{"input_url":"https://deepmind.google/blog/decoupled-diloco/","gnews_decode":"https://deepmind.google/blog/decoupled-diloco/","http_status":200,"final_url":"https://deepmind.google/blog/decoupled-diloco/","html_length":142057,"trafilatura_result":"ok","text_length":2058,"text_preview":"Decoupled DiLoCo is not only more resilient to failures, but is also practical for executing production-level, fully distributed pre-training. We successfully trained a 12 billion parameter model across four separate U.S. regions using 2-5 Gbps of wide-area networking (a level relatively achievable ","verdict":"OK"}