zesen-kth/tiny-llm
tiny-llm retained training evidence 1782 seed/horizon records across 594 configurations: cosine-to-zero and WSD schedules, synchronous and four- and eight-worker decentralized training, at 20 to 160 global tokens per parameter, for 20.4M-parameter models on C4. Snapshot 2026-09-17. This mirrors doc/data/current-training/ in WangZesen/tiny-llm. The website built from it is at https://wangzesen.github.io/tiny-llm/. Layout Retained artifacts are grouped into gzipped… See the full description on the dataset page: https://huggingface.co/datasets/zesen-kth/tiny-llm.
036
1schedule,method,horizon,lr,beta1,beta2,id,mean,sd,runs,rank
2cosine,awc4,20,0.01,0.95,0.99,awc4-cosine-h20--0.01--0.95--0.99,3.570301989298633,0.004893428801824943,"[{""id"":""awc4-cosine-h20--0.01--0.95--0.99--s42"",""seed"":42,""loss"":3.5757506800491314,""jobId"":""2565894"",""artifacts"":{""metrics.jsonl"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s42/metrics.jsonl"",""result.json"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s42/result.json"",""resolved.yaml"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s42/resolved.yaml"",""receipt.json"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s42/receipt.json"",""request.json"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s42/request.json"",""environment.json"":""shared/environment-47142c0055b07b04533b7c95c98a2bc9dc5c0eb7c1332b3fe4d9faebfd0123e0.json""}},{""id"":""awc4-cosine-h20--0.01--0.95--0.99--s43"",""seed"":43,""loss"":3.5688735884698835,""jobId"":""2565895"",""artifacts"":{""metrics.jsonl"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s43/metrics.jsonl"",""result.json"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s43/result.json"",""resolved.yaml"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s43/resolved.yaml"",""receipt.json"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s43/receipt.json"",""request.json"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s43/request.json"",""environment.json"":""shared/environment-574bd338d6137c4e8725cafc646ef6f0efda6cb76a1df9e2893c8ec9396a3c76.json""}},{""id"":""awc4-cosine-h20--0.01--0.95--0.99--s44"",""seed"":44,""loss"":3.5662816993768836,""jobId"":""2565896"",""artifacts"":{""metrics.jsonl"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s44/metrics.jsonl"",""result.json"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s44/result.json"",""resolved.yaml"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s44/resolved.yaml"",""receipt.json"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s44/receipt.json"",""request.json"":""logs/cosine/awc4/h20/lr-0.01-b1-0.95-b2-0.99/s44/request.json"",""environment.json"":""shared/environment-ed6050cb6acdb2eaeaec9e0ecbb32d5f806ee7fda53761d10631b754b9bfdd52.json""}}]",1
3cosine,awc4,20,0.012,0.95,0.99,awc4-cosine-h20--0.012--0.95--0.99,3.571430087726355,0.005454319304935828,"[{""id"":""awc4-cosine-h20--0.012--0.95--0.99--s42"",""seed"":42,""loss"":3.5698570695495127,""jobId"":""2578236"",""artifacts"":{""metrics.jsonl"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s42/metrics.jsonl"",""result.json"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s42/result.json"",""resolved.yaml"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s42/resolved.yaml"",""receipt.json"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s42/receipt.json"",""request.json"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s42/request.json"",""environment.json"":""shared/environment-a42d8ba1595d5a5bb1e155297ee8f296d18a7d179a7df12d3900b6a5a8130676.json""}},{""id"":""awc4-cosine-h20--0.012--0.95--0.99--s43"",""seed"":43,""loss"":3.56693513778893,""jobId"":""2578237"",""artifacts"":{""metrics.jsonl"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s43/metrics.jsonl"",""result.json"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s43/result.json"",""resolved.yaml"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s43/resolved.yaml"",""receipt.json"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s43/receipt.json"",""request.json"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s43/request.json"",""environment.json"":""shared/environment-76e246dcfe9cf4ff92148202f43bc6f26ad871b58fa222d27e5b88ff78598ee4.json""}},{""id"":""awc4-cosine-h20--0.012--0.95--0.99--s44"",""seed"":44,""loss"":3.5774980558406217,""jobId"":""2578238"",""artifacts"":{""metrics.jsonl"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s44/metrics.jsonl"",""result.json"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s44/result.json"",""resolved.yaml"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s44/resolved.yaml"",""receipt.json"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s44/receipt.json"",""request.json"":""logs/cosine/awc4/h20/lr-0.012-b1-0.95-b2-0.99/s44/request.json"",""environment.json"":""shared/environment-30fea5c67b4294a21e93d6dacee60f67e2d980c5be70b6f268466eabb2f94f10.json""}}]",2
