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base-2.8b-eval-files/EleutherAI-pythia-2.8b-0shot-shelloutput.txt
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bootstrapping for stddev: perplexity
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hf (pretrained=EleutherAI/pythia-2.8b), limit: None, num_fewshot: 0, batch_size: 16
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| Task |Version|Filter| Metric | Value | |Stderr|
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|--------------|-------|------|---------------|------:|---|-----:|
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|arc_challenge |Yaml |none |acc | 0.2952|± |0.0133|
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| | |none |acc_norm | 0.3311|± |0.0138|
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|arc_easy |Yaml |none |acc | 0.6448|± |0.0098|
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| | |none |acc_norm | 0.5871|± |0.0101|
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|boolq |Yaml |none |acc | 0.6474|± |0.0084|
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|hellaswag |Yaml |none |acc | 0.4532|± |0.0050|
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| | |none |acc_norm | 0.5926|± |0.0049|
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|lambada_openai|Yaml |none |perplexity | 5.0370|± |0.1191|
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| | |none |acc | 0.6472|± |0.0067|
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|openbookqa |Yaml |none |acc | 0.2400|± |0.0191|
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| | |none |acc_norm | 0.3580|± |0.0215|
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|piqa |Yaml |none |acc | 0.7394|± |0.0102|
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| | |none |acc_norm | 0.7356|± |0.0103|
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|sciq |Yaml |none |acc | 0.8870|± |0.0100|
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| | |none |acc_norm | 0.8350|± |0.0117|
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|wikitext |Yaml |none |word_perplexity|20.0571| | |
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| | |none |byte_perplexity| 1.6394| | |
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| | |none |bits_per_byte | 0.7132| | |
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|winogrande |Yaml |none |acc | 0.5975|± |0.0138|
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base-2.8b-eval-files/EleutherAI-pythia-2.8b-5shot-shelloutput.txt
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bootstrapping for stddev: perplexity
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hf (pretrained=EleutherAI/pythia-2.8b), limit: None, num_fewshot: 5, batch_size: 8
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| Task |Version|Filter| Metric | Value | |Stderr|
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|--------------|-------|------|---------------|------:|---|-----:|
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|arc_challenge |Yaml |none |acc | 0.3123|± |0.0135|
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| | |none |acc_norm | 0.3549|± |0.0140|
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|arc_easy |Yaml |none |acc | 0.6700|± |0.0096|
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| | |none |acc_norm | 0.6759|± |0.0096|
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|boolq |Yaml |none |acc | 0.6664|± |0.0082|
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|hellaswag |Yaml |none |acc | 0.4504|± |0.0050|
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| | |none |acc_norm | 0.6031|± |0.0049|
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|lambada_openai|Yaml |none |perplexity | 6.4479|± |0.1602|
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| | |none |acc | 0.5948|± |0.0068|
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|openbookqa |Yaml |none |acc | 0.2480|± |0.0193|
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| | |none |acc_norm | 0.3720|± |0.0216|
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|piqa |Yaml |none |acc | 0.7427|± |0.0102|
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| | |none |acc_norm | 0.7443|± |0.0102|
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|sciq |Yaml |none |acc | 0.9440|± |0.0073|
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| | |none |acc_norm | 0.9400|± |0.0075|
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|wikitext |Yaml |none |word_perplexity|20.0571| | |
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| | |none |byte_perplexity| 1.6394| | |
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| | |none |bits_per_byte | 0.7132| | |
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|winogrande |Yaml |none |acc | 0.5943|± |0.0138|
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