¼åç¨äºå æç»ååèªçè¾åºã\nå¨æ³¨æåæºå¶æ¹é¢ï¼Inkling ä»¥ 5â¶1 çæ¯ä¾äº¤æ¿è®¾ç½®æ»å¨çªå£æ³¨æåå±åå ¨å±æ³¨æåå±ï¼å¹¶éç¨ 8 ä¸ª KV å¤´ãå¢éåç°ï¼ä¸æ´å¸¸è§çæè½¬ä½ç½®ç¼ç  RoPE ç¸æ¯ï¼ç¸å¯¹ä½ç½®åµå ¥å¨ä½ç½®ç¼ç ä¸è¡¨ç°æ´å¥½ï¼ä¹è½æ´ææå°å¤æ¨å°æ´é¿çåºåã\næ¤å¤ï¼å¢éè¿å¨ä¸¤ä¸ªä½ç½®å¼å ¥äºçå·ç§¯ãä¸ä¸ªä½ç½®ä½äºæ¯ä¸ªæ³¨æåå±ç Key å Value æå½±ä¹åï¼å¦ä¸ä¸ªä½ç½®ä½äºæ³¨æååæ¯å MLP æ®å·®åæ¯çè¾åºå¤ï¼å¨å®ä»¬éæ°æ±å ¥ä¸»æ®å·®æµä¹åè¿è¡å¤çã\nè®ç»\nInkling ä½¿ç¨ 45 ä¸äº¿ token å®æé¢è®ç»ï¼æ°æ®æ¶µçææ¬ãå¾åãé³é¢åè§é¢çå¤ç§å å®¹ç±»åã\nè®ç»éç¨æ··åä¼åçç¥ãå¤§è§æ¨¡ç©éµæéä½¿ç¨ Muon ä¼åå¨ï¼å ¶ä»åæ°ä½¿ç¨ Adam ä¼åå¨ãè¶ åæ°è°åº¦æ¹æ¡ååé´äºå¢éæ¤åå ³äºæ¨¡ååæµå½¢çç ç©¶ãå¢éè¿å°æéè¡°åå¼ºåº¦ä¸å¦ä¹ ççå¹³æ¹ç»å®ãå®éªè¡¨æï¼è¿ç§æ¹æ³è½å¤å¨ä¸åè®ç»å¨æä¸ä¿ææ¨¡åæéæ´ä½è§æ¨¡çç¨³å®ã\nå¨åè®ç»é¶æ®µï¼Inkling è¦çäºæ°å¦ãæºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨ãé³é¢ãå¾åãå¯¹è¯åå®å ¨çå¤ä¸ªé¢åã\nä¸ºäºå¯å¨åè®ç»ï¼å¢éé¦å ä½¿ç¨åææ°æ®è¿è¡äºä¸è½®çç£å¾®è°ãè¿äºæ°æ®ç±å æ¬ Kimi K2.5 å¨å çå¼æ¾æéæ¨¡åçæãè¯¥å¯å¨é¶æ®µåªå ç¨äºè¾å°çè®¡ç®èµæºï¼ç»å¤§é¨åç®åé½æå ¥å°å¤§è§æ¨¡å¼ºåå¦ä¹ ä¸ï¼è®ç»ç¯å¢åæ¶å æ¬åæç¯å¢åäººå·¥æå»ºç¯å¢ã\nInkling æ¯ Thinking Machines Lab é¦æ¬¡å¼å±çå¤§è§æ¨¡æ¨¡åè®ç»ï¼ä½¿ç¨ NVIDIA GB300 NVL72 ç³»ç»å®æãæªæ¥çæ¨¡åå°å¨é¢è®ç»ãåè®ç»åå¼ºåå¦ä¹ çé¶æ®µè¿ä¸æ¥æ©å¤§è®¡ç®è§æ¨¡ã\nå¤§è§æ¨¡å¼ºåå¦ä¹\nå¢ééè¿å¤§è§æ¨¡å¼æ¥å¼ºåå¦ä¹ å¡é æ¨¡åè¡ä¸ºï¼å¹¶æåå ¶æ¨çè½ååæ´ä½æ§è½ã\nä¸å¾å±ç¤ºäºæ¨¡åå¨ä¸ç»çåºæ¨çè¯æµéåä¸çå¾åï¼å ¶ä¸å æ¬ AIMEãHLEãGPQA çæµè¯ãå¼ºåå¦ä¹ æç»æ©å±å°è¶ è¿ 3000 ä¸æ¬¡ rolloutï¼å¹¶å¨ä¸¤æ¬¡æç»æ¶é´è¾é¿çè¿ç»è®ç»ä¸ä¿æç¨³å®ã\nå¨æ´ä¸ªè®ç»è¿ç¨ä¸ï¼æ¨¡åçæ¨çæ§è½æç»åç°å¯¹æ°çº¿æ§å¢é¿ï¼æç»å®ç°äºæ¾èæåã\nå¢ééè¿ä¿®æ¹ç³»ç»æ¶æ¯ï¼å¹¶è°æ´æ¯ä¸ª token çææ¬ï¼ä¸ºä¸åæ ·æ¬è®¾å®ä¸åçæ¨çå¼ºåº¦ãè¿ä½¿æ¨¡åå¨ä¸å rollout ä¸ä½¿ç¨ä¸åæ°éç tokenï¼å¹¶éæ¥å¦ä¼æ§å¶èªèº«çæ¨çå¼ºåº¦ã\nå¢éè¿è§å¯å°ï¼éçå¼ºåå¦ä¹ è®ç»æ¨è¿ï¼æ¨¡åçæ¨çé£æ ¼åºç°äºä¸ç§èªç¶å½¢æçååãæç»´é¾éæ¸åå¾æ´å ç®æ´ï¼åå°äºä¸å¿ è¦çè¯æ³æ§è¡¨è¾¾ï¼åæ¶ä»ç¶ä¿æå¯çè§£æ§ï¼ä¹æ²¡æå½±åæç»çæ¡ã\nè¿ç§ååå¹¶éå¥å±æºå¶å»æå¼å¯¼çç»æï¼åçº¯è¿½æ±æçå°±æ¨å¨äºæç»´é¾çåç¼©ãCognition å¢éè¿æå¨è®ç» SWE-1.7 æ¶ï¼ä¹è§å¯å°äºç±»ä¼¼ç°è±¡ã\nä¸é¢å±ç¤ºäº Inkling å¨åçåä¸éæ°å¦é¢æ¶ï¼å ¶æç»´é¾å¦ä½éçå¼ºåå¦ä¹ è®ç»éæ¥æ¼åã\nInkling-Small\nå¨åå¸ Inkling çåæ¶ï¼Thinking Machines Lab è¿å¸¦æ¥äº Inkling-Small çé¢è§çãå®æ¯ä¸æ¬¾æ»åæ°éä¸º 2760 äº¿çæ··åä¸å®¶æ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼ä½äº Inkling ç 410 äº¿ï¼å¨æ§è½ä¸å»¶è¿ä¹é´æä¾äºä¸åçæè¡¡ã\nå¨å¤é¡¹åºåæµè¯ä¸ï¼Inkling-Small çè¡¨ç°ä¸æ´å¤§è§æ¨¡ç Inkling æå¹³ï¼çè³ææè¶ è¶ãè¿ä¸»è¦å¾çäºå¢ééå¯¹å°æ¨¡åæ¹è¿äºé¢è®ç»æ°æ®åè®ç»æ¹æ¡ã\nä¸¤æ¬¾æ¨¡åéç¨ç¸åçå¯æ©å±åè®ç»ææ¯æ ã\næ©ææµè¯ç»ææ¾ç¤ºï¼Inkling-Small å¨æ¨çåæºè½ä½ä»»å¡ä¸çè¡¨ç°å·²ç»æ¥è¿ Inklingãåå 120 äº¿æ¿æ´»åæ°åå¯æ§çæ¨çå¼ºåº¦ï¼å®å°¤å ¶éåå¯¹ææ¬åå»¶è¿è¾ä¸ºææçå·¥ä½è´è½½ï¼ä¾å¦ç¼ç¨ãä½¿ç¨å¤§æ¨¡åè¿è¡è¯æµæåï¼ä»¥åä¸ºå ¶ä»æ¨¡åçæåææ°æ®ã\nç®åï¼Thinking Machines Lab æ£å¨å®æ Inkling-Small çæåæµè¯ï¼ç¸å ³å·¥ä½ç»æåå°åå¸å®æ´æ¨¡åæéã\nå®å¶ Inkling\nè®¸å¤ç°å®é®é¢ï¼å³ä½¿æ¯è½åæå¼ºçéç¨æ¨¡åä¹é¾ä»¥å¦¥åè§£å³ãéè¿å¾®è°å¼å ¥ä¼ä¸æç»ç»çä¸ä¸ç¥è¯ï¼å¯ä»¥è¿ä¸æ¥å¼¥è¡¥è¿ä¸å·®è·ãTinker å®¢æ·çå®é ä½¿ç¨ç»éªä¹å°è¯äºè¿ä¸ç¹ã\nInkling çåè®ç»ç»æä»¥åå¤§è§æ¨¡å¼ºåå¦ä¹ è¡¨ç°è¡¨æï¼å®è½å¤éè¿å¾®è°å¿«éå¦ä¹ åææ¡æ°çè½åã\nInkling çå¼æ¾ä¸ä½¿ç¨æ¹å¼\nInkling ç®åå·²ç»ä¸çº¿ Tinkerï¼æä¾ 6.4 ä¸å 25.6 ä¸ token ä¸¤ç§ä¸ä¸æé¿åº¦ãéæ¶æé´ï¼Inkling çä½¿ç¨ä»·æ ¼äº«åäºæä¼æ ï¼å®æ´å®ä»·ä¿¡æ¯å¯å¨å®æ¹ææ¡£ä¸æ¥çã\nä¸ºäºå¸®å© Tinker ç¨æ·æ´æ¹ä¾¿å°å¾®è° Inklingï¼å¢éæ´æ°äº Cookbookï¼ä½¿å ¶åçæ¯æ Inklingï¼å¹¶æ°å¢äºä¸å¥ç¤ºä¾æ¹æ¡ï¼ç¨äºå±ç¤º Inkling ç¬ç¹çé³é¢è½åã\nå¢éè¿åå¸äº tml-rendererï¼æ¯æå¨å å«å·¥å ·è°ç¨ãæ¨çå å®¹åå¤æ¨¡æè¾å ¥çåºæ¯ä¸ï¼æ´å¯é å°è¿è¡éæ ·ååè®ç»ã\nå¨æ£å¼å¯å¨è®ç»ä»»å¡ä¹åï¼ç¨æ·å¯ä»¥å è¿å ¥ Tinker æ§å¶å°ä¸ç Inkling Playground ä½éªæ¨¡åãè¯¥åè½æä¾èå¤©çé¢ï¼å¹¶éæäºæºè½ä½å¼ç½ç»æç´¢è½åï¼éæ¶å è´¹å¼æ¾ã\nThinking Machines Lab è¿ä¸å¤å®¶çæåä½ä¼ä¼´å±å¼åä½ï¼å¸®å©å®¢æ·é¨ç½²å¨ Tinker ä¸å¾®è°å¾å°çæ¨¡åæ£æ¥ç¹ã\nInkling å·²ç»å¯ä»¥éè¿ Together AIãFireworksãModalãDatabricks å Baseten ç API ä½¿ç¨ã\nå¨å¼æºæ¨çåå¼ºåå¦ä¹ æ¯ææ¹é¢ï¼å¢éä¸ RadixArk åä½ï¼ä¸º SGLang å Miles æä¾æ¯æï¼ä¸ Inferact åä½éé  vLLMï¼ä¸ Lightseek åä½æ¯æ TokenSpeed æ¨çï¼ä¸ Unsloth åä½æ¯æ llama.cppï¼åæ¶è¿ä¸ Hugging Face åä½ï¼å®æäºå¯¹ Transformers çéæã\nInkling çå®æ´æ¨¡åæéå·²ç»åå¸å¨ Hugging Face ä¸ï¼å æ¬åå§æ¨¡åæ£æ¥ç¹ï¼ä»¥åé¢å NVIDIA Blackwell ç³»ç»é«ææ¨çç NVFP4 æ£æ¥ç¹ã\nåèé¾æ¥ï¼https://thinkingmachines.ai/news/introducing-inkling/\nãæ¬æç±æèµçåä½ä¼ä¼´æºå¨ä¹å¿ææåå¸ï¼æ¬å¹³å°ä»\næä¾ä¿¡æ¯åå¨æå¡ãã\nãå\nè´£å£°æãï¼æ¬æä¸ææä»»ä½æèµå»ºè®®ãå¸åºæé£é©ï¼æèµéè°¨æ\nã\nå¦æä»»ä½çé®ï¼è¯·èç³»ï¼editor@zero2ipo.com.cnï¼æèµçå¤çã","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 10146 characters.","diagnostics_url":"/api/diagnose?url=https%3A//news.pedaily.cn/202607/566386.shtml","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 10146 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":10146,"summary_length":10146,"usable_text_length":10146,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":10146,"summary_length":10146}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"刚刚，Thinking Machines首发大模型：9750亿参数，完整开放权重 - 投资界","url":"https://news.pedaily.cn/202607/566386.shtml","summary":"ç± OpenAI åé¦å¸ææ¯å® Mira Murati åç«ç AI ååå ¬å¸ Thinking Machines Labï¼åååå¸äºèªç  AI æ¨¡å Inklingã\nä¸ OpenAIãAnthropic æ Google çæè°æ¨¡åä¸åï¼Inkling æ¯ä¸æ¬¾å¼æ¾æéæ¨¡åï¼å¤é¨å¼åè åä¼ä¸å¯ä»¥ç´æ¥ä¸è½½ï¼å¹¶æ ¹æ®èªèº«éæ±è¿è¡ä¿®æ¹ãæ£å¦å®æ¹ä»ç»çï¼Inkling è½å¤é«æå°å¯¹ææ¬ãå¾ååé³é¢è¿è¡è·¨æ¨¡ææ¨çãä¸æ¤åæ¶ï¼Inkling å®æ´æ¨¡åæéä¹å°å¼æ¾ã\nInkling éç¨æ··åä¸å®¶ Transformer æ¶æï¼æ»åæ°éä¸º 9750 äº¿ï¼æ¿æ´»åæ°éä¸º 410 äº¿ï¼æ¯ææé« 100 ä¸ token çä¸ä¸æçªå£ã\nInkling ä½¿ç¨ 45 ä¸äº¿ token çææ¬ãå¾åãé³é¢åè§é¢æ°æ®å®æé¢è®ç»ãå®æ¯ä¸ä¸ªä¸åè§æ¨¡æ¨¡åå®¶æä¸çé¦ æ¬¾äº§åã\nä¸æ¤åæ¶ï¼Thinking Machines Lab è¿åå¸äº Inkling-Small é¢è§çãè¿æ¯ä¸æ¬¾æ´è½»éçæ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼éç¨ä¸ Inkling ç¸ä¼¼çè®ç»æ¹æ³ï¼è½å¤ä»¥æ´ä½çææ¬åå»¶è¿å®ç°åºè²æ§è½ã\nInkling è½å¤åçå¤çå¹¶æ¨çææ¬ãå¾ååé³é¢ï¼å¹¶éè¿é«æãå¯æ§çæ¨çå¼ºåº¦ï¼å¨ææ¬ä¸æ§è½ä¹é´åå¾å¹³è¡¡ãInkling å¨å¤ä¸ªé¢åé½æè¾å¼ºè¡¨ç°ï¼åæ¶å ·å¤è¶³å¤ççµæ´»æ§ï¼è½å¤éé ä¸åéæ±ã\nå®æ¹è¡¨ç¤ºï¼Inkling å¹¶ä¸æ¯ç®åç»¼åè½åæå¼ºçæ¨¡åï¼æ è®ºä¸å¼æºæ¨¡åè¿æ¯éæºæ¨¡åç¸æ¯é½æ¯å¦æ¤ãå®çä»·å¼å¨äºå¤é¡¹ç¹æ§çç»åï¼ä½¿å ¶æä¸ºéåå®å¶çå¼æ¾æéåºç¡æ¨¡åï¼å æ¬å¤æ¨¡æè½åãé«ææ¨çï¼ä»¥åå¯ä»¥éè¿ Tinker è¿è¡å¾®è°ãæ¾ç¶ï¼è¯¥å ¬å¸è¿½æ±çæ¯åè¡¡å ¨é¢çæ§è½ã\nInkling åªæ¯ä¸ä¸ªå¼å§ãå®æ¯ Thinking Machines Lab åå¸çæ¨¡åå®¶æä¸çç¬¬ ä¸æ¬¾äº§åï¼æªæ¥è¿ä¼å¨æ¤åºç¡ä¸æç»è¿ä»£ã\nä¸ºäºè®©æ¨¡åå®å¶è¦çæ´å¤åºç¨åºæ¯ï¼Thinking Machines Lab å·²å¨ Tinker å¹³å°å¼æ¾ Inkling çå¾®è°è½åã\nå¨è¯¥å ¬å¸çæ¥ï¼éæ©éåå¾®è°çåºç¡æ¨¡åï¼æ¢éè¦åèå¯éåçåºåæµè¯ï¼ä¹ç¦»ä¸å¼å¼åè å¨å®é ä½¿ç¨ä¸å¯¹æ¨¡åé£æ ¼ä¸è¡¨ç°çå¤æãä¸ºæ¤ï¼Tinker æ§å¶å°æ°å¢äº Inkling Playgroundï¼å¼åè å¯ä»¥ç´æ¥ä¸æ¨¡åäº¤äºï¼æ´ç´è§å°äºè§£å ¶è½åç¹ç¹ã\nä¸ºäºè¿ä¸æ¥å±ç¤ºæ¨¡åå®å¶çå®é ææï¼Thinking Machines Lab è¿è¿è¡äºä¸æ¬¡é¢å ·å®éªæ§çå°è¯ï¼è®© Inkling åä¸èªèº«çå¾®è°è¿ç¨ãInkling éè¿ Tinker ç¼åå¾®è°ä»»å¡ãè¿è¡è®ç»æµç¨ï¼å¹¶å¯¹æç»ç»æè¿è¡è¯ä¼°ã\nInkling è½å\nä¸é¢å°å±ç¤º Inkling è½å¤å®æåªäºä»»å¡ï¼ä»¥åå®å¨å¯ä¿¡åº¦ãå®å ¨æ§çéè¦ç»´åº¦ä¸çè¡¨ç°ã\néç¨æ¨¡å\nInkling çè®¾è®¡ç®æ æ¯è¦çå¹¿æ³çä»»å¡ç±»åãè®ç»è¿ç¨ä¸ï¼å®åæ¶é¢åæºè½ä½ãæ¨çãç¼ç¨ãæä»¤éµå¾ªãäºå®åç¡®æ§ãè§è§åé³é¢çä»»å¡å±å¼ï¼èæ²¡æéå¯¹æä¸ä¸ªé¢åè¿è¡ççªä¼åã\nè¿ç§è½åå¹¿åº¦å¯¹äºæ¨¡åå®å¶åå®é åºç¨ååéè¦ãä¸åç¨æ·éè¦æ¨¡åéåºå·®å¼å¾å¤§çå·¥ä½æµç¨ï¼èä¸åªæ¯æ é¿å¨åºåæµè¯ä¸åå¾é«åã\næºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨\nä¸ä¸ªéåå¾®è°çå¼ºå¤§åºç¡æ¨¡åï¼éè¦è½å¤çµæ´»è°ç¨æºè½ä½å·¥å ·ï¼è§£å³å¤ç§ä¸åç±»åçä»»å¡ãå¨å¤§å¤æ°æºè½ä½åºåæµè¯ä¸ï¼Inkling å¨å¼æ¾æéæ¨¡åä¸é½åå¾äºè¾å¥½çæç»©ã\nè®ç»è¿ç¨ä¸ï¼Inkling è¢«ç½®äºå¤ç§ç¼ç¨ä¸æºè½ä½æ¡æ¶ä¸è¿è¡ãå¢éè¿éæºè°æ´äºè®ç»æ¶ä½¿ç¨çå·¥å ·éåå·¥å ·å®ä¹ï¼ä»¥éä½æ¨¡åå¯¹æä¸ç§ç¹å®æ¡æ¶çä¾èµã\nä¸é¢å±ç¤ºå ä¸ª Inkling è¿è¡æºè½ä½ç¼ç¨åå·¥å ·è°ç¨çæ¡ä¾ï¼ä»¥åå®å¨è¿ç¨ä¸çæçææã\nä¸æ¬¡çæï¼One-shotï¼å¸¦æå åµæµè§å¨æä½è½åç Web åºç¨\nInkling éè¿ä¸æ¬¡çæå°±æå»ºåºä¸ä¸ªå¯æ£å¸¸è¿è¡ç Web åºç¨ãéåï¼å®è¿ä¸ºè¯¥åºç¨æä¾äºä¸ä¸ªå åµ AI å©æï¼ç¨æ·å¯ä»¥éè¿èªç¶è¯è¨æä»¤ï¼è®©å©æç´æ¥æä½ Web åºç¨çé¢ã\nDesign Arena\nInkling åå äº Design Arena çæºè½ä½ Web å¼åæè¡æ¦è¯æµãå¨è¯¥è¯æµä¸ï¼å¿åçäººç±»è¯å®¡ä¼å¯¹æ¨¡åçæç Web åºç¨è¿è¡ä¸¤ä¸¤å¯¹æ¯ãè¯æµç»ææ¾ç¤ºï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéæ¨¡åä¹åã\né£æ ¼ç»ä¸çå¤é¡µé¢ææ\nInkling è½å¤åå»ºå¤é¡µé¢çå®æ´ææï¼åç¡®éµå¾ªæä»¤ãåç°å¯é çä¿¡æ¯ï¼å¹¶å¨ä¸åé¡µé¢ä¹é´ä¿æç»ä¸è¿è´¯çè§è§é£æ ¼ä¸è®¾è®¡ã\nå¤äººæ¸¸æ\nå¨ GPT Codex æ ä»»è¯å®¡çæ åµä¸ï¼Inkling æ ¹æ®å ¶åé¦è¿è¡äº 40 è½®è¿ä»£ï¼éæ¥å®åäºä¸æ¬¾å¨çº¿å¤äººè´ªåèæ¸¸æã\nè½å¤æç»å®æé¿å¨æçä¼åï¼å¹¶æ ¹æ®åé¦ä¸ææ¹è¿ï¼æ¯äº§åºé«è´¨éåä½ææçå ³é®è½åã\nå¯æ§çæ¨çå¼ºåº¦\næ¨çæ¶æ©å±è½ååé®é¢è§£å³è½åï¼æ¯è¡¡éæ¨¡åçæ ¸å¿ææ ï¼ä½å¾é¾ç¨ä¸ä¸ªæ°åå®æ´æ¦æ¬ãå¯¹äºå¸æéå¯¹ç¹å®ä»»å¡è¿è¡æ¨¡åå¾®è°çå¼åè æ¥è¯´ï¼æçä¸æ¨¡åå¨å ¬å¼åºåæµè¯ä¸ä»¥æé«æ¨çå¼ºåº¦åå¾çæç»©åæ ·éè¦ãç°å®åºç¨éå¸¸åå°ææ¬åå»¶è¿çä¸¥æ ¼éå¶ï¼å ¶ä¸ï¼ä½å»¶è¿å¯¹äºéè¿æç»è¿ä»£å®ç°åä½ä¸æ¹è¿å°¤ä¸ºå ³é®ã\nInkling æ¯æå¯¹æ¨çå¼ºåº¦è¿è¡è°èï¼è®©å¼åè å¯ä»¥å¨æ§è½ä¸ token æçä¹é´çµæ´»æè¡¡ãä¸å¾å±ç¤ºäº Inkling åå ¶ä»å¼æ¾æéæ¨¡åå¨å¤é¡¹åºåæµè¯ä¸çæ¨çå¼ºåº¦ä¸æ§è½æ²çº¿ï¼å æ¬ç¨äºè¯ä¼°æºè½ä½ç¼ç¨è½åç Terminal Bench 2.1ãç¨äºè¯ä¼°é«çº§æ¨çè½åç HLEï¼ä»¥åç¨äºè¯ä¼°æä»¤éµå¾ªè½åç IFBenchã\nå¨ Terminal Bench ä¸ï¼Inkling åªéä½¿ç¨ Nemotron 3 Ultra ä¸åä¹ä¸ç tokenï¼å°±è½è¾¾å°ç¸åçæ§è½æ°´å¹³ãå¯¹äºéè¦è¿è¡æ°ç¾ä¸æ¬¡ï¼æè¢«åµå ¥é¿æµç¨å·¥ä½æµä¸çæ¨¡åæ¥è¯´ï¼ææ¬ä¸å»¶è¿è³å ³éè¦ãéè¿è§å¯å®æ´çææ¬ä¸æ§è½æ²çº¿ï¼å¼åè å¯ä»¥ä¸ºä¸ååºç¨åºæ¯éæ©æ´åéçæ¨¡åã\nå¤æ¨¡æè½å\nInkling çä¸é¡¹éè¦è®¾è®¡ç®æ ï¼æ¯ä½ä¸º Thinking Machines Lab è¿æåå¸çäº¤äºæ¨¡åç³»ç»ä¸çåå°æ¨çæ¨¡åãäº¤äºæ¨¡åæ¯æç¨æ·éè¿è¯é³åè§è§è¿è¡å®æ¶ãèªç¶çåä½ï¼å æ¤éè¦ä¸ä¸ªç»è¿åçè®ç»ãå ·å¤å¹¿æ³å¤æ¨¡æè½åçæ¨¡åä½ä¸ºåºç¡ã\nInkling çå¤æ¨¡æç»ä»¶ä½¿ç¨éç¨é¢åæ°æ®ä»é¶å¼å§è®ç»ãå¢ééç¨äºä¸äº¤äºæ¨¡åè®¾è®¡ä¸è´çæ ç¼ç å¨æ¶æï¼å¤çé³é¢åè§è§è¾å ¥ãé³é¢ä¿¡å·ä»¥ dMel é¢è°±å¾çå½¢å¼è¾å ¥ï¼å¾ååè¢«ååä¸º 40Ã40 åç´ çå¾ååï¼å¹¶éè¿ä¸ä¸ªåå± hMLP è¿è¡ç¼ç ãéåï¼ä¸¤ç±»è¾å ¥é½ç»è¿è½»éçº§åµå ¥å±è½¬æ¢ï¼å¹¶ä¸ææ¬ token ä¸åè¿è¡å¤çã\nå¨é³é¢æ¹é¢ï¼Inkling è½å¤å®æè¯é³è½¬åãéµå¾ªè¯é³æä»¤ãåçä¸å½é³å å®¹ç¸å ³çé®é¢ï¼å¹¶å¯¹è¾é¿çé³é¢è¿è¡æ¨çãå¨ VoiceBenchãMMAU å AudioMC çåºåæµè¯ä¸ï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéé³é¢æ¨¡åä¹åã\nå¨è§è§æ¹é¢ï¼Inkling æ¯æå¾åè¾å ¥ï¼å¯ä»¥æè¿°è§è§å å®¹ãåçç¸å ³é®é¢ï¼å¹¶åºäºç»å®çè§è§ä¿¡æ¯å±å¼æ·±å ¥æ¨çãå®å¨å¾è¡¨ãç¤ºæå¾åæ°å¦è§è§æ¨çä»»å¡ä¸è¡¨ç°çªåºãæ¨çè¿ç¨ä¸ï¼Inkling è¿å¯ä»¥è°ç¨ Python å·¥å ·ï¼éè¿æ¾å¤§ãè£åªçæä½è¾ å©çè§£å¾åï¼å¹¶å°è§è§æ¨çä¸åºäºä»£ç çæ¨çæ ç¼ç»åã\nä½ä¸ºè¯¥ç³»åçé¦ ä¸ªæ¨¡åï¼Inkling ä¸ºåç»ç ç©¶å»ºç«äºä¸ä¸ªè¾ä¸ºç¨³åºçå¤æ¨¡æåºç¡ãThinking Machines Lab è¡¨ç¤ºï¼éçæ¨¡åè§æ¨¡åè®ç»æµç¨å¨åç»çæ¬ä¸ç»§ç»æ©å±ï¼Inkling çå¤æ¨¡æè½åè¿å°è¿ä¸æ¥æåã\nå¨ FORTRESS åºåæµè¯ä¸ï¼Inkling å±ç°åºäºè¾å¼ºçå ç½®å®å ¨é²æ¤è½åãInkling æç»äºæ´å¤æå®³è¯·æ±ï¼å¯¹æ å®³å¯¹åºé®é¢çè¯¯æçä¹æ´ä½ã\nInkling åºåæµè¯\nå¢éä»å¤ä¸ªè½åç»´åº¦å¯¹ Inkling è¿è¡äºåºåè¯æµãææè¯æµåå°æ¨çå¼ºåº¦è®¾ç½®ä¸º 0.99ï¼æ¸©åº¦è®¾ç½®ä¸º 1.0ãææç¼ç¨ç±»è¯æµçåæ¡è½¨è¿¹æ å¤§token ä¸éåä¸º 25.6 ä¸ã\nä¸ºäºæé«ç»æçä¸è´æ§ï¼å¨æ¡ä»¶å è®¸çæ åµä¸ï¼å¢éå¯¹èªå®¶æ¨¡ååå¤é¨æ¨¡åé½éç¨ç¬¬ä¸æ¹å ¬å¼è¯æµç»æãå ·ä½èè¨ï¼Humanityâs Last ExamãGPQA DiamondãGDPValãTau 3 BankingãAA Omniscience å MMMU Pro çè¯æµåéç¨ Artificial Analysis å ¬å¸çåæ°ã\nInkling çè®ç»è¿ç¨\næ¶æ\nInkling æ¯ä¸æ¬¾æ··åä¸å®¶ Transformer æ¨¡åï¼å¨å¸¸è§æ¶ææ¹æ¡çåºç¡ä¸åäºå é¡¹è°æ´ï¼ä¸»è¦ç¨äºæåæçåé¿ä¸ä¸ææ§è½ã\nå ¶ MoE è®¾è®¡æ´ä½æ²¿ç¨äº DeepSeek-V3 çæè·¯ãæ¯ä¸ª MoE å±å å« 256 ä¸ªè·¯ç±ä¸å®¶å 2 ä¸ªå ±äº«ä¸å®¶ï¼æ¯ä¸ª token ä¼æ¿æ´» 6 ä¸ªè·¯ç±ä¸å®¶ãInkling éç¨åºäº sigmoid çè·¯ç±æºå¶ï¼å¹¶éè¿æ è¾ å©æå¤±çè´è½½åè¡¡åç½®æ¥å¹³è¡¡ä¸å®¶è´è½½ãè¢«éä¸çè·¯ç±ä¸å®¶ä¸å ±äº«ä¸å®¶çå¾åä¼è¿è¡èåå½ä¸åï¼åç¨äºå æç»ååèªçè¾åºã\nå¨æ³¨æåæºå¶æ¹é¢ï¼Inkling ä»¥ 5â¶1 çæ¯ä¾äº¤æ¿è®¾ç½®æ»å¨çªå£æ³¨æåå±åå ¨å±æ³¨æåå±ï¼å¹¶éç¨ 8 ä¸ª KV å¤´ãå¢éåç°ï¼ä¸æ´å¸¸è§çæè½¬ä½ç½®ç¼ç  RoPE ç¸æ¯ï¼ç¸å¯¹ä½ç½®åµå ¥å¨ä½ç½®ç¼ç ä¸è¡¨ç°æ´å¥½ï¼ä¹è½æ´ææå°å¤æ¨å°æ´é¿çåºåã\næ¤å¤ï¼å¢éè¿å¨ä¸¤ä¸ªä½ç½®å¼å ¥äºçå·ç§¯ãä¸ä¸ªä½ç½®ä½äºæ¯ä¸ªæ³¨æåå±ç Key å Value æå½±ä¹åï¼å¦ä¸ä¸ªä½ç½®ä½äºæ³¨æååæ¯å MLP æ®å·®åæ¯çè¾åºå¤ï¼å¨å®ä»¬éæ°æ±å ¥ä¸»æ®å·®æµä¹åè¿è¡å¤çã\nè®ç»\nInkling ä½¿ç¨ 45 ä¸äº¿ token å®æé¢è®ç»ï¼æ°æ®æ¶µçææ¬ãå¾åãé³é¢åè§é¢çå¤ç§å å®¹ç±»åã\nè®ç»éç¨æ··åä¼åçç¥ãå¤§è§æ¨¡ç©éµæéä½¿ç¨ Muon ä¼åå¨ï¼å ¶ä»åæ°ä½¿ç¨ Adam ä¼åå¨ãè¶ åæ°è°åº¦æ¹æ¡ååé´äºå¢éæ¤åå ³äºæ¨¡ååæµå½¢çç ç©¶ãå¢éè¿å°æéè¡°åå¼ºåº¦ä¸å¦ä¹ ççå¹³æ¹ç»å®ãå®éªè¡¨æï¼è¿ç§æ¹æ³è½å¤å¨ä¸åè®ç»å¨æä¸ä¿ææ¨¡åæéæ´ä½è§æ¨¡çç¨³å®ã\nå¨åè®ç»é¶æ®µï¼Inkling è¦çäºæ°å¦ãæºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨ãé³é¢ãå¾åãå¯¹è¯åå®å ¨çå¤ä¸ªé¢åã\nä¸ºäºå¯å¨åè®ç»ï¼å¢éé¦å ä½¿ç¨åææ°æ®è¿è¡äºä¸è½®çç£å¾®è°ãè¿äºæ°æ®ç±å æ¬ Kimi K2.5 å¨å çå¼æ¾æéæ¨¡åçæãè¯¥å¯å¨é¶æ®µåªå ç¨äºè¾å°çè®¡ç®èµæºï¼ç»å¤§é¨åç®åé½æå ¥å°å¤§è§æ¨¡å¼ºåå¦ä¹ ä¸ï¼è®ç»ç¯å¢åæ¶å æ¬åæç¯å¢åäººå·¥æå»ºç¯å¢ã\nInkling æ¯ Thinking Machines Lab é¦æ¬¡å¼å±çå¤§è§æ¨¡æ¨¡åè®ç»ï¼ä½¿ç¨ NVIDIA GB300 NVL72 ç³»ç»å®æãæªæ¥çæ¨¡åå°å¨é¢è®ç»ãåè®ç»åå¼ºåå¦ä¹ çé¶æ®µè¿ä¸æ¥æ©å¤§è®¡ç®è§æ¨¡ã\nå¤§è§æ¨¡å¼ºåå¦ä¹\nå¢ééè¿å¤§è§æ¨¡å¼æ¥å¼ºåå¦ä¹ å¡é æ¨¡åè¡ä¸ºï¼å¹¶æåå ¶æ¨çè½ååæ´ä½æ§è½ã\nä¸å¾å±ç¤ºäºæ¨¡åå¨ä¸ç»çåºæ¨çè¯æµéåä¸çå¾åï¼å ¶ä¸å æ¬ AIMEãHLEãGPQA çæµè¯ãå¼ºåå¦ä¹ æç»æ©å±å°è¶ è¿ 3000 ä¸æ¬¡ rolloutï¼å¹¶å¨ä¸¤æ¬¡æç»æ¶é´è¾é¿çè¿ç»è®ç»ä¸ä¿æç¨³å®ã\nå¨æ´ä¸ªè®ç»è¿ç¨ä¸ï¼æ¨¡åçæ¨çæ§è½æç»åç°å¯¹æ°çº¿æ§å¢é¿ï¼æç»å®ç°äºæ¾èæåã\nå¢ééè¿ä¿®æ¹ç³»ç»æ¶æ¯ï¼å¹¶è°æ´æ¯ä¸ª token çææ¬ï¼ä¸ºä¸åæ ·æ¬è®¾å®ä¸åçæ¨çå¼ºåº¦ãè¿ä½¿æ¨¡åå¨ä¸å rollout ä¸ä½¿ç¨ä¸åæ°éç tokenï¼å¹¶éæ¥å¦ä¼æ§å¶èªèº«çæ¨çå¼ºåº¦ã\nå¢éè¿è§å¯å°ï¼éçå¼ºåå¦ä¹ è®ç»æ¨è¿ï¼æ¨¡åçæ¨çé£æ ¼åºç°äºä¸ç§èªç¶å½¢æçååãæç»´é¾éæ¸åå¾æ´å ç®æ´ï¼åå°äºä¸å¿ è¦çè¯æ³æ§è¡¨è¾¾ï¼åæ¶ä»ç¶ä¿æå¯çè§£æ§ï¼ä¹æ²¡æå½±åæç»çæ¡ã\nè¿ç§ååå¹¶éå¥å±æºå¶å»æå¼å¯¼çç»æï¼åçº¯è¿½æ±æçå°±æ¨å¨äºæç»´é¾çåç¼©ãCognition å¢éè¿æå¨è®ç» SWE-1.7 æ¶ï¼ä¹è§å¯å°äºç±»ä¼¼ç°è±¡ã\nä¸é¢å±ç¤ºäº Inkling å¨åçåä¸éæ°å¦é¢æ¶ï¼å ¶æç»´é¾å¦ä½éçå¼ºåå¦ä¹ è®ç»éæ¥æ¼åã\nInkling-Small\nå¨åå¸ Inkling çåæ¶ï¼Thinking Machines Lab è¿å¸¦æ¥äº Inkling-Small çé¢è§çãå®æ¯ä¸æ¬¾æ»åæ°éä¸º 2760 äº¿çæ··åä¸å®¶æ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼ä½äº Inkling ç 410 äº¿ï¼å¨æ§è½ä¸å»¶è¿ä¹é´æä¾äºä¸åçæè¡¡ã\nå¨å¤é¡¹åºåæµè¯ä¸ï¼Inkling-Small çè¡¨ç°ä¸æ´å¤§è§æ¨¡ç Inkling æå¹³ï¼çè³ææè¶ è¶ãè¿ä¸»è¦å¾çäºå¢ééå¯¹å°æ¨¡åæ¹è¿äºé¢è®ç»æ°æ®åè®ç»æ¹æ¡ã\nä¸¤æ¬¾æ¨¡åéç¨ç¸åçå¯æ©å±åè®ç»ææ¯æ ã\næ©ææµè¯ç»ææ¾ç¤ºï¼Inkling-Small å¨æ¨çåæºè½ä½ä»»å¡ä¸çè¡¨ç°å·²ç»æ¥è¿ Inklingãåå 120 äº¿æ¿æ´»åæ°åå¯æ§çæ¨çå¼ºåº¦ï¼å®å°¤å ¶éåå¯¹ææ¬åå»¶è¿è¾ä¸ºææçå·¥ä½è´è½½ï¼ä¾å¦ç¼ç¨ãä½¿ç¨å¤§æ¨¡åè¿è¡è¯æµæåï¼ä»¥åä¸ºå ¶ä»æ¨¡åçæåææ°æ®ã\nç®åï¼Thinking Machines Lab æ£å¨å®æ Inkling-Small çæåæµè¯ï¼ç¸å ³å·¥ä½ç»æåå°åå¸å®æ´æ¨¡åæéã\nå®å¶ Inkling\nè®¸å¤ç°å®é®é¢ï¼å³ä½¿æ¯è½åæå¼ºçéç¨æ¨¡åä¹é¾ä»¥å¦¥åè§£å³ãéè¿å¾®è°å¼å ¥ä¼ä¸æç»ç»çä¸ä¸ç¥è¯ï¼å¯ä»¥è¿ä¸æ¥å¼¥è¡¥è¿ä¸å·®è·ãTinker å®¢æ·çå®é ä½¿ç¨ç»éªä¹å°è¯äºè¿ä¸ç¹ã\nInkling çåè®ç»ç»æä»¥åå¤§è§æ¨¡å¼ºåå¦ä¹ è¡¨ç°è¡¨æï¼å®è½å¤éè¿å¾®è°å¿«éå¦ä¹ åææ¡æ°çè½åã\nInkling çå¼æ¾ä¸ä½¿ç¨æ¹å¼\nInkling ç®åå·²ç»ä¸çº¿ Tinkerï¼æä¾ 6.4 ä¸å 25.6 ä¸ token ä¸¤ç§ä¸ä¸æé¿åº¦ãéæ¶æé´ï¼Inkling çä½¿ç¨ä»·æ ¼äº«åäºæä¼æ ï¼å®æ´å®ä»·ä¿¡æ¯å¯å¨å®æ¹ææ¡£ä¸æ¥çã\nä¸ºäºå¸®å© Tinker ç¨æ·æ´æ¹ä¾¿å°å¾®è° Inklingï¼å¢éæ´æ°äº Cookbookï¼ä½¿å ¶åçæ¯æ Inklingï¼å¹¶æ°å¢äºä¸å¥ç¤ºä¾æ¹æ¡ï¼ç¨äºå±ç¤º Inkling ç¬ç¹çé³é¢è½åã\nå¢éè¿åå¸äº tml-rendererï¼æ¯æå¨å å«å·¥å ·è°ç¨ãæ¨çå å®¹åå¤æ¨¡æè¾å ¥çåºæ¯ä¸ï¼æ´å¯é å°è¿è¡éæ ·ååè®ç»ã\nå¨æ£å¼å¯å¨è®ç»ä»»å¡ä¹åï¼ç¨æ·å¯ä»¥å è¿å ¥ Tinker æ§å¶å°ä¸ç Inkling Playground ä½éªæ¨¡åãè¯¥åè½æä¾èå¤©çé¢ï¼å¹¶éæäºæºè½ä½å¼ç½ç»æç´¢è½åï¼éæ¶å è´¹å¼æ¾ã\nThinking Machines Lab è¿ä¸å¤å®¶çæåä½ä¼ä¼´å±å¼åä½ï¼å¸®å©å®¢æ·é¨ç½²å¨ Tinker ä¸å¾®è°å¾å°çæ¨¡åæ£æ¥ç¹ã\nInkling å·²ç»å¯ä»¥éè¿ Together AIãFireworksãModalãDatabricks å Baseten ç API ä½¿ç¨ã\nå¨å¼æºæ¨çåå¼ºåå¦ä¹ æ¯ææ¹é¢ï¼å¢éä¸ RadixArk åä½ï¼ä¸º SGLang å Miles æä¾æ¯æï¼ä¸ Inferact åä½éé  vLLMï¼ä¸ Lightseek åä½æ¯æ TokenSpeed æ¨çï¼ä¸ Unsloth åä½æ¯æ llama.cppï¼åæ¶è¿ä¸ Hugging Face åä½ï¼å®æäºå¯¹ Transformers çéæã\nInkling çå®æ´æ¨¡åæéå·²ç»åå¸å¨ Hugging Face ä¸ï¼å æ¬åå§æ¨¡åæ£æ¥ç¹ï¼ä»¥åé¢å NVIDIA Blackwell ç³»ç»é«ææ¨çç NVFP4 æ£æ¥ç¹ã\nåèé¾æ¥ï¼https://thinkingmachines.ai/news/introducing-inkling/\nãæ¬æç±æèµçåä½ä¼ä¼´æºå¨ä¹å¿ææåå¸ï¼æ¬å¹³å°ä»\næä¾ä¿¡æ¯åå¨æå¡ãã\nãå\nè´£å£°æãï¼æ¬æä¸ææä»»ä½æèµå»ºè®®ãå¸åºæé£é©ï¼æèµéè°¨æ\nã\nå¦æä»»ä½çé®ï¼è¯·èç³»ï¼editor@zero2ipo.com.cnï¼æèµçå¤çã","source":"投资界","date":"2026-07-16T01:48:00+00:00","content":"ç± OpenAI åé¦å¸ææ¯å® Mira Murati åç«ç AI ååå ¬å¸ Thinking Machines Labï¼åååå¸äºèªç  AI æ¨¡å Inklingã\nä¸ OpenAIãAnthropic æ Google çæè°æ¨¡åä¸åï¼Inkling æ¯ä¸æ¬¾å¼æ¾æéæ¨¡åï¼å¤é¨å¼åè åä¼ä¸å¯ä»¥ç´æ¥ä¸è½½ï¼å¹¶æ ¹æ®èªèº«éæ±è¿è¡ä¿®æ¹ãæ£å¦å®æ¹ä»ç»çï¼Inkling è½å¤é«æå°å¯¹ææ¬ãå¾ååé³é¢è¿è¡è·¨æ¨¡ææ¨çãä¸æ¤åæ¶ï¼Inkling å®æ´æ¨¡åæéä¹å°å¼æ¾ã\nInkling éç¨æ··åä¸å®¶ Transformer æ¶æï¼æ»åæ°éä¸º 9750 äº¿ï¼æ¿æ´»åæ°éä¸º 410 äº¿ï¼æ¯ææé« 100 ä¸ token çä¸ä¸æçªå£ã\nInkling ä½¿ç¨ 45 ä¸äº¿ token çææ¬ãå¾åãé³é¢åè§é¢æ°æ®å®æé¢è®ç»ãå®æ¯ä¸ä¸ªä¸åè§æ¨¡æ¨¡åå®¶æä¸çé¦ æ¬¾äº§åã\nä¸æ¤åæ¶ï¼Thinking Machines Lab è¿åå¸äº Inkling-Small é¢è§çãè¿æ¯ä¸æ¬¾æ´è½»éçæ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼éç¨ä¸ Inkling ç¸ä¼¼çè®ç»æ¹æ³ï¼è½å¤ä»¥æ´ä½çææ¬åå»¶è¿å®ç°åºè²æ§è½ã\nInkling è½å¤åçå¤çå¹¶æ¨çææ¬ãå¾ååé³é¢ï¼å¹¶éè¿é«æãå¯æ§çæ¨çå¼ºåº¦ï¼å¨ææ¬ä¸æ§è½ä¹é´åå¾å¹³è¡¡ãInkling å¨å¤ä¸ªé¢åé½æè¾å¼ºè¡¨ç°ï¼åæ¶å ·å¤è¶³å¤ççµæ´»æ§ï¼è½å¤éé ä¸åéæ±ã\nå®æ¹è¡¨ç¤ºï¼Inkling å¹¶ä¸æ¯ç®åç»¼åè½åæå¼ºçæ¨¡åï¼æ è®ºä¸å¼æºæ¨¡åè¿æ¯éæºæ¨¡åç¸æ¯é½æ¯å¦æ¤ãå®çä»·å¼å¨äºå¤é¡¹ç¹æ§çç»åï¼ä½¿å ¶æä¸ºéåå®å¶çå¼æ¾æéåºç¡æ¨¡åï¼å æ¬å¤æ¨¡æè½åãé«ææ¨çï¼ä»¥åå¯ä»¥éè¿ Tinker è¿è¡å¾®è°ãæ¾ç¶ï¼è¯¥å ¬å¸è¿½æ±çæ¯åè¡¡å ¨é¢çæ§è½ã\nInkling åªæ¯ä¸ä¸ªå¼å§ãå®æ¯ Thinking Machines Lab åå¸çæ¨¡åå®¶æä¸çç¬¬ ä¸æ¬¾äº§åï¼æªæ¥è¿ä¼å¨æ¤åºç¡ä¸æç»è¿ä»£ã\nä¸ºäºè®©æ¨¡åå®å¶è¦çæ´å¤åºç¨åºæ¯ï¼Thinking Machines Lab å·²å¨ Tinker å¹³å°å¼æ¾ Inkling çå¾®è°è½åã\nå¨è¯¥å ¬å¸çæ¥ï¼éæ©éåå¾®è°çåºç¡æ¨¡åï¼æ¢éè¦åèå¯éåçåºåæµè¯ï¼ä¹ç¦»ä¸å¼å¼åè å¨å®é ä½¿ç¨ä¸å¯¹æ¨¡åé£æ ¼ä¸è¡¨ç°çå¤æãä¸ºæ¤ï¼Tinker æ§å¶å°æ°å¢äº Inkling Playgroundï¼å¼åè å¯ä»¥ç´æ¥ä¸æ¨¡åäº¤äºï¼æ´ç´è§å°äºè§£å ¶è½åç¹ç¹ã\nä¸ºäºè¿ä¸æ¥å±ç¤ºæ¨¡åå®å¶çå®é ææï¼Thinking Machines Lab è¿è¿è¡äºä¸æ¬¡é¢å ·å®éªæ§çå°è¯ï¼è®© Inkling åä¸èªèº«çå¾®è°è¿ç¨ãInkling éè¿ Tinker ç¼åå¾®è°ä»»å¡ãè¿è¡è®ç»æµç¨ï¼å¹¶å¯¹æç»ç»æè¿è¡è¯ä¼°ã\nInkling è½å\nä¸é¢å°å±ç¤º Inkling è½å¤å®æåªäºä»»å¡ï¼ä»¥åå®å¨å¯ä¿¡åº¦ãå®å ¨æ§çéè¦ç»´åº¦ä¸çè¡¨ç°ã\néç¨æ¨¡å\nInkling çè®¾è®¡ç®æ æ¯è¦çå¹¿æ³çä»»å¡ç±»åãè®ç»è¿ç¨ä¸ï¼å®åæ¶é¢åæºè½ä½ãæ¨çãç¼ç¨ãæä»¤éµå¾ªãäºå®åç¡®æ§ãè§è§åé³é¢çä»»å¡å±å¼ï¼èæ²¡æéå¯¹æä¸ä¸ªé¢åè¿è¡ççªä¼åã\nè¿ç§è½åå¹¿åº¦å¯¹äºæ¨¡åå®å¶åå®é åºç¨ååéè¦ãä¸åç¨æ·éè¦æ¨¡åéåºå·®å¼å¾å¤§çå·¥ä½æµç¨ï¼èä¸åªæ¯æ é¿å¨åºåæµè¯ä¸åå¾é«åã\næºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨\nä¸ä¸ªéåå¾®è°çå¼ºå¤§åºç¡æ¨¡åï¼éè¦è½å¤çµæ´»è°ç¨æºè½ä½å·¥å ·ï¼è§£å³å¤ç§ä¸åç±»åçä»»å¡ãå¨å¤§å¤æ°æºè½ä½åºåæµè¯ä¸ï¼Inkling å¨å¼æ¾æéæ¨¡åä¸é½åå¾äºè¾å¥½çæç»©ã\nè®ç»è¿ç¨ä¸ï¼Inkling è¢«ç½®äºå¤ç§ç¼ç¨ä¸æºè½ä½æ¡æ¶ä¸è¿è¡ãå¢éè¿éæºè°æ´äºè®ç»æ¶ä½¿ç¨çå·¥å ·éåå·¥å ·å®ä¹ï¼ä»¥éä½æ¨¡åå¯¹æä¸ç§ç¹å®æ¡æ¶çä¾èµã\nä¸é¢å±ç¤ºå ä¸ª Inkling è¿è¡æºè½ä½ç¼ç¨åå·¥å ·è°ç¨çæ¡ä¾ï¼ä»¥åå®å¨è¿ç¨ä¸çæçææã\nä¸æ¬¡çæï¼One-shotï¼å¸¦æå åµæµè§å¨æä½è½åç Web åºç¨\nInkling éè¿ä¸æ¬¡çæå°±æå»ºåºä¸ä¸ªå¯æ£å¸¸è¿è¡ç Web åºç¨ãéåï¼å®è¿ä¸ºè¯¥åºç¨æä¾äºä¸ä¸ªå åµ AI å©æï¼ç¨æ·å¯ä»¥éè¿èªç¶è¯è¨æä»¤ï¼è®©å©æç´æ¥æä½ Web åºç¨çé¢ã\nDesign Arena\nInkling åå äº Design Arena çæºè½ä½ Web å¼åæè¡æ¦è¯æµãå¨è¯¥è¯æµä¸ï¼å¿åçäººç±»è¯å®¡ä¼å¯¹æ¨¡åçæç Web åºç¨è¿è¡ä¸¤ä¸¤å¯¹æ¯ãè¯æµç»ææ¾ç¤ºï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéæ¨¡åä¹åã\né£æ ¼ç»ä¸çå¤é¡µé¢ææ\nInkling è½å¤åå»ºå¤é¡µé¢çå®æ´ææï¼åç¡®éµå¾ªæä»¤ãåç°å¯é çä¿¡æ¯ï¼å¹¶å¨ä¸åé¡µé¢ä¹é´ä¿æç»ä¸è¿è´¯çè§è§é£æ ¼ä¸è®¾è®¡ã\nå¤äººæ¸¸æ\nå¨ GPT Codex æ ä»»è¯å®¡çæ åµä¸ï¼Inkling æ ¹æ®å ¶åé¦è¿è¡äº 40 è½®è¿ä»£ï¼éæ¥å®åäºä¸æ¬¾å¨çº¿å¤äººè´ªåèæ¸¸æã\nè½å¤æç»å®æé¿å¨æçä¼åï¼å¹¶æ ¹æ®åé¦ä¸ææ¹è¿ï¼æ¯äº§åºé«è´¨éåä½ææçå ³é®è½åã\nå¯æ§çæ¨çå¼ºåº¦\næ¨çæ¶æ©å±è½ååé®é¢è§£å³è½åï¼æ¯è¡¡éæ¨¡åçæ ¸å¿ææ ï¼ä½å¾é¾ç¨ä¸ä¸ªæ°åå®æ´æ¦æ¬ãå¯¹äºå¸æéå¯¹ç¹å®ä»»å¡è¿è¡æ¨¡åå¾®è°çå¼åè æ¥è¯´ï¼æçä¸æ¨¡åå¨å ¬å¼åºåæµè¯ä¸ä»¥æé«æ¨çå¼ºåº¦åå¾çæç»©åæ ·éè¦ãç°å®åºç¨éå¸¸åå°ææ¬åå»¶è¿çä¸¥æ ¼éå¶ï¼å ¶ä¸ï¼ä½å»¶è¿å¯¹äºéè¿æç»è¿ä»£å®ç°åä½ä¸æ¹è¿å°¤ä¸ºå ³é®ã\nInkling æ¯æå¯¹æ¨çå¼ºåº¦è¿è¡è°èï¼è®©å¼åè å¯ä»¥å¨æ§è½ä¸ token æçä¹é´çµæ´»æè¡¡ãä¸å¾å±ç¤ºäº Inkling åå ¶ä»å¼æ¾æéæ¨¡åå¨å¤é¡¹åºåæµè¯ä¸çæ¨çå¼ºåº¦ä¸æ§è½æ²çº¿ï¼å æ¬ç¨äºè¯ä¼°æºè½ä½ç¼ç¨è½åç Terminal Bench 2.1ãç¨äºè¯ä¼°é«çº§æ¨çè½åç HLEï¼ä»¥åç¨äºè¯ä¼°æä»¤éµå¾ªè½åç IFBenchã\nå¨ Terminal Bench ä¸ï¼Inkling åªéä½¿ç¨ Nemotron 3 Ultra ä¸åä¹ä¸ç tokenï¼å°±è½è¾¾å°ç¸åçæ§è½æ°´å¹³ãå¯¹äºéè¦è¿è¡æ°ç¾ä¸æ¬¡ï¼æè¢«åµå ¥é¿æµç¨å·¥ä½æµä¸çæ¨¡åæ¥è¯´ï¼ææ¬ä¸å»¶è¿è³å ³éè¦ãéè¿è§å¯å®æ´çææ¬ä¸æ§è½æ²çº¿ï¼å¼åè å¯ä»¥ä¸ºä¸ååºç¨åºæ¯éæ©æ´åéçæ¨¡åã\nå¤æ¨¡æè½å\nInkling çä¸é¡¹éè¦è®¾è®¡ç®æ ï¼æ¯ä½ä¸º Thinking Machines Lab è¿æåå¸çäº¤äºæ¨¡åç³»ç»ä¸çåå°æ¨çæ¨¡åãäº¤äºæ¨¡åæ¯æç¨æ·éè¿è¯é³åè§è§è¿è¡å®æ¶ãèªç¶çåä½ï¼å æ¤éè¦ä¸ä¸ªç»è¿åçè®ç»ãå ·å¤å¹¿æ³å¤æ¨¡æè½åçæ¨¡åä½ä¸ºåºç¡ã\nInkling çå¤æ¨¡æç»ä»¶ä½¿ç¨éç¨é¢åæ°æ®ä»é¶å¼å§è®ç»ãå¢ééç¨äºä¸äº¤äºæ¨¡åè®¾è®¡ä¸è´çæ ç¼ç å¨æ¶æï¼å¤çé³é¢åè§è§è¾å ¥ãé³é¢ä¿¡å·ä»¥ dMel é¢è°±å¾çå½¢å¼è¾å ¥ï¼å¾ååè¢«ååä¸º 40Ã40 åç´ çå¾ååï¼å¹¶éè¿ä¸ä¸ªåå± hMLP è¿è¡ç¼ç ãéåï¼ä¸¤ç±»è¾å ¥é½ç»è¿è½»éçº§åµå ¥å±è½¬æ¢ï¼å¹¶ä¸ææ¬ token ä¸åè¿è¡å¤çã\nå¨é³é¢æ¹é¢ï¼Inkling è½å¤å®æè¯é³è½¬åãéµå¾ªè¯é³æä»¤ãåçä¸å½é³å å®¹ç¸å ³çé®é¢ï¼å¹¶å¯¹è¾é¿çé³é¢è¿è¡æ¨çãå¨ VoiceBenchãMMAU å AudioMC çåºåæµè¯ä¸ï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéé³é¢æ¨¡åä¹åã\nå¨è§è§æ¹é¢ï¼Inkling æ¯æå¾åè¾å ¥ï¼å¯ä»¥æè¿°è§è§å å®¹ãåçç¸å ³é®é¢ï¼å¹¶åºäºç»å®çè§è§ä¿¡æ¯å±å¼æ·±å ¥æ¨çãå®å¨å¾è¡¨ãç¤ºæå¾åæ°å¦è§è§æ¨çä»»å¡ä¸è¡¨ç°çªåºãæ¨çè¿ç¨ä¸ï¼Inkling è¿å¯ä»¥è°ç¨ Python å·¥å ·ï¼éè¿æ¾å¤§ãè£åªçæä½è¾ å©çè§£å¾åï¼å¹¶å°è§è§æ¨çä¸åºäºä»£ç çæ¨çæ ç¼ç»åã\nä½ä¸ºè¯¥ç³»åçé¦ ä¸ªæ¨¡åï¼Inkling ä¸ºåç»ç ç©¶å»ºç«äºä¸ä¸ªè¾ä¸ºç¨³åºçå¤æ¨¡æåºç¡ãThinking Machines Lab è¡¨ç¤ºï¼éçæ¨¡åè§æ¨¡åè®ç»æµç¨å¨åç»çæ¬ä¸ç»§ç»æ©å±ï¼Inkling çå¤æ¨¡æè½åè¿å°è¿ä¸æ¥æåã\nå¨ FORTRESS åºåæµè¯ä¸ï¼Inkling å±ç°åºäºè¾å¼ºçå ç½®å®å ¨é²æ¤è½åãInkling æç»äºæ´å¤æå®³è¯·æ±ï¼å¯¹æ å®³å¯¹åºé®é¢çè¯¯æçä¹æ´ä½ã\nInkling åºåæµè¯\nå¢éä»å¤ä¸ªè½åç»´åº¦å¯¹ Inkling è¿è¡äºåºåè¯æµãææè¯æµåå°æ¨çå¼ºåº¦è®¾ç½®ä¸º 0.99ï¼æ¸©åº¦è®¾ç½®ä¸º 1.0ãææç¼ç¨ç±»è¯æµçåæ¡è½¨è¿¹æ å¤§token ä¸éåä¸º 25.6 ä¸ã\nä¸ºäºæé«ç»æçä¸è´æ§ï¼å¨æ¡ä»¶å è®¸çæ åµä¸ï¼å¢éå¯¹èªå®¶æ¨¡ååå¤é¨æ¨¡åé½éç¨ç¬¬ä¸æ¹å ¬å¼è¯æµç»æãå ·ä½èè¨ï¼Humanityâs Last ExamãGPQA DiamondãGDPValãTau 3 BankingãAA Omniscience å MMMU Pro çè¯æµåéç¨ Artificial Analysis å ¬å¸çåæ°ã\nInkling çè®ç»è¿ç¨\næ¶æ\nInkling æ¯ä¸æ¬¾æ··åä¸å®¶ Transformer æ¨¡åï¼å¨å¸¸è§æ¶ææ¹æ¡çåºç¡ä¸åäºå é¡¹è°æ´ï¼ä¸»è¦ç¨äºæåæçåé¿ä¸ä¸ææ§è½ã\nå ¶ MoE è®¾è®¡æ´ä½æ²¿ç¨äº DeepSeek-V3 çæè·¯ãæ¯ä¸ª MoE å±å å« 256 ä¸ªè·¯ç±ä¸å®¶å 2 ä¸ªå ±äº«ä¸å®¶ï¼æ¯ä¸ª token ä¼æ¿æ´» 6 ä¸ªè·¯ç±ä¸å®¶ãInkling éç¨åºäº sigmoid çè·¯ç±æºå¶ï¼å¹¶éè¿æ è¾ å©æå¤±çè´è½½åè¡¡åç½®æ¥å¹³è¡¡ä¸å®¶è´è½½ãè¢«éä¸çè·¯ç±ä¸å®¶ä¸å ±äº«ä¸å®¶çå¾åä¼è¿è¡èåå½ä¸åï¼åç¨äºå æç»ååèªçè¾åºã\nå¨æ³¨æåæºå¶æ¹é¢ï¼Inkling ä»¥ 5â¶1 çæ¯ä¾äº¤æ¿è®¾ç½®æ»å¨çªå£æ³¨æåå±åå ¨å±æ³¨æåå±ï¼å¹¶éç¨ 8 ä¸ª KV å¤´ãå¢éåç°ï¼ä¸æ´å¸¸è§çæè½¬ä½ç½®ç¼ç  RoPE ç¸æ¯ï¼ç¸å¯¹ä½ç½®åµå ¥å¨ä½ç½®ç¼ç ä¸è¡¨ç°æ´å¥½ï¼ä¹è½æ´ææå°å¤æ¨å°æ´é¿çåºåã\næ¤å¤ï¼å¢éè¿å¨ä¸¤ä¸ªä½ç½®å¼å ¥äºçå·ç§¯ãä¸ä¸ªä½ç½®ä½äºæ¯ä¸ªæ³¨æåå±ç Key å Value æå½±ä¹åï¼å¦ä¸ä¸ªä½ç½®ä½äºæ³¨æååæ¯å MLP æ®å·®åæ¯çè¾åºå¤ï¼å¨å®ä»¬éæ°æ±å ¥ä¸»æ®å·®æµä¹åè¿è¡å¤çã\nè®ç»\nInkling ä½¿ç¨ 45 ä¸äº¿ token å®æé¢è®ç»ï¼æ°æ®æ¶µçææ¬ãå¾åãé³é¢åè§é¢çå¤ç§å å®¹ç±»åã\nè®ç»éç¨æ··åä¼åçç¥ãå¤§è§æ¨¡ç©éµæéä½¿ç¨ Muon ä¼åå¨ï¼å ¶ä»åæ°ä½¿ç¨ Adam ä¼åå¨ãè¶ åæ°è°åº¦æ¹æ¡ååé´äºå¢éæ¤åå ³äºæ¨¡ååæµå½¢çç ç©¶ãå¢éè¿å°æéè¡°åå¼ºåº¦ä¸å¦ä¹ ççå¹³æ¹ç»å®ãå®éªè¡¨æï¼è¿ç§æ¹æ³è½å¤å¨ä¸åè®ç»å¨æä¸ä¿ææ¨¡åæéæ´ä½è§æ¨¡çç¨³å®ã\nå¨åè®ç»é¶æ®µï¼Inkling è¦çäºæ°å¦ãæºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨ãé³é¢ãå¾åãå¯¹è¯åå®å ¨çå¤ä¸ªé¢åã\nä¸ºäºå¯å¨åè®ç»ï¼å¢éé¦å ä½¿ç¨åææ°æ®è¿è¡äºä¸è½®çç£å¾®è°ãè¿äºæ°æ®ç±å æ¬ Kimi K2.5 å¨å çå¼æ¾æéæ¨¡åçæãè¯¥å¯å¨é¶æ®µåªå ç¨äºè¾å°çè®¡ç®èµæºï¼ç»å¤§é¨åç®åé½æå ¥å°å¤§è§æ¨¡å¼ºåå¦ä¹ ä¸ï¼è®ç»ç¯å¢åæ¶å æ¬åæç¯å¢åäººå·¥æå»ºç¯å¢ã\nInkling æ¯ Thinking Machines Lab é¦æ¬¡å¼å±çå¤§è§æ¨¡æ¨¡åè®ç»ï¼ä½¿ç¨ NVIDIA GB300 NVL72 ç³»ç»å®æãæªæ¥çæ¨¡åå°å¨é¢è®ç»ãåè®ç»åå¼ºåå¦ä¹ çé¶æ®µè¿ä¸æ¥æ©å¤§è®¡ç®è§æ¨¡ã\nå¤§è§æ¨¡å¼ºåå¦ä¹\nå¢ééè¿å¤§è§æ¨¡å¼æ¥å¼ºåå¦ä¹ å¡é æ¨¡åè¡ä¸ºï¼å¹¶æåå ¶æ¨çè½ååæ´ä½æ§è½ã\nä¸å¾å±ç¤ºäºæ¨¡åå¨ä¸ç»çåºæ¨çè¯æµéåä¸çå¾åï¼å ¶ä¸å æ¬ AIMEãHLEãGPQA çæµè¯ãå¼ºåå¦ä¹ æç»æ©å±å°è¶ è¿ 3000 ä¸æ¬¡ rolloutï¼å¹¶å¨ä¸¤æ¬¡æç»æ¶é´è¾é¿çè¿ç»è®ç»ä¸ä¿æç¨³å®ã\nå¨æ´ä¸ªè®ç»è¿ç¨ä¸ï¼æ¨¡åçæ¨çæ§è½æç»åç°å¯¹æ°çº¿æ§å¢é¿ï¼æç»å®ç°äºæ¾èæåã\nå¢ééè¿ä¿®æ¹ç³»ç»æ¶æ¯ï¼å¹¶è°æ´æ¯ä¸ª token çææ¬ï¼ä¸ºä¸åæ ·æ¬è®¾å®ä¸åçæ¨çå¼ºåº¦ãè¿ä½¿æ¨¡åå¨ä¸å rollout ä¸ä½¿ç¨ä¸åæ°éç tokenï¼å¹¶éæ¥å¦ä¼æ§å¶èªèº«çæ¨çå¼ºåº¦ã\nå¢éè¿è§å¯å°ï¼éçå¼ºåå¦ä¹ è®ç»æ¨è¿ï¼æ¨¡åçæ¨çé£æ ¼åºç°äºä¸ç§èªç¶å½¢æçååãæç»´é¾éæ¸åå¾æ´å ç®æ´ï¼åå°äºä¸å¿ è¦çè¯æ³æ§è¡¨è¾¾ï¼åæ¶ä»ç¶ä¿æå¯çè§£æ§ï¼ä¹æ²¡æå½±åæç»çæ¡ã\nè¿ç§ååå¹¶éå¥å±æºå¶å»æå¼å¯¼çç»æï¼åçº¯è¿½æ±æçå°±æ¨å¨äºæç»´é¾çåç¼©ãCognition å¢éè¿æå¨è®ç» SWE-1.7 æ¶ï¼ä¹è§å¯å°äºç±»ä¼¼ç°è±¡ã\nä¸é¢å±ç¤ºäº Inkling å¨åçåä¸éæ°å¦é¢æ¶ï¼å ¶æç»´é¾å¦ä½éçå¼ºåå¦ä¹ è®ç»éæ¥æ¼åã\nInkling-Small\nå¨åå¸ Inkling çåæ¶ï¼Thinking Machines Lab è¿å¸¦æ¥äº Inkling-Small çé¢è§çãå®æ¯ä¸æ¬¾æ»åæ°éä¸º 2760 äº¿çæ··åä¸å®¶æ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼ä½äº Inkling ç 410 äº¿ï¼å¨æ§è½ä¸å»¶è¿ä¹é´æä¾äºä¸åçæè¡¡ã\nå¨å¤é¡¹åºåæµè¯ä¸ï¼Inkling-Small çè¡¨ç°ä¸æ´å¤§è§æ¨¡ç Inkling æå¹³ï¼çè³ææè¶ è¶ãè¿ä¸»è¦å¾çäºå¢ééå¯¹å°æ¨¡åæ¹è¿äºé¢è®ç»æ°æ®åè®ç»æ¹æ¡ã\nä¸¤æ¬¾æ¨¡åéç¨ç¸åçå¯æ©å±åè®ç»ææ¯æ ã\næ©ææµè¯ç»ææ¾ç¤ºï¼Inkling-Small å¨æ¨çåæºè½ä½ä»»å¡ä¸çè¡¨ç°å·²ç»æ¥è¿ Inklingãåå 120 äº¿æ¿æ´»åæ°åå¯æ§çæ¨çå¼ºåº¦ï¼å®å°¤å ¶éåå¯¹ææ¬åå»¶è¿è¾ä¸ºææçå·¥ä½è´è½½ï¼ä¾å¦ç¼ç¨ãä½¿ç¨å¤§æ¨¡åè¿è¡è¯æµæåï¼ä»¥åä¸ºå ¶ä»æ¨¡åçæåææ°æ®ã\nç®åï¼Thinking Machines Lab æ£å¨å®æ Inkling-Small çæåæµè¯ï¼ç¸å ³å·¥ä½ç»æåå°åå¸å®æ´æ¨¡åæéã\nå®å¶ Inkling\nè®¸å¤ç°å®é®é¢ï¼å³ä½¿æ¯è½åæå¼ºçéç¨æ¨¡åä¹é¾ä»¥å¦¥åè§£å³ãéè¿å¾®è°å¼å ¥ä¼ä¸æç»ç»çä¸ä¸ç¥è¯ï¼å¯ä»¥è¿ä¸æ¥å¼¥è¡¥è¿ä¸å·®è·ãTinker å®¢æ·çå®é ä½¿ç¨ç»éªä¹å°è¯äºè¿ä¸ç¹ã\nInkling çåè®ç»ç»æä»¥åå¤§è§æ¨¡å¼ºåå¦ä¹ è¡¨ç°è¡¨æï¼å®è½å¤éè¿å¾®è°å¿«éå¦ä¹ åææ¡æ°çè½åã\nInkling çå¼æ¾ä¸ä½¿ç¨æ¹å¼\nInkling ç®åå·²ç»ä¸çº¿ Tinkerï¼æä¾ 6.4 ä¸å 25.6 ä¸ token ä¸¤ç§ä¸ä¸æé¿åº¦ãéæ¶æé´ï¼Inkling çä½¿ç¨ä»·æ ¼äº«åäºæä¼æ ï¼å®æ´å®ä»·ä¿¡æ¯å¯å¨å®æ¹ææ¡£ä¸æ¥çã\nä¸ºäºå¸®å© Tinker ç¨æ·æ´æ¹ä¾¿å°å¾®è° Inklingï¼å¢éæ´æ°äº Cookbookï¼ä½¿å ¶åçæ¯æ Inklingï¼å¹¶æ°å¢äºä¸å¥ç¤ºä¾æ¹æ¡ï¼ç¨äºå±ç¤º Inkling ç¬ç¹çé³é¢è½åã\nå¢éè¿åå¸äº tml-rendererï¼æ¯æå¨å å«å·¥å ·è°ç¨ãæ¨çå å®¹åå¤æ¨¡æè¾å ¥çåºæ¯ä¸ï¼æ´å¯é å°è¿è¡éæ ·ååè®ç»ã\nå¨æ£å¼å¯å¨è®ç»ä»»å¡ä¹åï¼ç¨æ·å¯ä»¥å è¿å ¥ Tinker æ§å¶å°ä¸ç Inkling Playground ä½éªæ¨¡åãè¯¥åè½æä¾èå¤©çé¢ï¼å¹¶éæäºæºè½ä½å¼ç½ç»æç´¢è½åï¼éæ¶å è´¹å¼æ¾ã\nThinking Machines Lab è¿ä¸å¤å®¶çæåä½ä¼ä¼´å±å¼åä½ï¼å¸®å©å®¢æ·é¨ç½²å¨ Tinker ä¸å¾®è°å¾å°çæ¨¡åæ£æ¥ç¹ã\nInkling å·²ç»å¯ä»¥éè¿ Together AIãFireworksãModalãDatabricks å Baseten ç API ä½¿ç¨ã\nå¨å¼æºæ¨çåå¼ºåå¦ä¹ æ¯ææ¹é¢ï¼å¢éä¸ RadixArk åä½ï¼ä¸º SGLang å Miles æä¾æ¯æï¼ä¸ Inferact åä½éé  vLLMï¼ä¸ Lightseek åä½æ¯æ TokenSpeed æ¨çï¼ä¸ Unsloth åä½æ¯æ llama.cppï¼åæ¶è¿ä¸ Hugging Face åä½ï¼å®æäºå¯¹ Transformers çéæã\nInkling çå®æ´æ¨¡åæéå·²ç»åå¸å¨ Hugging Face ä¸ï¼å æ¬åå§æ¨¡åæ£æ¥ç¹ï¼ä»¥åé¢å NVIDIA Blackwell ç³»ç»é«ææ¨çç NVFP4 æ£æ¥ç¹ã\nåèé¾æ¥ï¼https://thinkingmachines.ai/news/introducing-inkling/\nãæ¬æç±æèµçåä½ä¼ä¼´æºå¨ä¹å¿ææåå¸ï¼æ¬å¹³å°ä»\næä¾ä¿¡æ¯åå¨æå¡ãã\nãå\nè´£å£°æãï¼æ¬æä¸ææä»»ä½æèµå»ºè®®ãå¸åºæé£é©ï¼æèµéè°¨æ\nã\nå¦æä»»ä½çé®ï¼è¯·èç³»ï¼editor@zero2ipo.com.cnï¼æèµçå¤çã","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//news.pedaily.cn/202607/566386.shtml","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 10146 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 10146 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":10146,"summary_length":10146,"usable_text_length":10146,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":10146,"summary_length":10146}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/37908","export_markdown":"/api/items/37908/export?format=markdown","export_json":"/api/items/37908/export?format=json","diagnose":"/api/diagnose?url=https%3A//news.pedaily.cn/202607/566386.shtml"},"formats":{"full":{"id":37908,"title":"刚刚，Thinking Machines首发大模型：9750亿参数，完整开放权重 - 