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images/benchmark/pr-1540/rloo/models/minimal/rloo_tldr.csv

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+,train/objective/rlhf_reward,train/objective/scores,train/objective/kl,train/objective/non_score_reward,train/objective/entropy,train/policy/approxkl_avg,train/policy/clipfrac_avg,train/loss/policy_avg,train/loss/value_avg,train/val/clipfrac_avg,train/policy/entropy_avg,train/val/ratio,train/val/ratio_var,train/val/num_eos_tokens,train/lr,train/eps
+huggingface/trl/cleanrl/EleutherAI_pythia-1b-deduped__sft__tldr ({'tag': ['pr-1540']}),3.8473 ± 0.0000,4.8672 ± 0.0000,20.3925 ± 0.0000,-1.0196 ± 0.0000,3.0505 ± 0.0000,0.5018 ± 0.0000,0.3758 ± 0.0000,0.1565 ± 0.0000,0.0000 ± 0.0000,0.0000 ± 0.0000,0.5307 ± 0.0000,0.9997 ± 0.0000,0.0000 ± 0.0000,2702.9500 ± 0.0000,0.0000 ± 0.0000,89.0000 ± 0.0000

images/benchmark/pr-1540/rloo/models/minimal/rloo_tldr.md

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+|                                                                                        | train/objective/rlhf_reward   | train/objective/scores   | train/objective/kl   | train/objective/non_score_reward   | train/objective/entropy   | train/policy/approxkl_avg   | train/policy/clipfrac_avg   | train/loss/policy_avg   | train/loss/value_avg   | train/val/clipfrac_avg   | train/policy/entropy_avg   | train/val/ratio   | train/val/ratio_var   | train/val/num_eos_tokens   | train/lr        | train/eps        |
+|:---------------------------------------------------------------------------------------|:------------------------------|:-------------------------|:---------------------|:-----------------------------------|:--------------------------|:----------------------------|:----------------------------|:------------------------|:-----------------------|:-------------------------|:---------------------------|:------------------|:----------------------|:---------------------------|:----------------|:-----------------|
+| huggingface/trl/cleanrl/EleutherAI_pythia-1b-deduped__sft__tldr ({'tag': ['pr-1540']}) | 3.8473 ± 0.0000               | 4.8672 ± 0.0000          | 20.3925 ± 0.0000     | -1.0196 ± 0.0000                   | 3.0505 ± 0.0000           | 0.5018 ± 0.0000             | 0.3758 ± 0.0000             | 0.1565 ± 0.0000         | 0.0000 ± 0.0000        | 0.0000 ± 0.0000          | 0.5307 ± 0.0000            | 0.9997 ± 0.0000   | 0.0000 ± 0.0000       | 2702.9500 ± 0.0000         | 0.0000 ± 0.0000 | 89.0000 ± 0.0000 |

images/benchmark/pr-1540/rloo_runtimes.csv

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+,huggingface/trl/cleanrl/EleutherAI_pythia-1b-deduped__sft__tldr ({'tag': ['pr-1540']})
+models/minimal/rloo_tldr,176.9759713821411

images/benchmark/pr-1540/rloo_runtimes.md

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+|                          |   huggingface/trl/cleanrl/EleutherAI_pythia-1b-deduped__sft__tldr ({'tag': ['pr-1540']}) |
+|:-------------------------|-----------------------------------------------------------------------------------------:|
+| models/minimal/rloo_tldr |                                                                                  176.976 |