4cosine,awc4,20,0.011,0.95,0.99,awc4-cosine-h20--0.011--0.95--0.99,3.5721603577700987,0.0069445580615472985,"[{""id"":""awc4-cosine-h20--0.011--0.95--0.99--s42"",""seed"":42,""loss"":3.564362811476181,""jobId"":""2565897"",""artifacts"":{""metrics.jsonl"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s42/metrics.jsonl"",""result.json"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s42/result.json"",""resolved.yaml"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s42/resolved.yaml"",""receipt.json"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s42/receipt.json"",""request.json"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s42/request.json"",""environment.json"":""shared/environment-5cb538d333019e3dd31304662f17d94a7da1099648c6e86c3cd2b2b74c374f75.json""}},{""id"":""awc4-cosine-h20--0.011--0.95--0.99--s43"",""seed"":43,""loss"":3.574438763515553,""jobId"":""2565898"",""artifacts"":{""metrics.jsonl"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s43/metrics.jsonl"",""result.json"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s43/result.json"",""resolved.yaml"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s43/resolved.yaml"",""receipt.json"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s43/receipt.json"",""request.json"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s43/request.json"",""environment.json"":""shared/environment-53b6f1c1b8c30d85d57fca90e3b2071ba33b968dbfe2929762e3ca7d44573ec2.json""}},{""id"":""awc4-cosine-h20--0.011--0.95--0.99--s44"",""seed"":44,""loss"":3.5776794983185622,""jobId"":""2565899"",""artifacts"":{""metrics.jsonl"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s44/metrics.jsonl"",""result.json"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s44/result.json"",""resolved.yaml"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s44/resolved.yaml"",""receipt.json"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s44/receipt.json"",""request.json"":""logs/cosine/awc4/h20/lr-0.011-b1-0.95-b2-0.99/s44/request.json"",""environment.json"":""shared/environment-3c44df49d7e12960af4066636649ba0639c533f7ea85f208e2c3173aa5a4d8fd.json""}}]",3
5cosine,awc4,20,0.009,0.95,0.99,awc4-cosine-h20--0.009--0.95--0.99,3.5735530500953665,0.003857932558388474,"[{""id"":""awc4-cosine-h20--0.009--0.95--0.99--s42"",""seed"":42,""loss"":3.569140928658794,""jobId"":""2552490"",""artifacts"":{""metrics.jsonl"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s42/metrics.jsonl"",""result.json"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s42/result.json"",""resolved.yaml"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s42/resolved.yaml"",""receipt.json"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s42/receipt.json"",""request.json"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s42/request.json"",""environment.json"":""shared/environment-b8ad115e1797119e46abfe0a7d79a007e4335bc3bae7ddc6979498c2d59f4532.json""}},{""id"":""awc4-cosine-h20--0.009--0.95--0.99--s43"",""seed"":43,""loss"":3.5762915879932358,""jobId"":""2552491"",""artifacts"":{""metrics.jsonl"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s43/metrics.jsonl"",""result.json"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s43/result.json"",""resolved.yaml"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s43/resolved.yaml"",""receipt.json"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s43/receipt.json"",""request.json"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s43/request.json"",""environment.json"":""shared/environment-51fe82ea58a1310cbd3960620d49e2b35f4a1fc25454f7af8d91b6c7ed78b229.json""}},{""id"":""awc4-cosine-h20--0.009--0.95--0.99--s44"",""seed"":44,""loss"":3.5752266336340695,""jobId"":""2552492"",""artifacts"":{""metrics.jsonl"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s44/metrics.jsonl"",""result.json"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s44/result.json"",""resolved.yaml"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s44/resolved.yaml"",""receipt.json"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s44/receipt.json"",""request.json"":""logs/cosine/awc4/h20/lr-0.009-b1-0.95-b2-0.99/s44/request.json"",""environment.json"":""shared/environment-33df600df073c58725ae61ca14ca7f860cc592bee7d71c28869d4528fa2635d1.json""}}]",4
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