投资界","url":"https://news.pedaily.cn/202607/566386.shtml","source":"投资界","author":null,"published_at":"2026-07-16T01:48:00+00:00","locale":"zh","topic":"ai","tags":[],"excerpt":"ç± OpenAI åé¦å¸ææ¯å® Mira Murati åç«ç AI ååå ¬å¸ Thinking Machines Labï¼åååå¸äºèªç  AI æ¨¡å Inklingã\nä¸ OpenAIãAnthropic æ Google çæè°æ¨¡åä¸åï¼Inkling æ¯ä¸æ¬¾å¼æ¾æéæ¨¡åï¼å¤é¨å¼åè åä¼ä¸å¯ä»¥ç´æ¥ä¸è½½ï¼å¹¶æ ¹æ®èªèº«éæ±è¿è¡ä¿®æ¹ãæ£å¦å®æ¹ä»ç»çï¼Inkling è½å¤é«æå°å¯¹ææ¬ãå¾ååé³é¢è¿è¡è·¨æ¨¡ææ¨çãä¸æ¤åæ¶ï¼Inkling å®æ´æ¨¡åæéä¹å°å¼æ¾ã\nInkling éç¨æ··åä¸å®¶ Transformer æ¶æï¼æ»åæ°éä¸º 9750 äº¿ï¼æ¿æ´»åæ°éä¸º 410 äº¿ï¼æ¯ææé« 100 ä¸ token çä¸ä¸æçªå£ã\nInkling ä½¿ç¨ 45 ä¸äº¿ token çææ¬ãå¾åãé³é¢åè§é¢æ°æ®å®æé¢è®ç»ãå®æ¯ä¸ä¸ªä¸åè§æ¨¡æ¨¡åå®¶æä¸çé¦ æ¬¾äº§åã\nä¸æ¤åæ¶ï¼Thinking Machines Lab è¿åå¸äº Inkling-Small é¢è§çãè¿æ¯ä¸æ¬¾æ´è½»éçæ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼éç¨ä¸ Inkling ç¸ä¼¼çè®ç»æ¹æ³ï¼è½å¤ä»¥æ´ä½çææ¬åå»¶è¿å®ç°åºè²æ§è½ã\nInkling è½å¤åçå¤çå¹¶æ¨çææ¬ãå¾ååé³é¢ï¼å¹¶éè¿é«æãå¯æ§çæ¨çå¼ºåº¦ï¼å¨ææ¬ä¸æ§è½ä¹é´åå¾å¹³è¡¡ãInkling å¨å¤ä¸ªé¢åé½æè¾å¼ºè¡¨ç°ï¼åæ¶å ·å¤è¶³å¤ççµæ´»æ§ï¼è½å¤éé ä¸åéæ±ã\nå®æ¹è¡¨ç¤ºï¼Inkling å¹¶ä¸æ¯ç®åç»¼åè½åæå¼ºçæ¨¡åï¼æ è®ºä¸å¼æºæ¨¡åè¿æ¯éæºæ¨¡åç¸æ¯é½æ¯å¦æ¤ãå®çä»·å¼å¨äºå¤é¡¹ç¹æ§çç»åï¼ä½¿å ¶æä¸ºéåå®å¶çå¼æ¾æéåºç¡æ¨¡åï¼å æ¬å¤æ¨¡æè½åãé«ææ¨çï¼ä»¥åå¯ä»¥éè¿ Tinker è¿è¡å¾®è°ãæ¾ç¶ï¼è¯¥å ¬å¸è¿½æ±çæ¯åè¡¡å ¨é¢çæ§è½ã\nInkling åªæ¯ä¸ä¸ªå¼å§ãå®æ¯ Thinking Machines Lab åå¸çæ¨¡åå®¶æä¸çç¬¬ ä¸æ¬¾äº§åï¼æªæ¥è¿ä¼å¨æ¤åºç¡ä¸æç»è¿ä»£ã\nä¸ºäºè®©æ¨¡åå®å¶è¦çæ´å¤åºç¨åºæ¯ï¼Thinking Machines Lab å·²å¨ Tinker å¹³å°å¼æ¾ Inkling çå¾®è°è½åã\nå¨è¯¥å ¬å¸çæ¥ï¼éæ©éåå¾®è°çåºç¡æ¨¡åï¼æ¢éè¦åèå¯éåçåºåæµè¯ï¼ä¹ç¦»ä¸å¼å¼åè å¨å®é ä½¿ç¨ä¸å¯¹æ¨¡åé£æ ¼ä¸è¡¨ç°çå¤æãä¸ºæ¤ï¼Tinker æ§å¶å°æ°å¢äº Inkling Playgroundï¼å¼åè å¯ä»¥ç´æ¥ä¸æ¨¡åäº¤äºï¼æ´ç´è§å°äºè§£å ¶è½åç¹ç¹ã\nä¸ºäºè¿ä¸æ¥å±ç¤ºæ¨¡åå®å¶çå®é ææï¼Thinking Machines Lab è¿è¿è¡äºä¸æ¬¡é¢å ·å®éªæ§çå°è¯ï¼è®© Inkling åä¸èªèº«çå¾®è°è¿ç¨ãInkling éè¿ Tinker ç¼åå¾®è°ä»»å¡ãè¿è¡è®ç»æµç¨ï¼å¹¶å¯¹æç»ç»æè¿è¡è¯ä¼°ã\nInkling è½å\nä¸é¢å°å±ç¤º Inkling è½å¤å®æåªäºä»»å¡ï¼ä»¥åå®å¨å¯ä¿¡åº¦ãå®å ¨æ§çéè¦ç»´åº¦ä¸çè¡¨ç°ã\néç¨æ¨¡å\nInkling çè®¾è®¡ç®æ æ¯è¦çå¹¿æ³çä»»å¡ç±»åãè®ç»è¿ç¨ä¸ï¼å®åæ¶é¢åæºè½ä½ãæ¨çãç¼ç¨ãæä»¤éµå¾ªãäºå®åç¡®æ§ãè§è§åé³é¢çä»»å¡å±å¼ï¼èæ²¡æéå¯¹æä¸ä¸ªé¢åè¿è¡ççªä¼åã\nè¿ç§è½åå¹¿åº¦å¯¹äºæ¨¡åå®å¶åå®é åºç¨ååéè¦ãä¸åç¨æ·éè¦æ¨¡åéåºå·®å¼å¾å¤§çå·¥ä½æµç¨ï¼èä¸åªæ¯æ é¿å¨åºåæµè¯ä¸åå¾é«åã\næºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨\nä¸ä¸ªéåå¾®è°çå¼ºå¤§åºç¡æ¨¡åï¼éè¦è½å¤çµæ´»è°ç¨æºè½ä½å·¥å ·ï¼è§£å³å¤ç§ä¸åç±»åçä»»å¡ãå¨å¤§å¤æ°æºè½ä½åºåæµè¯ä¸ï¼Inkling å¨å¼æ¾æéæ¨¡åä¸é½åå¾äºè¾å¥½çæç»©ã\nè®ç»è¿ç¨ä¸ï¼Inkling è¢«ç½®äºå¤ç§ç¼ç¨ä¸æºè½ä½æ¡æ¶ä¸è¿è¡ãå¢éè¿éæºè°æ´äºè®ç»æ¶ä½¿ç¨çå·¥å ·éåå·¥å ·å®ä¹ï¼ä»¥éä½æ¨¡åå¯¹æä¸ç§ç¹å®æ¡æ¶çä¾èµã\nä¸é¢å±ç¤ºå ä¸ª Inkling è¿è¡æºè½ä½ç¼ç¨åå·¥å ·è°ç¨çæ¡ä¾ï¼ä»¥åå®å¨è¿ç¨ä¸çæçææã\nä¸æ¬¡çæï¼One-shotï¼å¸¦æå åµæµè§å¨æä½è½åç Web åºç¨\nInkling éè¿ä¸æ¬¡çæå°±æå»ºåºä¸ä¸ªå¯æ£å¸¸è¿è¡ç Web åºç¨ãéåï¼å®è¿ä¸ºè¯¥åºç¨æä¾äºä¸ä¸ªå åµ AI å©æï¼ç¨æ·å¯ä»¥éè¿èªç¶è¯è¨æä»¤ï¼è®©å©æç´æ¥æä½ Web åºç¨çé¢ã\nDesign Arena\nInkling åå äº Design Arena çæºè½ä½ Web å¼åæè¡æ¦è¯æµãå¨è¯¥è¯æµä¸ï¼å¿åçäººç±»è¯å®¡ä¼å¯¹æ¨¡åçæç Web åºç¨è¿è¡ä¸¤ä¸¤å¯¹æ¯ãè¯æµç»ææ¾ç¤ºï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéæ¨¡åä¹åã\né£æ ¼ç»ä¸çå¤é¡µé¢ææ\nInkling è½å¤åå»ºå¤é¡µé¢çå®æ´ææï¼åç¡®éµå¾ªæä»¤ãåç°å¯é çä¿¡æ¯ï¼å¹¶å¨ä¸åé¡µé¢ä¹é´ä¿æç»ä¸è¿è´¯çè§è§é£æ ¼ä¸è®¾è®¡ã\nå¤äººæ¸¸æ\nå¨ GPT Codex æ ä»»è¯å®¡çæ åµä¸ï¼Inkling æ ¹æ®å ¶åé¦è¿è¡äº 40 è½®è¿ä»£ï¼éæ¥å®åäºä¸æ¬¾å¨çº¿å¤äººè´ªåèæ¸¸æã\nè½å¤æç»å®æé¿å¨æçä¼åï¼å¹¶æ ¹æ®åé¦ä¸ææ¹è¿ï¼æ¯äº§åºé«è´¨éåä½ææçå ³é®è½åã\nå¯æ§çæ¨çå¼ºåº¦\næ¨çæ¶æ©å±è½ååé®é¢è§£å³è½åï¼æ¯è¡¡éæ¨¡åçæ ¸å¿ææ ï¼ä½å¾é¾ç¨ä¸ä¸ªæ°åå®æ´æ¦æ¬ãå¯¹äºå¸æéå¯¹ç¹å®ä»»å¡è¿è¡æ¨¡åå¾®è°çå¼åè æ¥è¯´ï¼æçä¸æ¨¡åå¨å ¬å¼åºåæµè¯ä¸ä»¥æé«æ¨çå¼ºåº¦åå¾çæç»©åæ ·éè¦ãç°å®åºç¨éå¸¸åå°ææ¬åå»¶è¿çä¸¥æ ¼éå¶ï¼å ¶ä¸ï¼ä½å»¶è¿å¯¹äºéè¿æç»è¿ä»£å®ç°åä½ä¸æ¹è¿å°¤ä¸ºå ³é®ã\nInkling æ¯æå¯¹æ¨çå¼ºåº¦è¿è¡è°èï¼è®©å¼åè å¯ä»¥å¨æ§è½ä¸ token æçä¹é´çµæ´»æè¡¡ãä¸å¾å±ç¤ºäº Inkling åå ¶ä»å¼æ¾æéæ¨¡åå¨å¤é¡¹åºåæµè¯ä¸çæ¨çå¼ºåº¦ä¸æ§è½æ²çº¿ï¼å æ¬ç¨äºè¯ä¼°æºè½ä½ç¼ç¨è½åç Terminal Bench 2.1ãç¨äºè¯ä¼°é«çº§æ¨çè½åç HLEï¼ä»¥åç¨äºè¯ä¼°æä»¤éµå¾ªè½åç IFBenchã\nå¨ Terminal Bench ä¸ï¼Inkling åªéä½¿ç¨ Nemotron 3 Ultra ä¸åä¹ä¸ç tokenï¼å°±è½è¾¾å°ç¸åçæ§è½æ°´å¹³ãå¯¹äºéè¦è¿è¡æ°ç¾ä¸æ¬¡ï¼æè¢«åµå ¥é¿æµç¨å·¥ä½æµä¸çæ¨¡åæ¥è¯´ï¼ææ¬ä¸å»¶è¿è³å ³éè¦ãéè¿è§å¯å®æ´çææ¬ä¸æ§è½æ²çº¿ï¼å¼åè å¯ä»¥ä¸ºä¸ååºç¨åºæ¯éæ©æ´åéçæ¨¡åã\nå¤æ¨¡æè½å\nInkling çä¸é¡¹éè¦è®¾è®¡ç®æ ï¼æ¯ä½ä¸º Thinking Machines Lab è¿æåå¸çäº¤äºæ¨¡åç³»ç»ä¸çåå°æ¨çæ¨¡åãäº¤äºæ¨¡åæ¯æç¨æ·éè¿è¯é³åè§è§è¿è¡å®æ¶ãèªç¶çåä½ï¼å æ¤éè¦ä¸ä¸ªç»è¿åçè®ç»ãå ·å¤å¹¿æ³å¤æ¨¡æè½åçæ¨¡åä½ä¸ºåºç¡ã\nInkling çå¤æ¨¡æç»ä»¶ä½¿ç¨éç¨é¢åæ°æ®ä»é¶å¼å§è®ç»ãå¢ééç¨äºä¸äº¤äºæ¨¡åè®¾è®¡ä¸è´çæ ç¼ç å¨æ¶æï¼å¤çé³é¢åè§è§è¾å ¥ãé³é¢ä¿¡å·ä»¥ dMel é¢è°±å¾çå½¢å¼è¾å ¥ï¼å¾ååè¢«ååä¸º 40Ã40 åç´ çå¾ååï¼å¹¶éè¿ä¸ä¸ªåå± hMLP è¿è¡ç¼ç ãéåï¼ä¸¤ç±»è¾å ¥é½ç»è¿è½»éçº§åµå ¥å±è½¬æ¢ï¼å¹¶ä¸ææ¬ token ä¸åè¿è¡å¤çã\nå¨é³é¢æ¹é¢ï¼Inkling è½å¤å®æè¯é³è½¬åãéµå¾ªè¯é³æä»¤ãåçä¸å½é³å å®¹ç¸å ³çé®é¢ï¼å¹¶å¯¹è¾é¿çé³é¢è¿è¡æ¨çãå¨ VoiceBenchãMMAU å AudioMC çåºåæµè¯ä¸ï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéé³é¢æ¨¡åä¹åã\nå¨è§è§æ¹é¢ï¼Inkling æ¯æå¾åè¾å ¥ï¼å¯ä»¥æè¿°è§è§å å®¹ãåçç¸å ³é®é¢ï¼å¹¶åºäºç»å®çè§è§ä¿¡æ¯å±å¼æ·±å ¥æ¨çãå®å¨å¾è¡¨ãç¤ºæå¾åæ°å¦è§è§æ¨çä»»å¡ä¸è¡¨ç°çªåºãæ¨çè¿ç¨ä¸ï¼Inkling è¿å¯ä»¥è°ç¨ Python å·¥å ·ï¼éè¿æ¾å¤§ãè£åªçæä½è¾ å©çè§£å¾åï¼å¹¶å°è§è§æ¨çä¸åºäºä»£ç çæ¨çæ ç¼ç»åã\nä½ä¸ºè¯¥ç³»åçé¦ ä¸ªæ¨¡åï¼Inkling ä¸ºåç»ç ç©¶å»ºç«äºä¸ä¸ªè¾ä¸ºç¨³åºçå¤æ¨¡æåºç¡ãThinking Machines Lab è¡¨ç¤ºï¼éçæ¨¡åè§æ¨¡åè®ç»æµç¨å¨åç»çæ¬ä¸ç»§ç»æ©å±ï¼Inkling çå¤æ¨¡æè½åè¿å°è¿ä¸æ¥æåã\nå¨ FORTRESS åºåæµè¯ä¸ï¼Inkling å±ç°åºäºè¾å¼ºçå ç½®å®å ¨é²æ¤è½åãInkling æç»äºæ´å¤æå®³è¯·æ±ï¼å¯¹æ å®³å¯¹åºé®é¢çè¯¯æçä¹æ´ä½ã\nInkling åºåæµè¯\nå¢éä»å¤ä¸ªè½åç»´åº¦å¯¹ Inkling è¿è¡äºåºåè¯æµãææè¯æµåå°æ¨çå¼ºåº¦è®¾ç½®ä¸º 0.99ï¼æ¸©åº¦è®¾ç½®ä¸º 1.0ãææç¼ç¨ç±»è¯æµçåæ¡è½¨è¿¹æ å¤§token ä¸éåä¸º 25.6 ä¸ã\nä¸ºäºæé«ç»æçä¸è´æ§ï¼å¨æ¡ä»¶å è®¸çæ åµä¸ï¼å¢éå¯¹èªå®¶æ¨¡ååå¤é¨æ¨¡åé½éç¨ç¬¬ä¸æ¹å ¬å¼è¯æµç»æãå ·ä½èè¨ï¼Humanityâs Last ExamãGPQA DiamondãGDPValãTau 3 BankingãAA Omniscience å MMMU Pro çè¯æµåéç¨ Artificial Analysis å ¬å¸çåæ°ã\nInkling çè®ç»è¿ç¨\næ¶æ\nInkling æ¯ä¸æ¬¾æ··åä¸å®¶ Transformer æ¨¡åï¼å¨å¸¸è§æ¶ææ¹æ¡çåºç¡ä¸åäºå é¡¹è°æ´ï¼ä¸»è¦ç¨äºæåæçåé¿ä¸ä¸ææ§è½ã\nå ¶ MoE è®¾è®¡æ´ä½æ²¿ç¨äº DeepSeek-V3 çæè·¯ãæ¯ä¸ª MoE å±å å« 256 ä¸ªè·¯ç±ä¸å®¶å 2 ä¸ªå ±äº«ä¸å®¶ï¼æ¯ä¸ª token ä¼æ¿æ´» 6 ä¸ªè·¯ç±ä¸å®¶ãInkling éç¨åºäº sigmoid çè·¯ç±æºå¶ï¼å¹¶éè¿æ è¾ å©æå¤±çè´è½½åè¡¡åç½®æ¥å¹³è¡¡ä¸å®¶è´è½½ãè¢«éä¸çè·¯ç±ä¸å®¶ä¸å ±äº«ä¸å®¶çå¾åä¼è¿è¡èåå½ä¸åï¼åç¨äºå æç»ååèªçè¾åºã\nå¨æ³¨æåæºå¶æ¹é¢ï¼Inkling ä»¥ 5â¶1 çæ¯ä¾äº¤æ¿è®¾ç½®æ»å¨çªå£æ³¨æåå±åå ¨å±æ³¨æåå±ï¼å¹¶éç¨ 8 ä¸ª KV å¤´ãå¢éåç°ï¼ä¸æ´å¸¸è§çæè½¬ä½ç½®ç¼ç  RoPE ç¸æ¯ï¼ç¸å¯¹ä½ç½®åµå ¥å¨ä½ç½®ç¼ç ä¸è¡¨ç°æ´å¥½ï¼ä¹è½æ´ææå°å¤æ¨å°æ´é¿çåºåã\næ¤å¤ï¼å¢éè¿å¨ä¸¤ä¸ªä½ç½®å¼å ¥äºçå·ç§¯ãä¸ä¸ªä½ç½®ä½äºæ¯ä¸ªæ³¨æåå±ç Key å Value æå½±ä¹åï¼å¦ä¸ä¸ªä½ç½®ä½äºæ³¨æååæ¯å MLP æ®å·®åæ¯çè¾åºå¤ï¼å¨å®ä»¬éæ°æ±å ¥ä¸»æ®å·®æµä¹åè¿è¡å¤çã\nè®ç»\nInkling ä½¿ç¨ 45 ä¸äº¿ token å®æé¢è®ç»ï¼æ°æ®æ¶µçææ¬ãå¾åãé³é¢åè§é¢çå¤ç§å å®¹ç±»åã\nè®ç»éç¨æ··åä¼åçç¥ãå¤§è§æ¨¡ç©éµæéä½¿ç¨ Muon ä¼åå¨ï¼å ¶ä»åæ°ä½¿ç¨ Adam ä¼åå¨ãè¶ åæ°è°åº¦æ¹æ¡ååé´äºå¢éæ¤åå ³äºæ¨¡ååæµå½¢çç ç©¶ãå¢éè¿å°æéè¡°åå¼ºåº¦ä¸å¦ä¹ ççå¹³æ¹ç»å®ãå®éªè¡¨æï¼è¿ç§æ¹æ³è½å¤å¨ä¸åè®ç»å¨æä¸ä¿ææ¨¡åæéæ´ä½è§æ¨¡çç¨³å®ã\nå¨åè®ç»é¶æ®µï¼Inkling è¦çäºæ°å¦ãæºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨ãé³é¢ãå¾åãå¯¹è¯åå®å ¨çå¤ä¸ªé¢åã\nä¸ºäºå¯å¨åè®ç»ï¼å¢éé¦å ä½¿ç¨åææ°æ®è¿è¡äºä¸è½®çç£å¾®è°ãè¿äºæ°æ®ç±å æ¬ Kimi K2.5 å¨å çå¼æ¾æéæ¨¡åçæãè¯¥å¯å¨é¶æ®µåªå ç¨äºè¾å°çè®¡ç®èµæºï¼ç»å¤§é¨åç®åé½æå ¥å°å¤§è§æ¨¡å¼ºåå¦ä¹ ä¸ï¼è®ç»ç¯å¢åæ¶å æ¬åæç¯å¢åäººå·¥æå»ºç¯å¢ã\nInkling æ¯ Thinking Machines Lab é¦æ¬¡å¼å±çå¤§è§æ¨¡æ¨¡åè®ç»ï¼ä½¿ç¨ NVIDIA GB300 NVL72 ç³»ç»å®æãæªæ¥çæ¨¡åå°å¨é¢è®ç»ãåè®ç»åå¼ºåå¦ä¹ çé¶æ®µè¿ä¸æ¥æ©å¤§è®¡ç®è§æ¨¡ã\nå¤§è§æ¨¡å¼ºåå¦ä¹\nå¢ééè¿å¤§è§æ¨¡å¼æ¥å¼ºåå¦ä¹ å¡é æ¨¡åè¡ä¸ºï¼å¹¶æåå ¶æ¨çè½ååæ´ä½æ§è½ã\nä¸å¾å±ç¤ºäºæ¨¡åå¨ä¸ç»çåºæ¨çè¯æµéåä¸çå¾åï¼å ¶ä¸å æ¬ AIMEãHLEãGPQA çæµè¯ãå¼ºåå¦ä¹ æç»æ©å±å°è¶ è¿ 3000 ä¸æ¬¡ rolloutï¼å¹¶å¨ä¸¤æ¬¡æç»æ¶é´è¾é¿çè¿ç»è®ç»ä¸ä¿æç¨³å®ã\nå¨æ´ä¸ªè®ç»è¿ç¨ä¸ï¼æ¨¡åçæ¨çæ§è½æç»åç°å¯¹æ°çº¿æ§å¢é¿ï¼æç»å®ç°äºæ¾èæåã\nå¢ééè¿ä¿®æ¹ç³»ç»æ¶æ¯ï¼å¹¶è°æ´æ¯ä¸ª token çææ¬ï¼ä¸ºä¸åæ ·æ¬è®¾å®ä¸åçæ¨çå¼ºåº¦ãè¿ä½¿æ¨¡åå¨ä¸å rollout ä¸ä½¿ç¨ä¸åæ°éç tokenï¼å¹¶éæ¥å¦ä¼æ§å¶èªèº«çæ¨çå¼ºåº¦ã\nå¢éè¿è§å¯å°ï¼éçå¼ºåå¦ä¹ è®ç»æ¨è¿ï¼æ¨¡åçæ¨çé£æ ¼åºç°äºä¸ç§èªç¶å½¢æçååãæç»´é¾éæ¸åå¾æ´å ç®æ´ï¼åå°äºä¸å¿ è¦çè¯æ³æ§è¡¨è¾¾ï¼åæ¶ä»ç¶ä¿æå¯çè§£æ§ï¼ä¹æ²¡æå½±åæç»çæ¡ã\nè¿ç§ååå¹¶éå¥å±æºå¶å»æå¼å¯¼çç»æï¼åçº¯è¿½æ±æçå°±æ¨å¨äºæç»´é¾çåç¼©ãCognition å¢éè¿æå¨è®ç» SWE-1.7 æ¶ï¼ä¹è§å¯å°äºç±»ä¼¼ç°è±¡ã\nä¸é¢å±ç¤ºäº Inkling å¨åçåä¸éæ°å¦é¢æ¶ï¼å ¶æç»´é¾å¦ä½éçå¼ºåå¦ä¹ è®ç»éæ¥æ¼åã\nInkling-Small\nå¨åå¸ Inkling çåæ¶ï¼Thinking Machines Lab è¿å¸¦æ¥äº Inkling-Small çé¢è§çãå®æ¯ä¸æ¬¾æ»åæ°éä¸º 2760 äº¿çæ··åä¸å®¶æ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼ä½äº Inkling ç 410 äº¿ï¼å¨æ§è½ä¸å»¶è¿ä¹é´æä¾äºä¸åçæè¡¡ã\nå¨å¤é¡¹åºåæµè¯ä¸ï¼Inkling-Small çè¡¨ç°ä¸æ´å¤§è§æ¨¡ç Inkling æå¹³ï¼çè³ææè¶ è¶ãè¿ä¸»è¦å¾çäºå¢ééå¯¹å°æ¨¡åæ¹è¿äºé¢è®ç»æ°æ®åè®ç»æ¹æ¡ã\nä¸¤æ¬¾æ¨¡åéç¨ç¸åçå¯æ©å±åè®ç»ææ¯æ ã\næ©ææµè¯ç»ææ¾ç¤ºï¼Inkling-Small å¨æ¨çåæºè½ä½ä»»å¡ä¸çè¡¨ç°å·²ç»æ¥è¿ Inklingãåå 120 äº¿æ¿æ´»åæ°åå¯æ§çæ¨çå¼ºåº¦ï¼å®å°¤å ¶éåå¯¹ææ¬åå»¶è¿è¾ä¸ºææçå·¥ä½è´è½½ï¼ä¾å¦ç¼ç¨ãä½¿ç¨å¤§æ¨¡åè¿è¡è¯æµæåï¼ä»¥åä¸ºå ¶ä»æ¨¡åçæåææ°æ®ã\nç®åï¼Thinking Machines Lab æ£å¨å®æ Inkling-Small çæåæµè¯ï¼ç¸å ³å·¥ä½ç»æåå°åå¸å®æ´æ¨¡åæéã\nå®å¶ Inkling\nè®¸å¤ç°å®é®é¢ï¼å³ä½¿æ¯è½åæå¼ºçéç¨æ¨¡åä¹é¾ä»¥å¦¥åè§£å³ãéè¿å¾®è°å¼å ¥ä¼ä¸æç»ç»çä¸ä¸ç¥è¯ï¼å¯ä»¥è¿ä¸æ¥å¼¥è¡¥è¿ä¸å·®è·ãTinker å®¢æ·çå®é ä½¿ç¨ç»éªä¹å°è¯äºè¿ä¸ç¹ã\nInkling çåè®ç»ç»æä»¥åå¤§è§æ¨¡å¼ºåå¦ä¹ è¡¨ç°è¡¨æï¼å®è½å¤éè¿å¾®è°å¿«éå¦ä¹ åææ¡æ°çè½åã\nInkling çå¼æ¾ä¸ä½¿ç¨æ¹å¼\nInkling ç®åå·²ç»ä¸çº¿ Tinkerï¼æä¾ 6.4 ä¸å 25.6 ä¸ token ä¸¤ç§ä¸ä¸æé¿åº¦ãéæ¶æé´ï¼Inkling çä½¿ç¨ä»·æ ¼äº«åäºæä¼æ ï¼å®æ´å®ä»·ä¿¡æ¯å¯å¨å®æ¹ææ¡£ä¸æ¥çã\nä¸ºäºå¸®å© Tinker ç¨æ·æ´æ¹ä¾¿å°å¾®è° Inklingï¼å¢éæ´æ°äº Cookbookï¼ä½¿å ¶åçæ¯æ Inklingï¼å¹¶æ°å¢äºä¸å¥ç¤ºä¾æ¹æ¡ï¼ç¨äºå±ç¤º Inkling ç¬ç¹çé³é¢è½åã\nå¢éè¿åå¸äº tml-rendererï¼æ¯æå¨å å«å·¥å ·è°ç¨ãæ¨çå å®¹åå¤æ¨¡æè¾å ¥çåºæ¯ä¸ï¼æ´å¯é å°è¿è¡éæ ·ååè®ç»ã\nå¨æ£å¼å¯å¨è®ç»ä»»å¡ä¹åï¼ç¨æ·å¯ä»¥å è¿å ¥ Tinker æ§å¶å°ä¸ç Inkling Playground ä½éªæ¨¡åãè¯¥åè½æä¾èå¤©çé¢ï¼å¹¶éæäºæºè½ä½å¼ç½ç»æç´¢è½åï¼éæ¶å è´¹å¼æ¾ã\nThinking Machines Lab è¿ä¸å¤å®¶çæåä½ä¼ä¼´å±å¼åä½ï¼å¸®å©å®¢æ·é¨ç½²å¨ Tinker ä¸å¾®è°å¾å°çæ¨¡åæ£æ¥ç¹ã\nInkling å·²ç»å¯ä»¥éè¿ Together AIãFireworksãModalãDatabricks å Baseten ç API ä½¿ç¨ã\nå¨å¼æºæ¨çåå¼ºåå¦ä¹ æ¯ææ¹é¢ï¼å¢éä¸ RadixArk åä½ï¼ä¸º SGLang å Miles æä¾æ¯æï¼ä¸ Inferact åä½éé  vLLMï¼ä¸ Lightseek åä½æ¯æ TokenSpeed æ¨çï¼ä¸ Unsloth åä½æ¯æ llama.cppï¼åæ¶è¿ä¸ Hugging Face åä½ï¼å®æäºå¯¹ Transformers çéæã\nInkling çå®æ´æ¨¡åæéå·²ç»åå¸å¨ Hugging Face ä¸ï¼å æ¬åå§æ¨¡åæ£æ¥ç¹ï¼ä»¥åé¢å NVIDIA Blackwell ç³»ç»é«ææ¨çç NVFP4 æ£æ¥ç¹ã\nåèé¾æ¥ï¼https://thinkingmachines.ai/news/introducing-inkling/\nãæ¬æç±æèµçåä½ä¼ä¼´æºå¨ä¹å¿ææåå¸ï¼æ¬å¹³å°ä»\næä¾ä¿¡æ¯åå¨æå¡ãã\nãå\nè´£å£°æãï¼æ¬æä¸ææä»»ä½æèµå»ºè®®ãå¸åºæé£é©ï¼æèµéè°¨æ\nã\nå¦æä»»ä½çé®ï¼è¯·èç³»ï¼editor@zero2ipo.com.cnï¼æèµçå¤çã","full_text":"ç± OpenAI åé¦å¸ææ¯å® Mira Murati åç«ç AI ååå ¬å¸ Thinking Machines Labï¼åååå¸äºèªç  AI æ¨¡å Inklingã\nä¸ OpenAIãAnthropic æ Google çæè°æ¨¡åä¸åï¼Inkling æ¯ä¸æ¬¾å¼æ¾æéæ¨¡åï¼å¤é¨å¼åè åä¼ä¸å¯ä»¥ç´æ¥ä¸è½½ï¼å¹¶æ ¹æ®èªèº«éæ±è¿è¡ä¿®æ¹ãæ£å¦å®æ¹ä»ç»çï¼Inkling è½å¤é«æå°å¯¹ææ¬ãå¾ååé³é¢è¿è¡è·¨æ¨¡ææ¨çãä¸æ¤åæ¶ï¼Inkling å®æ´æ¨¡åæéä¹å°å¼æ¾ã\nInkling éç¨æ··åä¸å®¶ Transformer æ¶æï¼æ»åæ°éä¸º 9750 äº¿ï¼æ¿æ´»åæ°éä¸º 410 äº¿ï¼æ¯ææé« 100 ä¸ token çä¸ä¸æçªå£ã\nInkling ä½¿ç¨ 45 ä¸äº¿ token çææ¬ãå¾åãé³é¢åè§é¢æ°æ®å®æé¢è®ç»ãå®æ¯ä¸ä¸ªä¸åè§æ¨¡æ¨¡åå®¶æä¸çé¦ æ¬¾äº§åã\nä¸æ¤åæ¶ï¼Thinking Machines Lab è¿åå¸äº Inkling-Small é¢è§çãè¿æ¯ä¸æ¬¾æ´è½»éçæ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼éç¨ä¸ Inkling ç¸ä¼¼çè®ç»æ¹æ³ï¼è½å¤ä»¥æ´ä½çææ¬åå»¶è¿å®ç°åºè²æ§è½ã\nInkling è½å¤åçå¤çå¹¶æ¨çææ¬ãå¾ååé³é¢ï¼å¹¶éè¿é«æãå¯æ§çæ¨çå¼ºåº¦ï¼å¨ææ¬ä¸æ§è½ä¹é´åå¾å¹³è¡¡ãInkling å¨å¤ä¸ªé¢åé½æè¾å¼ºè¡¨ç°ï¼åæ¶å ·å¤è¶³å¤ççµæ´»æ§ï¼è½å¤éé ä¸åéæ±ã\nå®æ¹è¡¨ç¤ºï¼Inkling å¹¶ä¸æ¯ç®åç»¼åè½åæå¼ºçæ¨¡åï¼æ è®ºä¸å¼æºæ¨¡åè¿æ¯éæºæ¨¡åç¸æ¯é½æ¯å¦æ¤ãå®çä»·å¼å¨äºå¤é¡¹ç¹æ§çç»åï¼ä½¿å ¶æä¸ºéåå®å¶çå¼æ¾æéåºç¡æ¨¡åï¼å æ¬å¤æ¨¡æè½åãé«ææ¨çï¼ä»¥åå¯ä»¥éè¿ Tinker è¿è¡å¾®è°ãæ¾ç¶ï¼è¯¥å ¬å¸è¿½æ±çæ¯åè¡¡å ¨é¢çæ§è½ã\nInkling åªæ¯ä¸ä¸ªå¼å§ãå®æ¯ Thinking Machines Lab åå¸çæ¨¡åå®¶æä¸çç¬¬ ä¸æ¬¾äº§åï¼æªæ¥è¿ä¼å¨æ¤åºç¡ä¸æç»è¿ä»£ã\nä¸ºäºè®©æ¨¡åå®å¶è¦çæ´å¤åºç¨åºæ¯ï¼Thinking Machines Lab å·²å¨ Tinker å¹³å°å¼æ¾ Inkling çå¾®è°è½åã\nå¨è¯¥å ¬å¸çæ¥ï¼éæ©éåå¾®è°çåºç¡æ¨¡åï¼æ¢éè¦åèå¯éåçåºåæµè¯ï¼ä¹ç¦»ä¸å¼å¼åè å¨å®é ä½¿ç¨ä¸å¯¹æ¨¡åé£æ ¼ä¸è¡¨ç°çå¤æãä¸ºæ¤ï¼Tinker æ§å¶å°æ°å¢äº Inkling Playgroundï¼å¼åè å¯ä»¥ç´æ¥ä¸æ¨¡åäº¤äºï¼æ´ç´è§å°äºè§£å ¶è½åç¹ç¹ã\nä¸ºäºè¿ä¸æ¥å±ç¤ºæ¨¡åå®å¶çå®é ææï¼Thinking Machines Lab è¿è¿è¡äºä¸æ¬¡é¢å ·å®éªæ§çå°è¯ï¼è®© Inkling åä¸èªèº«çå¾®è°è¿ç¨ãInkling éè¿ Tinker ç¼åå¾®è°ä»»å¡ãè¿è¡è®ç»æµç¨ï¼å¹¶å¯¹æç»ç»æè¿è¡è¯ä¼°ã\nInkling è½å\nä¸é¢å°å±ç¤º Inkling è½å¤å®æåªäºä»»å¡ï¼ä»¥åå®å¨å¯ä¿¡åº¦ãå®å ¨æ§çéè¦ç»´åº¦ä¸çè¡¨ç°ã\néç¨æ¨¡å\nInkling çè®¾è®¡ç®æ æ¯è¦çå¹¿æ³çä»»å¡ç±»åãè®ç»è¿ç¨ä¸ï¼å®åæ¶é¢åæºè½ä½ãæ¨çãç¼ç¨ãæä»¤éµå¾ªãäºå®åç¡®æ§ãè§è§åé³é¢çä»»å¡å±å¼ï¼èæ²¡æéå¯¹æä¸ä¸ªé¢åè¿è¡ççªä¼åã\nè¿ç§è½åå¹¿åº¦å¯¹äºæ¨¡åå®å¶åå®é åºç¨ååéè¦ãä¸åç¨æ·éè¦æ¨¡åéåºå·®å¼å¾å¤§çå·¥ä½æµç¨ï¼èä¸åªæ¯æ é¿å¨åºåæµè¯ä¸åå¾é«åã\næºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨\nä¸ä¸ªéåå¾®è°çå¼ºå¤§åºç¡æ¨¡åï¼éè¦è½å¤çµæ´»è°ç¨æºè½ä½å·¥å ·ï¼è§£å³å¤ç§ä¸åç±»åçä»»å¡ãå¨å¤§å¤æ°æºè½ä½åºåæµè¯ä¸ï¼Inkling å¨å¼æ¾æéæ¨¡åä¸é½åå¾äºè¾å¥½çæç»©ã\nè®ç»è¿ç¨ä¸ï¼Inkling è¢«ç½®äºå¤ç§ç¼ç¨ä¸æºè½ä½æ¡æ¶ä¸è¿è¡ãå¢éè¿éæºè°æ´äºè®ç»æ¶ä½¿ç¨çå·¥å ·éåå·¥å ·å®ä¹ï¼ä»¥éä½æ¨¡åå¯¹æä¸ç§ç¹å®æ¡æ¶çä¾èµã\nä¸é¢å±ç¤ºå ä¸ª Inkling è¿è¡æºè½ä½ç¼ç¨åå·¥å ·è°ç¨çæ¡ä¾ï¼ä»¥åå®å¨è¿ç¨ä¸çæçææã\nä¸æ¬¡çæï¼One-shotï¼å¸¦æå åµæµè§å¨æä½è½åç Web åºç¨\nInkling éè¿ä¸æ¬¡çæå°±æå»ºåºä¸ä¸ªå¯æ£å¸¸è¿è¡ç Web åºç¨ãéåï¼å®è¿ä¸ºè¯¥åºç¨æä¾äºä¸ä¸ªå åµ AI å©æï¼ç¨æ·å¯ä»¥éè¿èªç¶è¯è¨æä»¤ï¼è®©å©æç´æ¥æä½ Web åºç¨çé¢ã\nDesign Arena\nInkling åå äº Design Arena çæºè½ä½ Web å¼åæè¡æ¦è¯æµãå¨è¯¥è¯æµä¸ï¼å¿åçäººç±»è¯å®¡ä¼å¯¹æ¨¡åçæç Web åºç¨è¿è¡ä¸¤ä¸¤å¯¹æ¯ãè¯æµç»ææ¾ç¤ºï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéæ¨¡åä¹åã\né£æ ¼ç»ä¸çå¤é¡µé¢ææ\nInkling è½å¤åå»ºå¤é¡µé¢çå®æ´ææï¼åç¡®éµå¾ªæä»¤ãåç°å¯é çä¿¡æ¯ï¼å¹¶å¨ä¸åé¡µé¢ä¹é´ä¿æç»ä¸è¿è´¯çè§è§é£æ ¼ä¸è®¾è®¡ã\nå¤äººæ¸¸æ\nå¨ GPT Codex æ ä»»è¯å®¡çæ åµä¸ï¼Inkling æ ¹æ®å ¶åé¦è¿è¡äº 40 è½®è¿ä»£ï¼éæ¥å®åäºä¸æ¬¾å¨çº¿å¤äººè´ªåèæ¸¸æã\nè½å¤æç»å®æé¿å¨æçä¼åï¼å¹¶æ ¹æ®åé¦ä¸ææ¹è¿ï¼æ¯äº§åºé«è´¨éåä½ææçå ³é®è½åã\nå¯æ§çæ¨çå¼ºåº¦\næ¨çæ¶æ©å±è½ååé®é¢è§£å³è½åï¼æ¯è¡¡éæ¨¡åçæ ¸å¿ææ ï¼ä½å¾é¾ç¨ä¸ä¸ªæ°åå®æ´æ¦æ¬ãå¯¹äºå¸æéå¯¹ç¹å®ä»»å¡è¿è¡æ¨¡åå¾®è°çå¼åè æ¥è¯´ï¼æçä¸æ¨¡åå¨å ¬å¼åºåæµè¯ä¸ä»¥æé«æ¨çå¼ºåº¦åå¾çæç»©åæ ·éè¦ãç°å®åºç¨éå¸¸åå°ææ¬åå»¶è¿çä¸¥æ ¼éå¶ï¼å ¶ä¸ï¼ä½å»¶è¿å¯¹äºéè¿æç»è¿ä»£å®ç°åä½ä¸æ¹è¿å°¤ä¸ºå ³é®ã\nInkling æ¯æå¯¹æ¨çå¼ºåº¦è¿è¡è°èï¼è®©å¼åè å¯ä»¥å¨æ§è½ä¸ token æçä¹é´çµæ´»æè¡¡ãä¸å¾å±ç¤ºäº Inkling åå ¶ä»å¼æ¾æéæ¨¡åå¨å¤é¡¹åºåæµè¯ä¸çæ¨çå¼ºåº¦ä¸æ§è½æ²çº¿ï¼å æ¬ç¨äºè¯ä¼°æºè½ä½ç¼ç¨è½åç Terminal Bench 2.1ãç¨äºè¯ä¼°é«çº§æ¨çè½åç HLEï¼ä»¥åç¨äºè¯ä¼°æä»¤éµå¾ªè½åç IFBenchã\nå¨ Terminal Bench ä¸ï¼Inkling åªéä½¿ç¨ Nemotron 3 Ultra ä¸åä¹ä¸ç tokenï¼å°±è½è¾¾å°ç¸åçæ§è½æ°´å¹³ãå¯¹äºéè¦è¿è¡æ°ç¾ä¸æ¬¡ï¼æè¢«åµå ¥é¿æµç¨å·¥ä½æµä¸çæ¨¡åæ¥è¯´ï¼ææ¬ä¸å»¶è¿è³å ³éè¦ãéè¿è§å¯å®æ´çææ¬ä¸æ§è½æ²çº¿ï¼å¼åè å¯ä»¥ä¸ºä¸ååºç¨åºæ¯éæ©æ´åéçæ¨¡åã\nå¤æ¨¡æè½å\nInkling çä¸é¡¹éè¦è®¾è®¡ç®æ ï¼æ¯ä½ä¸º Thinking Machines Lab è¿æåå¸çäº¤äºæ¨¡åç³»ç»ä¸çåå°æ¨çæ¨¡åãäº¤äºæ¨¡åæ¯æç¨æ·éè¿è¯é³åè§è§è¿è¡å®æ¶ãèªç¶çåä½ï¼å æ¤éè¦ä¸ä¸ªç»è¿åçè®ç»ãå ·å¤å¹¿æ³å¤æ¨¡æè½åçæ¨¡åä½ä¸ºåºç¡ã\nInkling çå¤æ¨¡æç»ä»¶ä½¿ç¨éç¨é¢åæ°æ®ä»é¶å¼å§è®ç»ãå¢ééç¨äºä¸äº¤äºæ¨¡åè®¾è®¡ä¸è´çæ ç¼ç å¨æ¶æï¼å¤çé³é¢åè§è§è¾å ¥ãé³é¢ä¿¡å·ä»¥ dMel é¢è°±å¾çå½¢å¼è¾å ¥ï¼å¾ååè¢«ååä¸º 40Ã40 åç´ çå¾ååï¼å¹¶éè¿ä¸ä¸ªåå± hMLP è¿è¡ç¼ç ãéåï¼ä¸¤ç±»è¾å ¥é½ç»è¿è½»éçº§åµå ¥å±è½¬æ¢ï¼å¹¶ä¸ææ¬ token ä¸åè¿è¡å¤çã\nå¨é³é¢æ¹é¢ï¼Inkling è½å¤å®æè¯é³è½¬åãéµå¾ªè¯é³æä»¤ãåçä¸å½é³å å®¹ç¸å ³çé®é¢ï¼å¹¶å¯¹è¾é¿çé³é¢è¿è¡æ¨çãå¨ VoiceBenchãMMAU å AudioMC çåºåæµè¯ä¸ï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéé³é¢æ¨¡åä¹åã\nå¨è§è§æ¹é¢ï¼Inkling æ¯æå¾åè¾å ¥ï¼å¯ä»¥æè¿°è§è§å å®¹ãåçç¸å ³é®é¢ï¼å¹¶åºäºç»å®çè§è§ä¿¡æ¯å±å¼æ·±å ¥æ¨çãå®å¨å¾è¡¨ãç¤ºæå¾åæ°å¦è§è§æ¨çä»»å¡ä¸è¡¨ç°çªåºãæ¨çè¿ç¨ä¸ï¼Inkling è¿å¯ä»¥è°ç¨ Python å·¥å ·ï¼éè¿æ¾å¤§ãè£åªçæä½è¾ å©çè§£å¾åï¼å¹¶å°è§è§æ¨çä¸åºäºä»£ç çæ¨çæ ç¼ç»åã\nä½ä¸ºè¯¥ç³»åçé¦ ä¸ªæ¨¡åï¼Inkling ä¸ºåç»ç ç©¶å»ºç«äºä¸ä¸ªè¾ä¸ºç¨³åºçå¤æ¨¡æåºç¡ãThinking Machines Lab è¡¨ç¤ºï¼éçæ¨¡åè§æ¨¡åè®ç»æµç¨å¨åç»çæ¬ä¸ç»§ç»æ©å±ï¼Inkling çå¤æ¨¡æè½åè¿å°è¿ä¸æ¥æåã\nå¨ FORTRESS åºåæµè¯ä¸ï¼Inkling å±ç°åºäºè¾å¼ºçå ç½®å®å ¨é²æ¤è½åãInkling æç»äºæ´å¤æå®³è¯·æ±ï¼å¯¹æ å®³å¯¹åºé®é¢çè¯¯æçä¹æ´ä½ã\nInkling åºåæµè¯\nå¢éä»å¤ä¸ªè½åç»´åº¦å¯¹ Inkling è¿è¡äºåºåè¯æµãææè¯æµåå°æ¨çå¼ºåº¦è®¾ç½®ä¸º 0.99ï¼æ¸©åº¦è®¾ç½®ä¸º 1.0ãææç¼ç¨ç±»è¯æµçåæ¡è½¨è¿¹æ å¤§token ä¸éåä¸º 25.6 ä¸ã\nä¸ºäºæé«ç»æçä¸è´æ§ï¼å¨æ¡ä»¶å è®¸çæ åµä¸ï¼å¢éå¯¹èªå®¶æ¨¡ååå¤é¨æ¨¡åé½éç¨ç¬¬ä¸æ¹å ¬å¼è¯æµç»æãå ·ä½èè¨ï¼Humanityâs Last ExamãGPQA DiamondãGDPValãTau 3 BankingãAA Omniscience å MMMU Pro çè¯æµåéç¨ Artificial Analysis å ¬å¸çåæ°ã\nInkling çè®ç»è¿ç¨\næ¶æ\nInkling æ¯ä¸æ¬¾æ··åä¸å®¶ Transformer æ¨¡åï¼å¨å¸¸è§æ¶ææ¹æ¡çåºç¡ä¸åäºå é¡¹è°æ´ï¼ä¸»è¦ç¨äºæåæçåé¿ä¸ä¸ææ§è½ã\nå ¶ MoE è®¾è®¡æ´ä½æ²¿ç¨äº DeepSeek-V3 çæè·¯ãæ¯ä¸ª MoE å±å å« 256 ä¸ªè·¯ç±ä¸å®¶å 2 ä¸ªå ±äº«ä¸å®¶ï¼æ¯ä¸ª token ä¼æ¿æ´» 6 ä¸ªè·¯ç±ä¸å®¶ãInkling éç¨åºäº sigmoid çè·¯ç±æºå¶ï¼å¹¶éè¿æ è¾ å©æå¤±çè´è½½åè¡¡åç½®æ¥å¹³è¡¡ä¸å®¶è´è½½ãè¢«éä¸çè·¯ç±ä¸å®¶ä¸å ±äº«ä¸å®¶çå¾åä¼è¿è¡èåå½ä¸åï¼åç¨äºå æç»ååèªçè¾åºã\nå¨æ³¨æåæºå¶æ¹é¢ï¼Inkling ä»¥ 5â¶1 çæ¯ä¾äº¤æ¿è®¾ç½®æ»å¨çªå£æ³¨æåå±åå ¨å±æ³¨æåå±ï¼å¹¶éç¨ 8 ä¸ª KV å¤´ãå¢éåç°ï¼ä¸æ´å¸¸è§çæè½¬ä½ç½®ç¼ç  RoPE ç¸æ¯ï¼ç¸å¯¹ä½ç½®åµå ¥å¨ä½ç½®ç¼ç ä¸è¡¨ç°æ´å¥½ï¼ä¹è½æ´ææå°å¤æ¨å°æ´é¿çåºåã\næ¤å¤ï¼å¢éè¿å¨ä¸¤ä¸ªä½ç½®å¼å ¥äºçå·ç§¯ãä¸ä¸ªä½ç½®ä½äºæ¯ä¸ªæ³¨æåå±ç Key å Value æå½±ä¹åï¼å¦ä¸ä¸ªä½ç½®ä½äºæ³¨æååæ¯å MLP æ®å·®åæ¯çè¾åºå¤ï¼å¨å®ä»¬éæ°æ±å ¥ä¸»æ®å·®æµä¹åè¿è¡å¤çã\nè®ç»\nInkling ä½¿ç¨ 45 ä¸äº¿ token å®æé¢è®ç»ï¼æ°æ®æ¶µçææ¬ãå¾åãé³é¢åè§é¢çå¤ç§å å®¹ç±»åã\nè®ç»éç¨æ··åä¼åçç¥ãå¤§è§æ¨¡ç©éµæéä½¿ç¨ Muon ä¼åå¨ï¼å ¶ä»åæ°ä½¿ç¨ Adam ä¼åå¨ãè¶ åæ°è°åº¦æ¹æ¡ååé´äºå¢éæ¤åå ³äºæ¨¡ååæµå½¢çç ç©¶ãå¢éè¿å°æéè¡°åå¼ºåº¦ä¸å¦ä¹ ççå¹³æ¹ç»å®ãå®éªè¡¨æï¼è¿ç§æ¹æ³è½å¤å¨ä¸åè®ç»å¨æä¸ä¿ææ¨¡åæéæ´ä½è§æ¨¡çç¨³å®ã\nå¨åè®ç»é¶æ®µï¼Inkling è¦çäºæ°å¦ãæºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨ãé³é¢ãå¾åãå¯¹è¯åå®å ¨çå¤ä¸ªé¢åã\nä¸ºäºå¯å¨åè®ç»ï¼å¢éé¦å ä½¿ç¨åææ°æ®è¿è¡äºä¸è½®çç£å¾®è°ãè¿äºæ°æ®ç±å æ¬ Kimi K2.5 å¨å çå¼æ¾æéæ¨¡åçæãè¯¥å¯å¨é¶æ®µåªå ç¨äºè¾å°çè®¡ç®èµæºï¼ç»å¤§é¨åç®åé½æå ¥å°å¤§è§æ¨¡å¼ºåå¦ä¹ ä¸ï¼è®ç»ç¯å¢åæ¶å æ¬åæç¯å¢åäººå·¥æå»ºç¯å¢ã\nInkling æ¯ Thinking Machines Lab é¦æ¬¡å¼å±çå¤§è§æ¨¡æ¨¡åè®ç»ï¼ä½¿ç¨ NVIDIA GB300 NVL72 