Add Model Evals (#1)
Browse files- Add Model Evals (976a1d31df5617e1288ee7cacd53fdfa24b51de7)
- Add Lambada OpenAI to evals (f7d8d88576e15c03220895f0fe65666b2f9618c7)
Co-authored-by: USVSN Sai Prashanth <usvsnsp@users.noreply.huggingface.co>
README.md
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wandb run: https://wandb.ai/eleutherai/pythia-rlhf/runs/e0drjcsz?workspace=user-yongzx
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wandb run: https://wandb.ai/eleutherai/pythia-rlhf/runs/e0drjcsz?workspace=user-yongzx
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Model Evals:
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| Task |Version|Filter| Metric |Value | |Stderr|
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|-------------|-------|------|--------|-----:|---|-----:|
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|arc_challenge|Yaml |none |acc |0.1877|± |0.0114|
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| | |none |acc_norm|0.2372|± |0.0124|
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|arc_easy |Yaml |none |acc |0.4390|± |0.0102|
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| | |none |acc_norm|0.4082|± |0.0101|
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|logiqa |Yaml |none |acc |0.1889|± |0.0154|
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| | |none |acc_norm|0.2473|± |0.0169|
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|piqa |Yaml |none |acc |0.6213|± |0.0113|
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| | |none |acc_norm|0.6279|± |0.0113|
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|sciq |Yaml |none |acc |0.7230|± |0.0142|
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| | |none |acc_norm|0.6840|± |0.0147|
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|winogrande |Yaml |none |acc |0.5162|± |0.0140|
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|lambada_openai|Yaml |none |perplexity|58.9478|± |2.7662|
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| | |none |acc | 0.2602|± |0.0061|
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