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README.md
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@@ -17,11 +17,11 @@ SuperPlatty-30B is a merge of [lilloukas/Platypus-30B](https://huggingface.co/li
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| Metric | Value |
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| MMLU (5-shot) |
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| ARC (25-shot) |
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| HellaSwag (10-shot) |
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| TruthfulQA (0-shot) |
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| Avg. |
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We use state-of-the-art EleutherAI [Language Model Evaluation Harness](https://github.com/EleutherAI/lm-evaluation-harness) to run the benchmark tests above.
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@@ -51,22 +51,22 @@ Each task was evaluated on a single A100 80GB GPU.
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ARC:
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```
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python main.py --model hf-causal-experimental --model_args pretrained=
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```
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HellaSwag:
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```
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python main.py --model hf-causal-experimental --model_args pretrained=
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```
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MMLU:
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```
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python main.py --model hf-causal-experimental --model_args pretrained=
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```
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TruthfulQA:
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```
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python main.py --model hf-causal-experimental --model_args pretrained=
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```
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## Limitations and bias
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| Metric | Value |
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|-----------------------|-------|
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| MMLU (5-shot) | 62.6 |
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| ARC (25-shot) | 66.1 |
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| HellaSwag (10-shot) | 83.9 |
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| TruthfulQA (0-shot) | 54.0 |
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| Avg. | 66.6 |
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We use state-of-the-art EleutherAI [Language Model Evaluation Harness](https://github.com/EleutherAI/lm-evaluation-harness) to run the benchmark tests above.
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ARC:
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```
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python main.py --model hf-causal-experimental --model_args pretrained=ariellee/SuperPlatty-30B --tasks arc_challenge --batch_size 1 --no_cache --write_out --output_path results/SuperPlatty-30B/arc_challenge_25shot.json --device cuda --num_fewshot 25
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```
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HellaSwag:
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```
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python main.py --model hf-causal-experimental --model_args pretrained=ariellee/SuperPlatty-30B --tasks hellaswag --batch_size 1 --no_cache --write_out --output_path results/SuperPlatty-30B/hellaswag_10shot.json --device cuda --num_fewshot 10
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```
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MMLU:
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```
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python main.py --model hf-causal-experimental --model_args pretrained=ariellee/SuperPlatty-30B --tasks hendrycksTest-* --batch_size 1 --no_cache --write_out --output_path results/SuperPlatty-30B/mmlu_5shot.json --device cuda --num_fewshot 5
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```
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TruthfulQA:
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```
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python main.py --model hf-causal-experimental --model_args pretrained=ariellee/SuperPlatty-30B --tasks truthfulqa_mc --batch_size 1 --no_cache --write_out --output_path results/SuperPlatty-30B/truthfulqa_0shot.json --device cuda
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```
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## Limitations and bias
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