ç³»ç»å®æãæªæ¥çæ¨¡åå°å¨é¢è®ç»ãåè®ç»åå¼ºåå¦ä¹ çé¶æ®µè¿ä¸æ¥æ©å¤§è®¡ç®è§æ¨¡ã\nå¤§è§æ¨¡å¼ºåå¦ä¹\nå¢ééè¿å¤§è§æ¨¡å¼æ¥å¼ºåå¦ä¹ å¡é æ¨¡åè¡ä¸ºï¼å¹¶æåå ¶æ¨çè½ååæ´ä½æ§è½ã\nä¸å¾å±ç¤ºäºæ¨¡åå¨ä¸ç»çåºæ¨çè¯æµéåä¸çå¾åï¼å ¶ä¸å æ¬ AIMEãHLEãGPQA çæµè¯ãå¼ºåå¦ä¹ æç»æ©å±å°è¶ è¿ 3000 ä¸æ¬¡ rolloutï¼å¹¶å¨ä¸¤æ¬¡æç»æ¶é´è¾é¿çè¿ç»è®ç»ä¸ä¿æç¨³å®ã\nå¨æ´ä¸ªè®ç»è¿ç¨ä¸ï¼æ¨¡åçæ¨çæ§è½æç»åç°å¯¹æ°çº¿æ§å¢é¿ï¼æç»å®ç°äºæ¾èæåã\nå¢ééè¿ä¿®æ¹ç³»ç»æ¶æ¯ï¼å¹¶è°æ´æ¯ä¸ª token çææ¬ï¼ä¸ºä¸åæ ·æ¬è®¾å®ä¸åçæ¨çå¼ºåº¦ãè¿ä½¿æ¨¡åå¨ä¸å rollout ä¸ä½¿ç¨ä¸åæ°éç tokenï¼å¹¶éæ¥å¦ä¼æ§å¶èªèº«çæ¨çå¼ºåº¦ã\nå¢éè¿è§å¯å°ï¼éçå¼ºåå¦ä¹ è®ç»æ¨è¿ï¼æ¨¡åçæ¨çé£æ ¼åºç°äºä¸ç§èªç¶å½¢æçååãæç»´é¾éæ¸åå¾æ´å ç®æ´ï¼åå°äºä¸å¿ è¦çè¯æ³æ§è¡¨è¾¾ï¼åæ¶ä»ç¶ä¿æå¯çè§£æ§ï¼ä¹æ²¡æå½±åæç»çæ¡ã\nè¿ç§ååå¹¶éå¥å±æºå¶å»æå¼å¯¼çç»æï¼åçº¯è¿½æ±æçå°±æ¨å¨äºæç»´é¾çåç¼©ãCognition å¢éè¿æå¨è®ç» SWE-1.7 æ¶ï¼ä¹è§å¯å°äºç±»ä¼¼ç°è±¡ã\nä¸é¢å±ç¤ºäº Inkling å¨åçåä¸éæ°å¦é¢æ¶ï¼å ¶æç»´é¾å¦ä½éçå¼ºåå¦ä¹ è®ç»éæ¥æ¼åã\nInkling-Small\nå¨åå¸ Inkling çåæ¶ï¼Thinking Machines Lab è¿å¸¦æ¥äº Inkling-Small çé¢è§çãå®æ¯ä¸æ¬¾æ»åæ°éä¸º 2760 äº¿çæ··åä¸å®¶æ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼ä½äº Inkling ç 410 äº¿ï¼å¨æ§è½ä¸å»¶è¿ä¹é´æä¾äºä¸åçæè¡¡ã\nå¨å¤é¡¹åºåæµè¯ä¸ï¼Inkling-Small çè¡¨ç°ä¸æ´å¤§è§æ¨¡ç Inkling æå¹³ï¼çè³ææè¶ è¶ãè¿ä¸»è¦å¾çäºå¢ééå¯¹å°æ¨¡åæ¹è¿äºé¢è®ç»æ°æ®åè®ç»æ¹æ¡ã\nä¸¤æ¬¾æ¨¡åéç¨ç¸åçå¯æ©å±åè®ç»ææ¯æ ã\næ©ææµè¯ç»ææ¾ç¤ºï¼Inkling-Small å¨æ¨çåæºè½ä½ä»»å¡ä¸çè¡¨ç°å·²ç»æ¥è¿ Inklingãåå 120 äº¿æ¿æ´»åæ°åå¯æ§çæ¨çå¼ºåº¦ï¼å®å°¤å ¶éåå¯¹ææ¬åå»¶è¿è¾ä¸ºææçå·¥ä½è´è½½ï¼ä¾å¦ç¼ç¨ãä½¿ç¨å¤§æ¨¡åè¿è¡è¯æµæåï¼ä»¥åä¸ºå ¶ä»æ¨¡åçæåææ°æ®ã\nç®åï¼Thinking Machines Lab æ£å¨å®æ Inkling-Small çæåæµè¯ï¼ç¸å ³å·¥ä½ç»æåå°åå¸å®æ´æ¨¡åæéã\nå®å¶ Inkling\nè®¸å¤ç°å®é®é¢ï¼å³ä½¿æ¯è½åæå¼ºçéç¨æ¨¡åä¹é¾ä»¥å¦¥åè§£å³ãéè¿å¾®è°å¼å ¥ä¼ä¸æç»ç»çä¸ä¸ç¥è¯ï¼å¯ä»¥è¿ä¸æ¥å¼¥è¡¥è¿ä¸å·®è·ãTinker å®¢æ·çå®é ä½¿ç¨ç»éªä¹å°è¯äºè¿ä¸ç¹ã\nInkling çåè®ç»ç»æä»¥åå¤§è§æ¨¡å¼ºåå¦ä¹ è¡¨ç°è¡¨æï¼å®è½å¤éè¿å¾®è°å¿«éå¦ä¹ åææ¡æ°çè½åã\nInkling çå¼æ¾ä¸ä½¿ç¨æ¹å¼\nInkling ç®åå·²ç»ä¸çº¿ Tinkerï¼æä¾ 6.4 ä¸å 25.6 ä¸ token ä¸¤ç§ä¸ä¸æé¿åº¦ãéæ¶æé´ï¼Inkling çä½¿ç¨ä»·æ ¼äº«åäºæä¼æ ï¼å®æ´å®ä»·ä¿¡æ¯å¯å¨å®æ¹ææ¡£ä¸æ¥çã\nä¸ºäºå¸®å© Tinker ç¨æ·æ´æ¹ä¾¿å°å¾®è° Inklingï¼å¢éæ´æ°äº Cookbookï¼ä½¿å ¶åçæ¯æ Inklingï¼å¹¶æ°å¢äºä¸å¥ç¤ºä¾æ¹æ¡ï¼ç¨äºå±ç¤º Inkling ç¬ç¹çé³é¢è½åã\nå¢éè¿åå¸äº tml-rendererï¼æ¯æå¨å å«å·¥å ·è°ç¨ãæ¨çå å®¹åå¤æ¨¡æè¾å ¥çåºæ¯ä¸ï¼æ´å¯é å°è¿è¡éæ ·ååè®ç»ã\nå¨æ£å¼å¯å¨è®ç»ä»»å¡ä¹åï¼ç¨æ·å¯ä»¥å è¿å ¥ Tinker æ§å¶å°ä¸ç Inkling Playground ä½éªæ¨¡åãè¯¥åè½æä¾èå¤©çé¢ï¼å¹¶éæäºæºè½ä½å¼ç½ç»æç´¢è½åï¼éæ¶å è´¹å¼æ¾ã\nThinking Machines Lab è¿ä¸å¤å®¶çæåä½ä¼ä¼´å±å¼åä½ï¼å¸®å©å®¢æ·é¨ç½²å¨ Tinker ä¸å¾®è°å¾å°çæ¨¡åæ£æ¥ç¹ã\nInkling å·²ç»å¯ä»¥éè¿ Together AIãFireworksãModalãDatabricks å Baseten ç API ä½¿ç¨ã\nå¨å¼æºæ¨çåå¼ºåå¦ä¹ æ¯ææ¹é¢ï¼å¢éä¸ RadixArk åä½ï¼ä¸º SGLang å Miles æä¾æ¯æï¼ä¸ Inferact åä½éé  vLLMï¼ä¸ Lightseek åä½æ¯æ TokenSpeed æ¨çï¼ä¸ Unsloth åä½æ¯æ llama.cppï¼åæ¶è¿ä¸ Hugging Face åä½ï¼å®æäºå¯¹ Transformers çéæã\nInkling çå®æ´æ¨¡åæéå·²ç»åå¸å¨ Hugging Face ä¸ï¼å æ¬åå§æ¨¡åæ£æ¥ç¹ï¼ä»¥åé¢å NVIDIA Blackwell ç³»ç»é«ææ¨çç NVFP4 æ£æ¥ç¹ã\nåèé¾æ¥ï¼https://thinkingmachines.ai/news/introducing-inkling/\nãæ¬æç±æèµçåä½ä¼ä¼´æºå¨ä¹å¿ææåå¸ï¼æ¬å¹³å°ä»\næä¾ä¿¡æ¯åå¨æå¡ãã\nãå\nè´£å£°æãï¼æ¬æä¸ææä»»ä½æèµå»ºè®®ãå¸åºæé£é©ï¼æèµéè°¨æ\nã\nå¦æä»»ä½çé®ï¼è¯·èç³»ï¼editor@zero2ipo.com.cnï¼æèµçå¤çã","reading_time_min":3,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 10146 characters.","diagnostics_url":"/api/diagnose?url=https%3A//news.pedaily.cn/202607/566386.shtml","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 10146 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":10146,"summary_length":10146,"usable_text_length":10146,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":10146,"summary_length":10146}}},"quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 10146 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":10146,"summary_length":10146,"usable_text_length":10146,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":10146,"summary_length":10146}},"actions":{"read":"/item/37908","export_markdown":"/api/items/37908/export?format=markdown","export_json":"/api/items/37908/export?format=json","diagnose":"/api/diagnose?url=https%3A//news.pedaily.cn/202607/566386.shtml"}},"digest":{"id":37908,"title":"刚刚，Thinking Machines首发大模型：9750亿参数，完整开放权重 - 投资界","url":"https://news.pedaily.cn/202607/566386.shtml","source":"投资界","topic":"ai","published_at":"2026-07-16T01:48:00+00:00","excerpt":"ç± OpenAI åé¦å¸ææ¯å® Mira Murati åç«ç AI ååå ¬å¸ Thinking Machines Labï¼åååå¸äºèªç AI æ¨¡å Inklingã ä¸ OpenAIãAnthropic æ Google çæè°æ¨¡åä¸åï¼Inkling æ¯ä¸æ¬¾å¼æ¾æéæ¨¡åï¼å¤é¨å¼åè åä¼ä¸å¯ä»¥ç´æ¥ä¸è½½ï¼å¹¶æ ¹æ®èªèº«éæ±è¿è¡ä¿®æ¹ãæ£å¦å®æ¹ä»ç»çï¼Inkling…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 10146 characters.","reading_time_min":3,"cluster_id":1686973},"card":{"display_title":"刚刚，Thinking Machines首发大模型：9750亿参数，完整开放权重 - 投资界","subtitle":"投资界 · 2026-07-16","summary":"ç± OpenAI åé¦å¸ææ¯å® Mira Murati åç«ç AI ååå ¬å¸ Thinking Machines Labï¼åååå¸äºèªç AI æ¨¡å Inklingã ä¸ OpenAIãAnthropic æ Google çæè°æ¨¡åä¸åï¼Inkling æ¯ä¸æ¬¾å¼æ¾æéæ¨¡åï¼å¤é¨å¼åè åä¼ä¸å¯ä»¥ç´æ¥ä¸è½½ï¼å¹¶æ…","badges":["quality:high"],"links":{"read":"/item/37908","original":"https://news.pedaily.cn/202607/566386.shtml","diagnose":"/api/diagnose?url=https%3A//news.pedaily.cn/202607/566386.shtml"},"quality_warning":null},"export":{"title":"刚刚，Thinking Machines首发大模型：9750亿参数，完整开放权重 - 投资界","url":"https://news.pedaily.cn/202607/566386.shtml","summary":"ç± OpenAI åé¦å¸ææ¯å® Mira Murati åç«ç AI ååå ¬å¸ Thinking Machines Labï¼åååå¸äºèªç  AI æ¨¡å Inklingã\nä¸ OpenAIãAnthropic æ Google çæè°æ¨¡åä¸åï¼Inkling æ¯ä¸æ¬¾å¼æ¾æéæ¨¡åï¼å¤é¨å¼åè åä¼ä¸å¯ä»¥ç´æ¥ä¸è½½ï¼å¹¶æ ¹æ®èªèº«éæ±è¿è¡ä¿®æ¹ãæ£å¦å®æ¹ä»ç»çï¼Inkling è½å¤é«æå°å¯¹ææ¬ãå¾ååé³é¢è¿è¡è·¨æ¨¡ææ¨çãä¸æ¤åæ¶ï¼Inkling å®æ´æ¨¡åæéä¹å°å¼æ¾ã\nInkling éç¨æ··åä¸å®¶ Transformer æ¶æï¼æ»åæ°éä¸º 9750 äº¿ï¼æ¿æ´»åæ°éä¸º 410 äº¿ï¼æ¯ææé« 100 ä¸ token çä¸ä¸æçªå£ã\nInkling ä½¿ç¨ 45 ä¸äº¿ token çææ¬ãå¾åãé³é¢åè§é¢æ°æ®å®æé¢è®ç»ãå®æ¯ä¸ä¸ªä¸åè§æ¨¡æ¨¡åå®¶æä¸çé¦ æ¬¾äº§åã\nä¸æ¤åæ¶ï¼Thinking Machines Lab è¿åå¸äº Inkling-Small é¢è§çãè¿æ¯ä¸æ¬¾æ´è½»éçæ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼éç¨ä¸ Inkling ç¸ä¼¼çè®ç»æ¹æ³ï¼è½å¤ä»¥æ´ä½çææ¬åå»¶è¿å®ç°åºè²æ§è½ã\nInkling è½å¤åçå¤çå¹¶æ¨çææ¬ãå¾ååé³é¢ï¼å¹¶éè¿é«æãå¯æ§çæ¨çå¼ºåº¦ï¼å¨ææ¬ä¸æ§è½ä¹é´åå¾å¹³è¡¡ãInkling å¨å¤ä¸ªé¢åé½æè¾å¼ºè¡¨ç°ï¼åæ¶å ·å¤è¶³å¤ççµæ´»æ§ï¼è½å¤éé ä¸åéæ±ã\nå®æ¹è¡¨ç¤ºï¼Inkling å¹¶ä¸æ¯ç®åç»¼åè½åæå¼ºçæ¨¡åï¼æ è®ºä¸å¼æºæ¨¡åè¿æ¯éæºæ¨¡åç¸æ¯é½æ¯å¦æ¤ãå®çä»·å¼å¨äºå¤é¡¹ç¹æ§çç»åï¼ä½¿å ¶æä¸ºéåå®å¶çå¼æ¾æéåºç¡æ¨¡åï¼å æ¬å¤æ¨¡æè½åãé«ææ¨çï¼ä»¥åå¯ä»¥éè¿ Tinker è¿è¡å¾®è°ãæ¾ç¶ï¼è¯¥å ¬å¸è¿½æ±çæ¯åè¡¡å ¨é¢çæ§è½ã\nInkling åªæ¯ä¸ä¸ªå¼å§ãå®æ¯ Thinking Machines Lab åå¸çæ¨¡åå®¶æä¸çç¬¬ ä¸æ¬¾äº§åï¼æªæ¥è¿ä¼å¨æ¤åºç¡ä¸æç»è¿ä»£ã\nä¸ºäºè®©æ¨¡åå®å¶è¦çæ´å¤åºç¨åºæ¯ï¼Thinking Machines Lab å·²å¨ Tinker å¹³å°å¼æ¾ Inkling çå¾®è°è½åã\nå¨è¯¥å ¬å¸çæ¥ï¼éæ©éåå¾®è°çåºç¡æ¨¡åï¼æ¢éè¦åèå¯éåçåºåæµè¯ï¼ä¹ç¦»ä¸å¼å¼åè å¨å®é ä½¿ç¨ä¸å¯¹æ¨¡åé£æ ¼ä¸è¡¨ç°çå¤æãä¸ºæ¤ï¼Tinker æ§å¶å°æ°å¢äº Inkling Playgroundï¼å¼åè å¯ä»¥ç´æ¥ä¸æ¨¡åäº¤äºï¼æ´ç´è§å°äºè§£å ¶è½åç¹ç¹ã\nä¸ºäºè¿ä¸æ¥å±ç¤ºæ¨¡åå®å¶çå®é ææï¼Thinking Machines Lab è¿è¿è¡äºä¸æ¬¡é¢å ·å®éªæ§çå°è¯ï¼è®© Inkling åä¸èªèº«çå¾®è°è¿ç¨ãInkling éè¿ Tinker ç¼åå¾®è°ä»»å¡ãè¿è¡è®ç»æµç¨ï¼å¹¶å¯¹æç»ç»æè¿è¡è¯ä¼°ã\nInkling è½å\nä¸é¢å°å±ç¤º Inkling è½å¤å®æåªäºä»»å¡ï¼ä»¥åå®å¨å¯ä¿¡åº¦ãå®å ¨æ§çéè¦ç»´åº¦ä¸çè¡¨ç°ã\néç¨æ¨¡å\nInkling çè®¾è®¡ç®æ æ¯è¦çå¹¿æ³çä»»å¡ç±»åãè®ç»è¿ç¨ä¸ï¼å®åæ¶é¢åæºè½ä½ãæ¨çãç¼ç¨ãæä»¤éµå¾ªãäºå®åç¡®æ§ãè§è§åé³é¢çä»»å¡å±å¼ï¼èæ²¡æéå¯¹æä¸ä¸ªé¢åè¿è¡ççªä¼åã\nè¿ç§è½åå¹¿åº¦å¯¹äºæ¨¡åå®å¶åå®é åºç¨ååéè¦ãä¸åç¨æ·éè¦æ¨¡åéåºå·®å¼å¾å¤§çå·¥ä½æµç¨ï¼èä¸åªæ¯æ é¿å¨åºåæµè¯ä¸åå¾é«åã\næºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨\nä¸ä¸ªéåå¾®è°çå¼ºå¤§åºç¡æ¨¡åï¼éè¦è½å¤çµæ´»è°ç¨æºè½ä½å·¥å ·ï¼è§£å³å¤ç§ä¸åç±»åçä»»å¡ãå¨å¤§å¤æ°æºè½ä½åºåæµè¯ä¸ï¼Inkling å¨å¼æ¾æéæ¨¡åä¸é½åå¾äºè¾å¥½çæç»©ã\nè®ç»è¿ç¨ä¸ï¼Inkling è¢«ç½®äºå¤ç§ç¼ç¨ä¸æºè½ä½æ¡æ¶ä¸è¿è¡ãå¢éè¿éæºè°æ´äºè®ç»æ¶ä½¿ç¨çå·¥å ·éåå·¥å ·å®ä¹ï¼ä»¥éä½æ¨¡åå¯¹æä¸ç§ç¹å®æ¡æ¶çä¾èµã\nä¸é¢å±ç¤ºå ä¸ª Inkling è¿è¡æºè½ä½ç¼ç¨åå·¥å ·è°ç¨çæ¡ä¾ï¼ä»¥åå®å¨è¿ç¨ä¸çæçææã\nä¸æ¬¡çæï¼One-shotï¼å¸¦æå åµæµè§å¨æä½è½åç Web åºç¨\nInkling éè¿ä¸æ¬¡çæå°±æå»ºåºä¸ä¸ªå¯æ£å¸¸è¿è¡ç Web åºç¨ãéåï¼å®è¿ä¸ºè¯¥åºç¨æä¾äºä¸ä¸ªå åµ AI å©æï¼ç¨æ·å¯ä»¥éè¿èªç¶è¯è¨æä»¤ï¼è®©å©æç´æ¥æä½ Web åºç¨çé¢ã\nDesign Arena\nInkling åå äº Design Arena çæºè½ä½ Web å¼åæè¡æ¦è¯æµãå¨è¯¥è¯æµä¸ï¼å¿åçäººç±»è¯å®¡ä¼å¯¹æ¨¡åçæç Web åºç¨è¿è¡ä¸¤ä¸¤å¯¹æ¯ãè¯æµç»ææ¾ç¤ºï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéæ¨¡åä¹åã\né£æ ¼ç»ä¸çå¤é¡µé¢ææ\nInkling è½å¤åå»ºå¤é¡µé¢çå®æ´ææï¼åç¡®éµå¾ªæä»¤ãåç°å¯é çä¿¡æ¯ï¼å¹¶å¨ä¸åé¡µé¢ä¹é´ä¿æç»ä¸è¿è´¯çè§è§é£æ ¼ä¸è®¾è®¡ã\nå¤äººæ¸¸æ\nå¨ GPT Codex æ ä»»è¯å®¡çæ åµä¸ï¼Inkling æ ¹æ®å ¶åé¦è¿è¡äº 40 è½®è¿ä»£ï¼éæ¥å®åäºä¸æ¬¾å¨çº¿å¤äººè´ªåèæ¸¸æã\nè½å¤æç»å®æé¿å¨æçä¼åï¼å¹¶æ ¹æ®åé¦ä¸ææ¹è¿ï¼æ¯äº§åºé«è´¨éåä½ææçå ³é®è½åã\nå¯æ§çæ¨çå¼ºåº¦\næ¨çæ¶æ©å±è½ååé®é¢è§£å³è½åï¼æ¯è¡¡éæ¨¡åçæ ¸å¿ææ ï¼ä½å¾é¾ç¨ä¸ä¸ªæ°åå®æ´æ¦æ¬ãå¯¹äºå¸æéå¯¹ç¹å®ä»»å¡è¿è¡æ¨¡åå¾®è°çå¼åè æ¥è¯´ï¼æçä¸æ¨¡åå¨å ¬å¼åºåæµè¯ä¸ä»¥æé«æ¨çå¼ºåº¦åå¾çæç»©åæ ·éè¦ãç°å®åºç¨éå¸¸åå°ææ¬åå»¶è¿çä¸¥æ ¼éå¶ï¼å ¶ä¸ï¼ä½å»¶è¿å¯¹äºéè¿æç»è¿ä»£å®ç°åä½ä¸æ¹è¿å°¤ä¸ºå ³é®ã\nInkling æ¯æå¯¹æ¨çå¼ºåº¦è¿è¡è°èï¼è®©å¼åè å¯ä»¥å¨æ§è½ä¸ token æçä¹é´çµæ´»æè¡¡ãä¸å¾å±ç¤ºäº Inkling åå ¶ä»å¼æ¾æéæ¨¡åå¨å¤é¡¹åºåæµè¯ä¸çæ¨çå¼ºåº¦ä¸æ§è½æ²çº¿ï¼å æ¬ç¨äºè¯ä¼°æºè½ä½ç¼ç¨è½åç Terminal Bench 2.1ãç¨äºè¯ä¼°é«çº§æ¨çè½åç HLEï¼ä»¥åç¨äºè¯ä¼°æä»¤éµå¾ªè½åç IFBenchã\nå¨ Terminal Bench ä¸ï¼Inkling åªéä½¿ç¨ Nemotron 3 Ultra ä¸åä¹ä¸ç tokenï¼å°±è½è¾¾å°ç¸åçæ§è½æ°´å¹³ãå¯¹äºéè¦è¿è¡æ°ç¾ä¸æ¬¡ï¼æè¢«åµå ¥é¿æµç¨å·¥ä½æµä¸çæ¨¡åæ¥è¯´ï¼ææ¬ä¸å»¶è¿è³å ³éè¦ãéè¿è§å¯å®æ´çææ¬ä¸æ§è½æ²çº¿ï¼å¼åè å¯ä»¥ä¸ºä¸ååºç¨åºæ¯éæ©æ´åéçæ¨¡åã\nå¤æ¨¡æè½å\nInkling çä¸é¡¹éè¦è®¾è®¡ç®æ ï¼æ¯ä½ä¸º Thinking Machines Lab è¿æåå¸çäº¤äºæ¨¡åç³»ç»ä¸çåå°æ¨çæ¨¡åãäº¤äºæ¨¡åæ¯æç¨æ·éè¿è¯é³åè§è§è¿è¡å®æ¶ãèªç¶çåä½ï¼å æ¤éè¦ä¸ä¸ªç»è¿åçè®ç»ãå ·å¤å¹¿æ³å¤æ¨¡æè½åçæ¨¡åä½ä¸ºåºç¡ã\nInkling çå¤æ¨¡æç»ä»¶ä½¿ç¨éç¨é¢åæ°æ®ä»é¶å¼å§è®ç»ãå¢ééç¨äºä¸äº¤äºæ¨¡åè®¾è®¡ä¸è´çæ ç¼ç å¨æ¶æï¼å¤çé³é¢åè§è§è¾å ¥ãé³é¢ä¿¡å·ä»¥ dMel é¢è°±å¾çå½¢å¼è¾å ¥ï¼å¾ååè¢«ååä¸º 40Ã40 åç´ çå¾ååï¼å¹¶éè¿ä¸ä¸ªåå± hMLP è¿è¡ç¼ç ãéåï¼ä¸¤ç±»è¾å ¥é½ç»è¿è½»éçº§åµå ¥å±è½¬æ¢ï¼å¹¶ä¸ææ¬ token ä¸åè¿è¡å¤çã\nå¨é³é¢æ¹é¢ï¼Inkling è½å¤å®æè¯é³è½¬åãéµå¾ªè¯é³æä»¤ãåçä¸å½é³å å®¹ç¸å ³çé®é¢ï¼å¹¶å¯¹è¾é¿çé³é¢è¿è¡æ¨çãå¨ VoiceBenchãMMAU å AudioMC çåºåæµè¯ä¸ï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéé³é¢æ¨¡åä¹åã\nå¨è§è§æ¹é¢ï¼Inkling æ¯æå¾åè¾å ¥ï¼å¯ä»¥æè¿°è§è§å å®¹ãåçç¸å ³é®é¢ï¼å¹¶åºäºç»å®çè§è§ä¿¡æ¯å±å¼æ·±å ¥æ¨çãå®å¨å¾è¡¨ãç¤ºæå¾åæ°å¦è§è§æ¨çä»»å¡ä¸è¡¨ç°çªåºãæ¨çè¿ç¨ä¸ï¼Inkling è¿å¯ä»¥è°ç¨ Python å·¥å ·ï¼éè¿æ¾å¤§ãè£åªçæä½è¾ å©çè§£å¾åï¼å¹¶å°è§è§æ¨çä¸åºäºä»£ç çæ¨çæ ç¼ç»åã\nä½ä¸ºè¯¥ç³»åçé¦ ä¸ªæ¨¡åï¼Inkling ä¸ºåç»ç ç©¶å»ºç«äºä¸ä¸ªè¾ä¸ºç¨³åºçå¤æ¨¡æåºç¡ãThinking Machines Lab è¡¨ç¤ºï¼éçæ¨¡åè§æ¨¡åè®ç»æµç¨å¨åç»çæ¬ä¸ç»§ç»æ©å±ï¼Inkling çå¤æ¨¡æè½åè¿å°è¿ä¸æ¥æåã\nå¨ FORTRESS åºåæµè¯ä¸ï¼Inkling å±ç°åºäºè¾å¼ºçå ç½®å®å ¨é²æ¤è½åãInkling æç»äºæ´å¤æå®³è¯·æ±ï¼å¯¹æ å®³å¯¹åºé®é¢çè¯¯æçä¹æ´ä½ã\nInkling åºåæµè¯\nå¢éä»å¤ä¸ªè½åç»´åº¦å¯¹ Inkling è¿è¡äºåºåè¯æµãææè¯æµåå°æ¨çå¼ºåº¦è®¾ç½®ä¸º 0.99ï¼æ¸©åº¦è®¾ç½®ä¸º 1.0ãææç¼ç¨ç±»è¯æµçåæ¡è½¨è¿¹æ å¤§token ä¸éåä¸º 25.6 ä¸ã\nä¸ºäºæé«ç»æçä¸è´æ§ï¼å¨æ¡ä»¶å è®¸çæ åµä¸ï¼å¢éå¯¹èªå®¶æ¨¡ååå¤é¨æ¨¡åé½éç¨ç¬¬ä¸æ¹å ¬å¼è¯æµç»æãå ·ä½èè¨ï¼Humanityâs Last ExamãGPQA DiamondãGDPValãTau 3 BankingãAA Omniscience å MMMU Pro çè¯æµåéç¨ Artificial Analysis å ¬å¸çåæ°ã\nInkling çè®ç»è¿ç¨\næ¶æ\nInkling æ¯ä¸æ¬¾æ··åä¸å®¶ Transformer æ¨¡åï¼å¨å¸¸è§æ¶ææ¹æ¡çåºç¡ä¸åäºå é¡¹è°æ´ï¼ä¸»è¦ç¨äºæåæçåé¿ä¸ä¸ææ§è½ã\nå ¶ MoE è®¾è®¡æ´ä½æ²¿ç¨äº DeepSeek-V3 çæè·¯ãæ¯ä¸ª MoE å±å å« 256 ä¸ªè·¯ç±ä¸å®¶å 2 ä¸ªå ±äº«ä¸å®¶ï¼æ¯ä¸ª token ä¼æ¿æ´» 6 ä¸ªè·¯ç±ä¸å®¶ãInkling éç¨åºäº sigmoid çè·¯ç±æºå¶ï¼å¹¶éè¿æ è¾ å©æå¤±çè´è½½åè¡¡åç½®æ¥å¹³è¡¡ä¸å®¶è´è½½ãè¢«éä¸çè·¯ç±ä¸å®¶ä¸å ±äº«ä¸å®¶çå¾åä¼è¿è¡èåå½ä¸åï¼åç¨äºå æç»ååèªçè¾åºã\nå¨æ³¨æåæºå¶æ¹é¢ï¼Inkling ä»¥ 5â¶1 çæ¯ä¾äº¤æ¿è®¾ç½®æ»å¨çªå£æ³¨æåå±åå ¨å±æ³¨æåå±ï¼å¹¶éç¨ 8 ä¸ª KV å¤´ãå¢éåç°ï¼ä¸æ´å¸¸è§çæè½¬ä½ç½®ç¼ç  RoPE ç¸æ¯ï¼ç¸å¯¹ä½ç½®åµå ¥å¨ä½ç½®ç¼ç ä¸è¡¨ç°æ´å¥½ï¼ä¹è½æ´ææå°å¤æ¨å°æ´é¿çåºåã\næ¤å¤ï¼å¢éè¿å¨ä¸¤ä¸ªä½ç½®å¼å ¥äºçå·ç§¯ãä¸ä¸ªä½ç½®ä½äºæ¯ä¸ªæ³¨æåå±ç Key å Value æå½±ä¹åï¼å¦ä¸ä¸ªä½ç½®ä½äºæ³¨æååæ¯å MLP æ®å·®åæ¯çè¾åºå¤ï¼å¨å®ä»¬éæ°æ±å ¥ä¸»æ®å·®æµä¹åè¿è¡å¤çã\nè®ç»\nInkling ä½¿ç¨ 45 ä¸äº¿ token å®æé¢è®ç»ï¼æ°æ®æ¶µçææ¬ãå¾åãé³é¢åè§é¢çå¤ç§å å®¹ç±»åã\nè®ç»éç¨æ··åä¼åçç¥ãå¤§è§æ¨¡ç©éµæéä½¿ç¨ Muon ä¼åå¨ï¼å ¶ä»åæ°ä½¿ç¨ Adam ä¼åå¨ãè¶ åæ°è°åº¦æ¹æ¡ååé´äºå¢éæ¤åå ³äºæ¨¡ååæµå½¢çç ç©¶ãå¢éè¿å°æéè¡°åå¼ºåº¦ä¸å¦ä¹ ççå¹³æ¹ç»å®ãå®éªè¡¨æï¼è¿ç§æ¹æ³è½å¤å¨ä¸åè®ç»å¨æä¸ä¿ææ¨¡åæéæ´ä½è§æ¨¡çç¨³å®ã\nå¨åè®ç»é¶æ®µï¼Inkling è¦çäºæ°å¦ãæºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨ãé³é¢ãå¾åãå¯¹è¯åå®å ¨çå¤ä¸ªé¢åã\nä¸ºäºå¯å¨åè®ç»ï¼å¢éé¦å ä½¿ç¨åææ°æ®è¿è¡äºä¸è½®çç£å¾®è°ãè¿äºæ°æ®ç±å æ¬ Kimi K2.5 å¨å çå¼æ¾æéæ¨¡åçæãè¯¥å¯å¨é¶æ®µåªå ç¨äºè¾å°çè®¡ç®èµæºï¼ç»å¤§é¨åç®åé½æå ¥å°å¤§è§æ¨¡å¼ºåå¦ä¹ ä¸ï¼è®ç»ç¯å¢åæ¶å æ¬åæç¯å¢åäººå·¥æå»ºç¯å¢ã\nInkling æ¯ Thinking Machines Lab é¦æ¬¡å¼å±çå¤§è§æ¨¡æ¨¡åè®ç»ï¼ä½¿ç¨ NVIDIA GB300 NVL72 ç³»ç»å®æãæªæ¥çæ¨¡åå°å¨é¢è®ç»ãåè®ç»åå¼ºåå¦ä¹ çé¶æ®µè¿ä¸æ¥æ©å¤§è®¡ç®è§æ¨¡ã\nå¤§è§æ¨¡å¼ºåå¦ä¹\nå¢ééè¿å¤§è§æ¨¡å¼æ¥å¼ºåå¦ä¹ å¡é æ¨¡åè¡ä¸ºï¼å¹¶æåå ¶æ¨çè½ååæ´ä½æ§è½ã\nä¸å¾å±ç¤ºäºæ¨¡åå¨ä¸ç»çåºæ¨çè¯æµéåä¸çå¾åï¼å ¶ä¸å æ¬ AIMEãHLEãGPQA çæµè¯ãå¼ºåå¦ä¹ æç»æ©å±å°è¶ è¿ 3000 ä¸æ¬¡ rolloutï¼å¹¶å¨ä¸¤æ¬¡æç»æ¶é´è¾é¿çè¿ç»è®ç»ä¸ä¿æç¨³å®ã\nå¨æ´ä¸ªè®ç»è¿ç¨ä¸ï¼æ¨¡åçæ¨çæ§è½æç»åç°å¯¹æ°çº¿æ§å¢é¿ï¼æç»å®ç°äºæ¾èæåã\nå¢ééè¿ä¿®æ¹ç³»ç»æ¶æ¯ï¼å¹¶è°æ´æ¯ä¸ª token çææ¬ï¼ä¸ºä¸åæ ·æ¬è®¾å®ä¸åçæ¨çå¼ºåº¦ãè¿ä½¿æ¨¡åå¨ä¸å rollout ä¸ä½¿ç¨ä¸åæ°éç tokenï¼å¹¶éæ¥å¦ä¼æ§å¶èªèº«çæ¨çå¼ºåº¦ã\nå¢éè¿è§å¯å°ï¼éçå¼ºåå¦ä¹ è®ç»æ¨è¿ï¼æ¨¡åçæ¨çé£æ ¼åºç°äºä¸ç§èªç¶å½¢æçååãæç»´é¾éæ¸åå¾æ´å ç®æ´ï¼åå°äºä¸å¿ è¦çè¯æ³æ§è¡¨è¾¾ï¼åæ¶ä»ç¶ä¿æå¯çè§£æ§ï¼ä¹æ²¡æå½±åæç»çæ¡ã\nè¿ç§ååå¹¶éå¥å±æºå¶å»æå¼å¯¼çç»æï¼åçº¯è¿½æ±æçå°±æ¨å¨äºæç»´é¾çåç¼©ãCognition å¢éè¿æå¨è®ç» SWE-1.7 æ¶ï¼ä¹è§å¯å°äºç±»ä¼¼ç°è±¡ã\nä¸é¢å±ç¤ºäº Inkling å¨åçåä¸éæ°å¦é¢æ¶ï¼å ¶æç»´é¾å¦ä½éçå¼ºåå¦ä¹ è®ç»éæ¥æ¼åã\nInkling-Small\nå¨åå¸ Inkling çåæ¶ï¼Thinking Machines Lab è¿å¸¦æ¥äº Inkling-Small çé¢è§çãå®æ¯ä¸æ¬¾æ»åæ°éä¸º 2760 äº¿çæ··åä¸å®¶æ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼ä½äº Inkling ç 410 äº¿ï¼å¨æ§è½ä¸å»¶è¿ä¹é´æä¾äºä¸åçæè¡¡ã\nå¨å¤é¡¹åºåæµè¯ä¸ï¼Inkling-Small çè¡¨ç°ä¸æ´å¤§è§æ¨¡ç Inkling æå¹³ï¼çè³ææè¶ è¶ãè¿ä¸»è¦å¾çäºå¢ééå¯¹å°æ¨¡åæ¹è¿äºé¢è®ç»æ°æ®åè®ç»æ¹æ¡ã\nä¸¤æ¬¾æ¨¡åéç¨ç¸åçå¯æ©å±åè®ç»ææ¯æ ã\næ©ææµè¯ç»ææ¾ç¤ºï¼Inkling-Small å¨æ¨çåæºè½ä½ä»»å¡ä¸çè¡¨ç°å·²ç»æ¥è¿ Inklingãåå 120 äº¿æ¿æ´»åæ°åå¯æ§çæ¨çå¼ºåº¦ï¼å®å°¤å ¶éåå¯¹ææ¬åå»¶è¿è¾ä¸ºææçå·¥ä½è´è½½ï¼ä¾å¦ç¼ç¨ãä½¿ç¨å¤§æ¨¡åè¿è¡è¯æµæåï¼ä»¥åä¸ºå ¶ä»æ¨¡åçæåææ°æ®ã\nç®åï¼Thinking Machines Lab æ£å¨å®æ Inkling-Small çæåæµè¯ï¼ç¸å ³å·¥ä½ç»æåå°åå¸å®æ´æ¨¡åæéã\nå®å¶ Inkling\nè®¸å¤ç°å®é®é¢ï¼å³ä½¿æ¯è½åæå¼ºçéç¨æ¨¡åä¹é¾ä»¥å¦¥åè§£å³ãéè¿å¾®è°å¼å ¥ä¼ä¸æç»ç»çä¸ä¸ç¥è¯ï¼å¯ä»¥è¿ä¸æ¥å¼¥è¡¥è¿ä¸å·®è·ãTinker å®¢æ·çå®é ä½¿ç¨ç»éªä¹å°è¯äºè¿ä¸ç¹ã\nInkling çåè®ç»ç»æä»¥åå¤§è§æ¨¡å¼ºåå¦ä¹ è¡¨ç°è¡¨æï¼å®è½å¤éè¿å¾®è°å¿«éå¦ä¹ åææ¡æ°çè½åã\nInkling çå¼æ¾ä¸ä½¿ç¨æ¹å¼\nInkling ç®åå·²ç»ä¸çº¿ Tinkerï¼æä¾ 6.4 ä¸å 25.6 ä¸ token ä¸¤ç§ä¸ä¸æé¿åº¦ãéæ¶æé´ï¼Inkling çä½¿ç¨ä»·æ ¼äº«åäºæä¼æ ï¼å®æ´å®ä»·ä¿¡æ¯å¯å¨å®æ¹ææ¡£ä¸æ¥çã\nä¸ºäºå¸®å© Tinker ç¨æ·æ´æ¹ä¾¿å°å¾®è° Inklingï¼å¢éæ´æ°äº Cookbookï¼ä½¿å ¶åçæ¯æ Inklingï¼å¹¶æ°å¢äºä¸å¥ç¤ºä¾æ¹æ¡ï¼ç¨äºå±ç¤º Inkling ç¬ç¹çé³é¢è½åã\nå¢éè¿åå¸äº tml-rendererï¼æ¯æå¨å å«å·¥å ·è°ç¨ãæ¨çå å®¹åå¤æ¨¡æè¾å ¥çåºæ¯ä¸ï¼æ´å¯é å°è¿è¡éæ ·ååè®ç»ã\nå¨æ£å¼å¯å¨è®ç»ä»»å¡ä¹åï¼ç¨æ·å¯ä»¥å è¿å ¥ Tinker æ§å¶å°ä¸ç Inkling Playground ä½éªæ¨¡åãè¯¥åè½æä¾èå¤©çé¢ï¼å¹¶éæäºæºè½ä½å¼ç½ç»æç´¢è½åï¼éæ¶å è´¹å¼æ¾ã\nThinking Machines Lab è¿ä¸å¤å®¶çæåä½ä¼ä¼´å±å¼åä½ï¼å¸®å©å®¢æ·é¨ç½²å¨ Tinker ä¸å¾®è°å¾å°çæ¨¡åæ£æ¥ç¹ã\nInkling å·²ç»å¯ä»¥éè¿ Together AIãFireworksãModalãDatabricks å Baseten ç API ä½¿ç¨ã\nå¨å¼æºæ¨çåå¼ºåå¦ä¹ æ¯ææ¹é¢ï¼å¢éä¸ RadixArk åä½ï¼ä¸º SGLang å Miles æä¾æ¯æï¼ä¸ Inferact åä½éé  vLLMï¼ä¸ Lightseek åä½æ¯æ TokenSpeed æ¨çï¼ä¸ Unsloth åä½æ¯æ llama.cppï¼åæ¶è¿ä¸ Hugging Face åä½ï¼å®æäºå¯¹ Transformers çéæã\nInkling çå®æ´æ¨¡åæéå·²ç»åå¸å¨ Hugging Face ä¸ï¼å æ¬åå§æ¨¡åæ£æ¥ç¹ï¼ä»¥åé¢å NVIDIA Blackwell ç³»ç»é«ææ¨çç NVFP4 æ£æ¥ç¹ã\nåèé¾æ¥ï¼https://thinkingmachines.ai/news/introducing-inkling/\nãæ¬æç±æèµçåä½ä¼ä¼´æºå¨ä¹å¿ææåå¸ï¼æ¬å¹³å°ä»\næä¾ä¿¡æ¯åå¨æå¡ãã\nãå\nè´£å£°æãï¼æ¬æä¸ææä»»ä½æèµå»ºè®®ãå¸åºæé£é©ï¼æèµéè°¨æ\nã\nå¦æä»»ä½çé®ï¼è¯·èç³»ï¼editor@zero2ipo.com.cnï¼æèµçå¤çã","source":"投资界","date":"2026-07-16T01:48:00+00:00","content":"ç± OpenAI åé¦å¸ææ¯å® Mira Murati åç«ç AI ååå ¬å¸ Thinking Machines Labï¼åååå¸äºèªç  AI æ¨¡å Inklingã\nä¸ OpenAIãAnthropic æ Google çæè°æ¨¡åä¸åï¼Inkling æ¯ä¸æ¬¾å¼æ¾æéæ¨¡åï¼å¤é¨å¼åè åä¼ä¸å¯ä»¥ç´æ¥ä¸è½½ï¼å¹¶æ ¹æ®èªèº«éæ±è¿è¡ä¿®æ¹ãæ£å¦å®æ¹ä»ç»çï¼Inkling è½å¤é«æå°å¯¹ææ¬ãå¾ååé³é¢è¿è¡è·¨æ¨¡ææ¨çãä¸æ¤åæ¶ï¼Inkling å®æ´æ¨¡åæéä¹å°å¼æ¾ã\nInkling éç¨æ··åä¸å®¶ Transformer æ¶æï¼æ»åæ°éä¸º 9750 äº¿ï¼æ¿æ´»åæ°éä¸º 410 äº¿ï¼æ¯ææé« 100 ä¸ token çä¸ä¸æçªå£ã\nInkling ä½¿ç¨ 45 ä¸äº¿ token çææ¬ãå¾åãé³é¢åè§é¢æ°æ®å®æé¢è®ç»ãå®æ¯ä¸ä¸ªä¸åè§æ¨¡æ¨¡åå®¶æä¸çé¦ æ¬¾äº§åã\nä¸æ¤åæ¶ï¼Thinking Machines Lab è¿åå¸äº Inkling-Small é¢è§çãè¿æ¯ä¸æ¬¾æ´è½»éçæ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼éç¨ä¸ Inkling ç¸ä¼¼çè®ç»æ¹æ³ï¼è½å¤ä»¥æ´ä½çææ¬åå»¶è¿å®ç°åºè²æ§è½ã\nInkling è½å¤åçå¤çå¹¶æ¨çææ¬ãå¾ååé³é¢ï¼å¹¶éè¿é«æãå¯æ§çæ¨çå¼ºåº¦ï¼å¨ææ¬ä¸æ§è½ä¹é´åå¾å¹³è¡¡ãInkling å¨å¤ä¸ªé¢åé½æè¾å¼ºè¡¨ç°ï¼åæ¶å ·å¤è¶³å¤ççµæ´»æ§ï¼è½å¤éé ä¸åéæ±ã\nå®æ¹è¡¨ç¤ºï¼Inkling å¹¶ä¸æ¯ç®åç»¼åè½åæå¼ºçæ¨¡åï¼æ è®ºä¸å¼æºæ¨¡åè¿æ¯éæºæ¨¡åç¸æ¯é½æ¯å¦æ¤ãå®çä»·å¼å¨äºå¤é¡¹ç¹æ§çç»åï¼ä½¿å ¶æä¸ºéåå®å¶çå¼æ¾æéåºç¡æ¨¡åï¼å æ¬å¤æ¨¡æè½åãé«ææ¨çï¼ä»¥åå¯ä»¥éè¿ Tinker è¿è¡å¾®è°ãæ¾ç¶ï¼è¯¥å ¬å¸è¿½æ±çæ¯åè¡¡å ¨é¢çæ§è½ã\nInkling åªæ¯ä¸ä¸ªå¼å§ãå®æ¯ Thinking Machines Lab åå¸çæ¨¡åå®¶æä¸çç¬¬ ä¸æ¬¾äº§åï¼æªæ¥è¿ä¼å¨æ¤åºç¡ä¸æç»è¿ä»£ã\nä¸ºäºè®©æ¨¡åå®å¶è¦çæ´å¤åºç¨åºæ¯ï¼Thinking Machines Lab å·²å¨ Tinker å¹³å°å¼æ¾ Inkling çå¾®è°è½åã\nå¨è¯¥å ¬å¸çæ¥ï¼éæ©éåå¾®è°çåºç¡æ¨¡åï¼æ¢éè¦åèå¯éåçåºåæµè¯ï¼ä¹ç¦»ä¸å¼å¼åè å¨å®é ä½¿ç¨ä¸å¯¹æ¨¡åé£æ ¼ä¸è¡¨ç°çå¤æãä¸ºæ¤ï¼Tinker æ§å¶å°æ°å¢äº Inkling Playgroundï¼å¼åè å¯ä»¥ç´æ¥ä¸æ¨¡åäº¤äºï¼æ´ç´è§å°äºè§£å ¶è½åç¹ç¹ã\nä¸ºäºè¿ä¸æ¥å±ç¤ºæ¨¡åå®å¶çå®é ææï¼Thinking Machines Lab è¿è¿è¡äºä¸æ¬¡é¢å ·å®éªæ§çå°è¯ï¼è®© Inkling åä¸èªèº«çå¾®è°è¿ç¨ãInkling éè¿ Tinker ç¼åå¾®è°ä»»å¡ãè¿è¡è®ç»æµç¨ï¼å¹¶å¯¹æç»ç»æè¿è¡è¯ä¼°ã\nInkling è½å\nä¸é¢å°å±ç¤º Inkling è½å¤å®æåªäºä»»å¡ï¼ä»¥åå®å¨å¯ä¿¡åº¦ãå®å ¨æ§çéè¦ç»´åº¦ä¸çè¡¨ç°ã\néç¨æ¨¡å\nInkling çè®¾è®¡ç®æ æ¯è¦çå¹¿æ³çä»»å¡ç±»åãè®ç»è¿ç¨ä¸ï¼å®åæ¶é¢åæºè½ä½ãæ¨çãç¼ç¨ãæä»¤éµå¾ªãäºå®åç¡®æ§ãè§è§åé³é¢çä»»å¡å±å¼ï¼èæ²¡æéå¯¹æä¸ä¸ªé¢åè¿è¡ççªä¼åã\nè¿ç§è½åå¹¿åº¦å¯¹äºæ¨¡åå®å¶åå®é åºç¨ååéè¦ãä¸åç¨æ·éè¦æ¨¡åéåºå·®å¼å¾å¤§çå·¥ä½æµç¨ï¼èä¸åªæ¯æ é¿å¨åºåæµè¯ä¸åå¾é«åã\næºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨\nä¸ä¸ªéåå¾®è°çå¼ºå¤§åºç¡æ¨¡åï¼éè¦è½å¤çµæ´»è°ç¨æºè½ä½å·¥å ·ï¼è§£å³å¤ç§ä¸åç±»åçä»»å¡ãå¨å¤§å¤æ°æºè½ä½åºåæµè¯ä¸ï¼Inkling å¨å¼æ¾æéæ¨¡åä¸é½åå¾äºè¾å¥½çæç»©ã\nè®ç»è¿ç¨ä¸ï¼Inkling è¢«ç½®äºå¤ç§ç¼ç¨ä¸æºè½ä½æ¡æ¶ä¸è¿è¡ãå¢éè¿éæºè°æ´äºè®ç»æ¶ä½¿ç¨çå·¥å ·éåå·¥å ·å®ä¹ï¼ä»¥éä½æ¨¡åå¯¹æä¸ç§ç¹å®æ¡æ¶çä¾èµã\nä¸é¢å±ç¤ºå ä¸ª Inkling è¿è¡æºè½ä½ç¼ç¨åå·¥å ·è°ç¨çæ¡ä¾ï¼ä»¥åå®å¨è¿ç¨ä¸çæçææã\nä¸æ¬¡çæï¼One-shotï¼å¸¦æå åµæµè§å¨æä½è½åç Web åºç¨\nInkling éè¿ä¸æ¬¡çæå°±æå»ºåºä¸ä¸ªå¯æ£å¸¸è¿è¡ç Web åºç¨ãéåï¼å®è¿ä¸ºè¯¥åºç¨æä¾äºä¸ä¸ªå åµ AI å©æï¼ç¨æ·å¯ä»¥éè¿èªç¶è¯è¨æä»¤ï¼è®©å©æç´æ¥æä½ Web åºç¨çé¢ã\nDesign Arena\nInkling åå äº Design Arena çæºè½ä½ Web å¼åæè¡æ¦è¯æµãå¨è¯¥è¯æµä¸ï¼å¿åçäººç±»è¯å®¡ä¼å¯¹æ¨¡åçæç Web åºç¨è¿è¡ä¸¤ä¸¤å¯¹æ¯ãè¯æµç»ææ¾ç¤ºï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéæ¨¡åä¹åã\né£æ ¼ç»ä¸çå¤é¡µé¢ææ\nInkling è½å¤åå»ºå¤é¡µé¢çå®æ´ææï¼åç¡®éµå¾ªæä»¤ãåç°å¯é çä¿¡æ¯ï¼å¹¶å¨ä¸åé¡µé¢ä¹é´ä¿æç»ä¸è¿è´¯çè§è§é£æ ¼ä¸è®¾è®¡ã\nå¤äººæ¸¸æ\nå¨ GPT Codex æ ä»»è¯å®¡çæ åµä¸ï¼Inkling æ ¹æ®å ¶åé¦è¿è¡äº 40 è½®è¿ä»£ï¼éæ¥å®åäºä¸æ¬¾å¨çº¿å¤äººè´ªåèæ¸¸æã\nè½å¤æç»å®æé¿å¨æçä¼åï¼å¹¶æ ¹æ®åé¦ä¸ææ¹è¿ï¼æ¯äº§åºé«è´¨éåä½ææçå ³é®è½åã\nå¯æ§çæ¨çå¼ºåº¦\næ¨çæ¶æ©å±è½ååé®é¢è§£å³è½åï¼æ¯è¡¡éæ¨¡åçæ ¸å¿ææ ï¼ä½å¾é¾ç¨ä¸ä¸ªæ°åå®æ´æ¦æ¬ãå¯¹äºå¸æéå¯¹ç¹å®ä»»å¡è¿è¡æ¨¡åå¾®è°çå¼åè æ¥è¯´ï¼æçä¸æ¨¡åå¨å ¬å¼åºåæµè¯ä¸ä»¥æé«æ¨çå¼ºåº¦åå¾çæç»©åæ ·éè¦ãç°å®åºç¨éå¸¸åå°ææ¬åå»¶è¿çä¸¥æ ¼éå¶ï¼å ¶ä¸ï¼ä½å»¶è¿å¯¹äºéè¿æç»è¿ä»£å®ç°åä½ä¸æ¹è¿å°¤ä¸ºå ³é®ã\nInkling æ¯æå¯¹æ¨çå¼ºåº¦è¿è¡è°èï¼è®©å¼åè å¯ä»¥å¨æ§è½ä¸ token æçä¹é´çµæ´»æè¡¡ãä¸å¾å±ç¤ºäº Inkling åå ¶ä»å¼æ¾æéæ¨¡åå¨å¤é¡¹åºåæµè¯ä¸çæ¨çå¼ºåº¦ä¸æ§è½æ²çº¿ï¼å æ¬ç¨äºè¯ä¼°æºè½ä½ç¼ç¨è½åç Terminal Bench 2.1ãç¨äºè¯ä¼°é«çº§æ¨çè½åç HLEï¼ä»¥åç¨äºè¯ä¼°æä»¤éµå¾ªè½åç IFBenchã\nå¨ Terminal Bench ä¸ï¼Inkling åªéä½¿ç¨ Nemotron 3 Ultra ä¸åä¹ä¸ç tokenï¼å°±è½è¾¾å°ç¸åçæ§è½æ°´å¹³ãå¯¹äºéè¦è¿è¡æ°ç¾ä¸æ¬¡ï¼æè¢«åµå ¥é¿æµç¨å·¥ä½æµä¸çæ¨¡åæ¥è¯´ï¼ææ¬ä¸å»¶è¿è³å ³éè¦ãéè¿è§å¯å®æ´çææ¬ä¸æ§è½æ²çº¿ï¼å¼åè å¯ä»¥ä¸ºä¸ååºç¨åºæ¯éæ©æ´åéçæ¨¡åã\nå¤æ¨¡æè½å\nInkling çä¸é¡¹éè¦è®¾è®¡ç®æ ï¼æ¯ä½ä¸º Thinking Machines Lab è¿æåå¸çäº¤äºæ¨¡åç³»ç»ä¸çåå°æ¨çæ¨¡åãäº¤äºæ¨¡åæ¯æç¨æ·éè¿è¯é³åè§è§è¿è¡å®æ¶ãèªç¶çåä½ï¼å æ¤éè¦ä¸ä¸ªç»è¿åçè®ç»ãå ·å¤å¹¿æ³å¤æ¨¡æè½åçæ¨¡åä½ä¸ºåºç¡ã\nInkling çå¤æ¨¡æç»ä»¶ä½¿ç¨éç¨é¢åæ°æ®ä»é¶å¼å§è®ç»ãå¢ééç¨äºä¸äº¤äºæ¨¡åè®¾è®¡ä¸è´çæ ç¼ç å¨æ¶æï¼å¤çé³é¢åè§è§è¾å ¥ãé³é¢ä¿¡å·ä»¥ dMel é¢è°±å¾çå½¢å¼è¾å ¥ï¼å¾ååè¢«ååä¸º 40Ã40 åç´ çå¾ååï¼å¹¶éè¿ä¸ä¸ªåå± hMLP è¿è¡ç¼ç ãéåï¼ä¸¤ç±»è¾å ¥é½ç»è¿è½»éçº§åµå ¥å±è½¬æ¢ï¼å¹¶ä¸ææ¬ token ä¸åè¿è¡å¤çã\nå¨é³é¢æ¹é¢ï¼Inkling è½å¤å®æè¯é³è½¬åãéµå¾ªè¯é³æä»¤ãåçä¸å½é³å å®¹ç¸å ³çé®é¢ï¼å¹¶å¯¹è¾é¿çé³é¢è¿è¡æ¨çãå¨ VoiceBenchãMMAU å AudioMC çåºåæµè¯ä¸ï¼Inkling è·»èº«è½åæå¼ºçå¼æ¾æéé³é¢æ¨¡åä¹åã\nå¨è§è§æ¹é¢ï¼Inkling æ¯æå¾åè¾å ¥ï¼å¯ä»¥æè¿°è§è§å å®¹ãåçç¸å ³é®é¢ï¼å¹¶åºäºç»å®çè§è§ä¿¡æ¯å±å¼æ·±å ¥æ¨çãå®å¨å¾è¡¨ãç¤ºæå¾åæ°å¦è§è§æ¨çä»»å¡ä¸è¡¨ç°çªåºãæ¨çè¿ç¨ä¸ï¼Inkling è¿å¯ä»¥è°ç¨ Python å·¥å ·ï¼éè¿æ¾å¤§ãè£åªçæä½è¾ å©çè§£å¾åï¼å¹¶å°è§è§æ¨çä¸åºäºä»£ç çæ¨çæ ç¼ç»åã\nä½ä¸ºè¯¥ç³»åçé¦ ä¸ªæ¨¡åï¼Inkling ä¸ºåç»ç ç©¶å»ºç«äºä¸ä¸ªè¾ä¸ºç¨³åºçå¤æ¨¡æåºç¡ãThinking Machines Lab è¡¨ç¤ºï¼éçæ¨¡åè§æ¨¡åè®ç»æµç¨å¨åç»çæ¬ä¸ç»§ç»æ©å±ï¼Inkling çå¤æ¨¡æè½åè¿å°è¿ä¸æ¥æåã\nå¨ FORTRESS åºåæµè¯ä¸ï¼Inkling å±ç°åºäºè¾å¼ºçå ç½®å®å ¨é²æ¤è½åãInkling æç»äºæ´å¤æå®³è¯·æ±ï¼å¯¹æ å®³å¯¹åºé®é¢çè¯¯æçä¹æ´ä½ã\nInkling åºåæµè¯\nå¢éä»å¤ä¸ªè½åç»´åº¦å¯¹ Inkling è¿è¡äºåºåè¯æµãææè¯æµåå°æ¨çå¼ºåº¦è®¾ç½®ä¸º 0.99ï¼æ¸©åº¦è®¾ç½®ä¸º 1.0ãææç¼ç¨ç±»è¯æµçåæ¡è½¨è¿¹æ å¤§token ä¸éåä¸º 25.6 ä¸ã\nä¸ºäºæé«ç»æçä¸è´æ§ï¼å¨æ¡ä»¶å è®¸çæ åµä¸ï¼å¢éå¯¹èªå®¶æ¨¡ååå¤é¨æ¨¡åé½éç¨ç¬¬ä¸æ¹å ¬å¼è¯æµç»æãå ·ä½èè¨ï¼Humanityâs Last ExamãGPQA DiamondãGDPValãTau 3 BankingãAA Omniscience å MMMU Pro çè¯æµåéç¨ Artificial Analysis å ¬å¸çåæ°ã\nInkling çè®ç»è¿ç¨\næ¶æ\nInkling æ¯ä¸æ¬¾æ··åä¸å®¶ Transformer æ¨¡åï¼å¨å¸¸è§æ¶ææ¹æ¡çåºç¡ä¸åäºå é¡¹è°æ´ï¼ä¸»è¦ç¨äºæåæçåé¿ä¸ä¸ææ§è½ã\nå ¶ MoE è®¾è®¡æ´ä½æ²¿ç¨äº DeepSeek-V3 çæè·¯ãæ¯ä¸ª MoE å±å å« 256 ä¸ªè·¯ç±ä¸å®¶å 2 ä¸ªå ±äº«ä¸å®¶ï¼æ¯ä¸ª token ä¼æ¿æ´» 6 ä¸ªè·¯ç±ä¸å®¶ãInkling éç¨åºäº sigmoid çè·¯ç±æºå¶ï¼å¹¶éè¿æ è¾ å©æå¤±çè´è½½åè¡¡åç½®æ¥å¹³è¡¡ä¸å®¶è´è½½ãè¢«éä¸çè·¯ç±ä¸å®¶ä¸å ±äº«ä¸å®¶çå¾åä¼è¿è¡èåå½ä¸åï¼åç¨äºå æç»ååèªçè¾åºã\nå¨æ³¨æåæºå¶æ¹é¢ï¼Inkling ä»¥ 5â¶1 çæ¯ä¾äº¤æ¿è®¾ç½®æ»å¨çªå£æ³¨æåå±åå ¨å±æ³¨æåå±ï¼å¹¶éç¨ 8 ä¸ª KV å¤´ãå¢éåç°ï¼ä¸æ´å¸¸è§çæè½¬ä½ç½®ç¼ç  RoPE ç¸æ¯ï¼ç¸å¯¹ä½ç½®åµå ¥å¨ä½ç½®ç¼ç ä¸è¡¨ç°æ´å¥½ï¼ä¹è½æ´ææå°å¤æ¨å°æ´é¿çåºåã\næ¤å¤ï¼å¢éè¿å¨ä¸¤ä¸ªä½ç½®å¼å ¥äºçå·ç§¯ãä¸ä¸ªä½ç½®ä½äºæ¯ä¸ªæ³¨æåå±ç Key å Value æå½±ä¹åï¼å¦ä¸ä¸ªä½ç½®ä½äºæ³¨æååæ¯å MLP æ®å·®åæ¯çè¾åºå¤ï¼å¨å®ä»¬éæ°æ±å ¥ä¸»æ®å·®æµä¹åè¿è¡å¤çã\nè®ç»\nInkling ä½¿ç¨ 45 ä¸äº¿ token å®æé¢è®ç»ï¼æ°æ®æ¶µçææ¬ãå¾åãé³é¢åè§é¢çå¤ç§å å®¹ç±»åã\nè®ç»éç¨æ··åä¼åçç¥ãå¤§è§æ¨¡ç©éµæéä½¿ç¨ Muon ä¼åå¨ï¼å ¶ä»åæ°ä½¿ç¨ Adam ä¼åå¨ãè¶ åæ°è°åº¦æ¹æ¡ååé´äºå¢éæ¤åå ³äºæ¨¡ååæµå½¢çç ç©¶ãå¢éè¿å°æéè¡°åå¼ºåº¦ä¸å¦ä¹ ççå¹³æ¹ç»å®ãå®éªè¡¨æï¼è¿ç§æ¹æ³è½å¤å¨ä¸åè®ç»å¨æä¸ä¿ææ¨¡åæéæ´ä½è§æ¨¡çç¨³å®ã\nå¨åè®ç»é¶æ®µï¼Inkling è¦çäºæ°å¦ãæºè½ä½ç¼ç¨ä¸å·¥å ·è°ç¨ãé³é¢ãå¾åãå¯¹è¯åå®å ¨çå¤ä¸ªé¢åã\nä¸ºäºå¯å¨åè®ç»ï¼å¢éé¦å ä½¿ç¨åææ°æ®è¿è¡äºä¸è½®çç£å¾®è°ãè¿äºæ°æ®ç±å æ¬ Kimi K2.5 å¨å çå¼æ¾æéæ¨¡åçæãè¯¥å¯å¨é¶æ®µåªå ç¨äºè¾å°çè®¡ç®èµæºï¼ç»å¤§é¨åç®åé½æå ¥å°å¤§è§æ¨¡å¼ºåå¦ä¹ ä¸ï¼è®ç»ç¯å¢åæ¶å æ¬åæç¯å¢åäººå·¥æå»ºç¯å¢ã\nInkling æ¯ Thinking Machines Lab é¦æ¬¡å¼å±çå¤§è§æ¨¡æ¨¡åè®ç»ï¼ä½¿ç¨ NVIDIA GB300 NVL72 ç³»ç»å®æãæªæ¥çæ¨¡åå°å¨é¢è®ç»ãåè®ç»åå¼ºåå¦ä¹ çé¶æ®µè¿ä¸æ¥æ©å¤§è®¡ç®è§æ¨¡ã\nå¤§è§æ¨¡å¼ºåå¦ä¹\nå¢ééè¿å¤§è§æ¨¡å¼æ¥å¼ºåå¦ä¹ å¡é æ¨¡åè¡ä¸ºï¼å¹¶æåå ¶æ¨çè½ååæ´ä½æ§è½ã\nä¸å¾å±ç¤ºäºæ¨¡åå¨ä¸ç»çåºæ¨çè¯æµéåä¸çå¾åï¼å ¶ä¸å æ¬ AIMEãHLEãGPQA çæµè¯ãå¼ºåå¦ä¹ æç»æ©å±å°è¶ è¿ 3000 ä¸æ¬¡ rolloutï¼å¹¶å¨ä¸¤æ¬¡æç»æ¶é´è¾é¿çè¿ç»è®ç»ä¸ä¿æç¨³å®ã\nå¨æ´ä¸ªè®ç»è¿ç¨ä¸ï¼æ¨¡åçæ¨çæ§è½æç»åç°å¯¹æ°çº¿æ§å¢é¿ï¼æç»å®ç°äºæ¾èæåã\nå¢ééè¿ä¿®æ¹ç³»ç»æ¶æ¯ï¼å¹¶è°æ´æ¯ä¸ª token çææ¬ï¼ä¸ºä¸åæ ·æ¬è®¾å®ä¸åçæ¨çå¼ºåº¦ãè¿ä½¿æ¨¡åå¨ä¸å rollout ä¸ä½¿ç¨ä¸åæ°éç tokenï¼å¹¶éæ¥å¦ä¼æ§å¶èªèº«çæ¨çå¼ºåº¦ã\nå¢éè¿è§å¯å°ï¼éçå¼ºåå¦ä¹ è®ç»æ¨è¿ï¼æ¨¡åçæ¨çé£æ ¼åºç°äºä¸ç§èªç¶å½¢æçååãæç»´é¾éæ¸åå¾æ´å ç®æ´ï¼åå°äºä¸å¿ è¦çè¯æ³æ§è¡¨è¾¾ï¼åæ¶ä»ç¶ä¿æå¯çè§£æ§ï¼ä¹æ²¡æå½±åæç»çæ¡ã\nè¿ç§ååå¹¶éå¥å±æºå¶å»æå¼å¯¼çç»æï¼åçº¯è¿½æ±æçå°±æ¨å¨äºæç»´é¾çåç¼©ãCognition å¢éè¿æå¨è®ç» SWE-1.7 æ¶ï¼ä¹è§å¯å°äºç±»ä¼¼ç°è±¡ã\nä¸é¢å±ç¤ºäº Inkling å¨åçåä¸éæ°å¦é¢æ¶ï¼å ¶æç»´é¾å¦ä½éçå¼ºåå¦ä¹ è®ç»éæ¥æ¼åã\nInkling-Small\nå¨åå¸ Inkling çåæ¶ï¼Thinking Machines Lab è¿å¸¦æ¥äº Inkling-Small çé¢è§çãå®æ¯ä¸æ¬¾æ»åæ°éä¸º 2760 äº¿çæ··åä¸å®¶æ¨¡åï¼æ¿æ´»åæ°éä¸º 120 äº¿ï¼ä½äº Inkling ç 410 äº¿ï¼å¨æ§è½ä¸å»¶è¿ä¹é´æä¾äºä¸åçæè¡¡ã\nå¨å¤é¡¹åºåæµè¯ä¸ï¼Inkling-Small çè¡¨ç°ä¸æ´å¤§è§æ¨¡ç Inkling æå¹³ï¼çè³ææè¶ è¶ãè¿ä¸»è¦å¾çäºå¢ééå¯¹å°æ¨¡åæ¹è¿äºé¢è®ç»æ°æ®åè®ç»æ¹æ¡ã\nä¸¤æ¬¾æ¨¡åéç¨ç¸åçå¯æ©å±åè®ç»ææ¯æ ã\næ©ææµè¯ç»ææ¾ç¤ºï¼Inkling-Small å¨æ¨çåæºè½ä½ä»»å¡ä¸çè¡¨ç°å·²ç»æ¥è¿ Inklingãåå 120 äº¿æ¿æ´»åæ°åå¯æ§çæ¨çå¼ºåº¦ï¼å®å°¤å ¶éåå¯¹ææ¬åå»¶è¿è¾ä¸ºææçå·¥ä½è´è½½ï¼ä¾å¦ç¼ç¨ãä½¿ç¨å¤§æ¨¡åè¿è¡è¯æµæåï¼ä»¥åä¸ºå ¶ä»æ¨¡åçæåææ°æ®ã\nç®åï¼Thinking Machines Lab æ£å¨å®æ Inkling-Small çæåæµè¯ï¼ç¸å ³å·¥ä½ç»æåå°åå¸å®æ´æ¨¡åæéã\nå®å¶ Inkling\nè®¸å¤ç°å®é®é¢ï¼å³ä½¿æ¯è½åæå¼ºçéç¨æ¨¡åä¹é¾ä»¥å¦¥åè§£å³ãéè¿å¾®è°å¼å ¥ä¼ä¸æç»ç»çä¸ä¸ç¥è¯ï¼å¯ä»¥è¿ä¸æ¥å¼¥è¡¥è¿ä¸å·®è·ãTinker å®¢æ·çå®é ä½¿ç¨ç»éªä¹å°è¯äºè¿ä¸ç¹ã\nInkling çåè®ç»ç»æä»¥åå¤§è§æ¨¡å¼ºåå¦ä¹ è¡¨ç°è¡¨æï¼å®è½å¤éè¿å¾®è°å¿«éå¦ä¹ åææ¡æ°çè½åã\nInkling çå¼æ¾ä¸ä½¿ç¨æ¹å¼\nInkling ç®åå·²ç»ä¸çº¿ Tinkerï¼æä¾ 6.4 ä¸å 25.6 ä¸ token ä¸¤ç§ä¸ä¸æé¿åº¦ãéæ¶æé´ï¼Inkling çä½¿ç¨ä»·æ ¼äº«åäºæä¼æ ï¼å®æ´å®ä»·ä¿¡æ¯å¯å¨å®æ¹ææ¡£ä¸æ¥çã\nä¸ºäºå¸®å© Tinker ç¨æ·æ´æ¹ä¾¿å°å¾®è° Inklingï¼å¢éæ´æ°äº Cookbookï¼ä½¿å ¶åçæ¯æ Inklingï¼å¹¶æ°å¢äºä¸å¥ç¤ºä¾æ¹æ¡ï¼ç¨äºå±ç¤º Inkling ç¬ç¹çé³é¢è½åã\nå¢éè¿åå¸äº tml-rendererï¼æ¯æå¨å å«å·¥å ·è°ç¨ãæ¨çå å®¹åå¤æ¨¡æè¾å ¥çåºæ¯ä¸ï¼æ´å¯é å°è¿è¡éæ ·ååè®ç»ã\nå¨æ£å¼å¯å¨è®ç»ä»»å¡ä¹åï¼ç¨æ·å¯ä»¥å è¿å ¥ Tinker æ§å¶å°ä¸ç Inkling Playground ä½éªæ¨¡åãè¯¥åè½æä¾èå¤©çé¢ï¼å¹¶éæäºæºè½ä½å¼ç½ç»æç´¢è½åï¼éæ¶å è´¹å¼æ¾ã\nThinking Machines Lab è¿ä¸å¤å®¶çæåä½ä¼ä¼´å±å¼åä½ï¼å¸®å©å®¢æ·é¨ç½²å¨ Tinker ä¸å¾®è°å¾å°çæ¨¡åæ£æ¥ç¹ã\nInkling å·²ç»å¯ä»¥éè¿ Together AIãFireworksãModalãDatabricks å Baseten ç API ä½¿ç¨ã\nå¨å¼æºæ¨çåå¼ºåå¦ä¹ æ¯ææ¹é¢ï¼å¢éä¸ RadixArk åä½ï¼ä¸º SGLang å Miles æä¾æ¯æï¼ä¸ Inferact åä½éé  vLLMï¼ä¸ Lightseek åä½æ¯æ TokenSpeed æ¨çï¼ä¸ Unsloth åä½æ¯æ llama.cppï¼åæ¶è¿ä¸ Hugging Face åä½ï¼å®æäºå¯¹ Transformers çéæã\nInkling çå®æ´æ¨¡åæéå·²ç»åå¸å¨ Hugging Face ä¸ï¼å æ¬åå§æ¨¡åæ£æ¥ç¹ï¼ä»¥åé¢å NVIDIA Blackwell ç³»ç»é«ææ¨çç NVFP4 æ£æ¥ç¹ã\nåèé¾æ¥ï¼https://thinkingmachines.ai/news/introducing-inkling/\nãæ¬æç±æèµçåä½ä¼ä¼´æºå¨ä¹å¿ææåå¸ï¼æ¬å¹³å°ä»\næä¾ä¿¡æ¯åå¨æå¡ãã\nãå\nè´£å£°æãï¼æ¬æä¸ææä»»ä½æèµå»ºè®®ãå¸åºæé£é©ï¼æèµéè°¨æ\nã\nå¦æä»»ä½çé®ï¼è¯·èç³»ï¼editor@zero2ipo.com.cnï¼æèµçå¤çã","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//news.pedaily.cn/202607/566386.shtml","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 10146 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 10146 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":10146,"summary_length":10146,"usable_text_length":10146,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":10146,"summary_length":10146}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}