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1f:["$","p",null,{"children":"Standardized evaluation across common benchmarks:"}]
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21:["$","p",null,{"children":"Supported benchmarks:"}]
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24:["$","p",null,{"children":"Every training run is tracked:"}]
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26:["$","p",null,{"children":"The experiment tracker records:"}]
27:["$","ul",null,{"children":["\n",["$","li",null,{"children":"Hyperparameters"}],"\n",["$","li",null,{"children":"Training metrics (loss, gradient norms, learning rates)"}],"\n",["$","li",null,{"children":"Evaluation results"}],"\n",["$","li",null,{"children":"System metrics (GPU utilization, memory)"}],"\n",["$","li",null,{"children":"Artifacts (checkpoints, configs)"}],"\n"]}]
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29:["$","p",null,{"children":"Training Gym emphasizes reproducibility:"}]
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2c:["$","p",null,{"children":"Same seed, same results (within floating point precision)."}]
2d:["$","h3",null,{"className":"flex scroll-m-28 flex-row items-center gap-2","id":"environment-capture","children":[["$","a",null,{"data-card":"","href":"#environment-capture","className":"peer","children":"Environment Capture"}],["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-link size-3.5 shrink-0 text-fd-muted-foreground opacity-0 transition-opacity peer-hover:opacity-100","aria-hidden":true,"children":[["$","path","1cjeqo",{"d":"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"}],["$","path","19qd67",{"d":"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"}],"$undefined"]}]]}]
2e:["$","p",null,{"children":"Every experiment records:"}]
2f:["$","ul",null,{"children":["\n",["$","li",null,{"children":"Git commit hash"}],"\n",["$","li",null,{"children":"Package versions"}],"\n",["$","li",null,{"children":"Hardware configuration"}],"\n",["$","li",null,{"children":"CUDA/cuDNN versions"}],"\n"]}]
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31:["$","p",null,{"children":"All configs are versioned YAML:"}]
32:["$","$L4c",null,{"className":"shiki shiki-themes github-light github-dark","style":{"--shiki-light":"#24292e","--shiki-dark":"#e1e4e8","--shiki-light-bg":"#fff","--shiki-dark-bg":"#24292e"},"tabIndex":"0","icon":"<svg viewBox=\"0 0 24 24\"><path d=\"M 6,1 C 4.354992,1 3,2.354992 3,4 v 16 c 0,1.645008 1.354992,3 3,3 h 12 c 1.645008,0 3,-1.354992 3,-3 V 8 7 A 1.0001,1.0001 0 0 0 20.707031,6.2929687 l -5,-5 A 1.0001,1.0001 0 0 0 15,1 h -1 z m 0,2 h 7 v 3 c 0,1.645008 1.354992,3 3,3 h 3 v 11 c 0,0.564129 -0.435871,1 -1,1 H 6 C 5.4358712,21 5,20.564129 5,20 V 4 C 5,3.4358712 5.4358712,3 6,3 Z M 15,3.4140625 18.585937,7 H 16 C 15.435871,7 15,6.5641288 15,6 Z\" fill=\"currentColor\" /></svg>","children":["$","$L4d",null,{"children":["$","code",null,{"children":[["$","span",null,{"className":"line","children":["$","span",null,{}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" # experiments/zen-7b-v2.yaml"}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" model:"}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" architecture: llama"}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" hidden_size: 4096"}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" num_layers: 32"}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" num_heads: 32"}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" vocab_size: 32000"}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" "}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" training:"}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" batch_size: 2048"}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" learning_rate: 3e-4"}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" max_steps: 150000"}]}],"\n",["$","span",null,{"className":"line","children":["$","span",null,{"children":" "}]}]]}]}]}]
33:["$","h2",null,{"className":"flex scroll-m-28 flex-row items-center gap-2","id":"community-features","children":[["$","a",null,{"data-card":"","href":"#community-features","className":"peer","children":"Community Features"}],["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-link size-3.5 shrink-0 text-fd-muted-foreground opacity-0 transition-opacity peer-hover:opacity-100","aria-hidden":true,"children":[["$","path","1cjeqo",{"d":"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"}],["$","path","19qd67",{"d":"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"}],"$undefined"]}]]}]
34:["$","p",null,{"children":"Training Gym includes tools for collaborative development:"}]
35:["$","h3",null,{"className":"flex scroll-m-28 flex-row items-center gap-2","id":"model-registry","children":[["$","a",null,{"data-card":"","href":"#model-registry","className":"peer","children":"Model Registry"}],["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-link size-3.5 shrink-0 text-fd-muted-foreground opacity-0 transition-opacity peer-hover:opacity-100","aria-hidden":true,"children":[["$","path","1cjeqo",{"d":"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"}],["$","path","19qd67",{"d":"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71"}],"$undefined"]}]]}]
36:["$","p",null,{"children":"Share and discover models:"}]
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