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nlp-eval.yaml
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- command:
- docker exec leaderboard{{ gpu }} python lm-evaluation-harness/main.py --device cuda --no_cache --model hf-causal-experimental --model_args pretrained={{ model }},trust_remote_code=True,use_accelerate=True --tasks arc_challenge --num_fewshot 25 --output_path /data/leaderboard/benchmark/nlp/{{ replace model "/" "--" }}/arc_challenge.json
model:
- /data/leaderboard/weights/metaai/llama-7B
- /data/leaderboard/weights/metaai/llama-13B
- /data/leaderboard/weights/lmsys/vicuna-7B
- /data/leaderboard/weights/lmsys/vicuna-13B
- /data/leaderboard/weights/tatsu-lab/alpaca-7B
- /data/leaderboard/weights/BAIR/koala-7b
- /data/leaderboard/weights/BAIR/koala-13b
- camel-ai/CAMEL-13B-Combined-Data
- databricks/dolly-v2-12b
- FreedomIntelligence/phoenix-inst-chat-7b
- h2oai/h2ogpt-gm-oasst1-en-2048-open-llama-7b-preview-300bt-v2
- Neutralzz/BiLLa-7B-SFT
- nomic-ai/gpt4all-13b-snoozy
- openaccess-ai-collective/manticore-13b-chat-pyg
- OpenAssistant/oasst-sft-1-pythia-12b
- project-baize/baize-v2-7B
- StabilityAI/stablelm-tuned-alpha-7b
- togethercomputer/RedPajama-INCITE-7B-Chat
- RWKV/rwkv-raven-7b
- Salesforce/xgen-7b-8k-inst
- command:
- docker exec leaderboard{{ gpu }} python lm-evaluation-harness/main.py --device cuda --no_cache --model hf-causal-experimental --model_args pretrained={{ model }},trust_remote_code=True,use_accelerate=True --tasks hellaswag --num_fewshot 10 --output_path /data/leaderboard/benchmark/nlp/{{ replace model "/" "--" }}/hellaswag.json
model:
- /data/leaderboard/weights/metaai/llama-7B
- /data/leaderboard/weights/metaai/llama-13B
- /data/leaderboard/weights/lmsys/vicuna-7B
- /data/leaderboard/weights/lmsys/vicuna-13B
- /data/leaderboard/weights/tatsu-lab/alpaca-7B
- /data/leaderboard/weights/BAIR/koala-7b
- /data/leaderboard/weights/BAIR/koala-13b
- camel-ai/CAMEL-13B-Combined-Data
- databricks/dolly-v2-12b
- FreedomIntelligence/phoenix-inst-chat-7b
- h2oai/h2ogpt-gm-oasst1-en-2048-open-llama-7b-preview-300bt-v2
- Neutralzz/BiLLa-7B-SFT
- nomic-ai/gpt4all-13b-snoozy
- openaccess-ai-collective/manticore-13b-chat-pyg
- OpenAssistant/oasst-sft-1-pythia-12b
- project-baize/baize-v2-7B
- StabilityAI/stablelm-tuned-alpha-7b
- togethercomputer/RedPajama-INCITE-7B-Chat
- RWKV/rwkv-raven-7b
- Salesforce/xgen-7b-8k-inst
- command:
- docker exec leaderboard{{ gpu }} python lm-evaluation-harness/main.py --device cuda --no_cache --model hf-causal-experimental --model_args pretrained={{ model }},trust_remote_code=True,use_accelerate=True --tasks truthfulqa_mc --num_fewshot 0 --output_path /data/leaderboard/benchmark/nlp/{{ replace model "/" "--" }}/truthfulqa_mc.json
model:
- /data/leaderboard/weights/metaai/llama-7B
- /data/leaderboard/weights/metaai/llama-13B
- /data/leaderboard/weights/lmsys/vicuna-7B
- /data/leaderboard/weights/lmsys/vicuna-13B
- /data/leaderboard/weights/tatsu-lab/alpaca-7B
- /data/leaderboard/weights/BAIR/koala-7b
- /data/leaderboard/weights/BAIR/koala-13b
- camel-ai/CAMEL-13B-Combined-Data
- databricks/dolly-v2-12b
- FreedomIntelligence/phoenix-inst-chat-7b
- h2oai/h2ogpt-gm-oasst1-en-2048-open-llama-7b-preview-300bt-v2
- Neutralzz/BiLLa-7B-SFT
- nomic-ai/gpt4all-13b-snoozy
- openaccess-ai-collective/manticore-13b-chat-pyg
- OpenAssistant/oasst-sft-1-pythia-12b
- project-baize/baize-v2-7B
- StabilityAI/stablelm-tuned-alpha-7b
- togethercomputer/RedPajama-INCITE-7B-Chat
- RWKV/rwkv-raven-7b
- Salesforce/xgen-7b-8k-inst
- command:
- docker exec leaderboard{{ gpu }} python lm-evaluation-harness/main.py --device cuda --no_cache --model hf-seq2seq --model_args pretrained={{ model }},trust_remote_code=True,use_accelerate=True --tasks arc_challenge --num_fewshot 25 --output_path /data/leaderboard/benchmark/nlp/{{ replace model "/" "--" }}/arc_challenge.json
- docker exec leaderboard{{ gpu }} python lm-evaluation-harness/main.py --device cuda --no_cache --model hf-seq2seq --model_args pretrained={{ model }},trust_remote_code=True,use_accelerate=True --tasks hellaswag --num_fewshot 10 --output_path /data/leaderboard/benchmark/nlp/{{ replace model "/" "--" }}/hellaswag.json
- docker exec leaderboard{{ gpu }} python lm-evaluation-harness/main.py --device cuda --no_cache --model hf-seq2seq --model_args pretrained={{ model }},trust_remote_code=True,use_accelerate=True --tasks truthfulqa_mc --num_fewshot 0 --output_path /data/leaderboard/benchmark/nlp/{{ replace model "/" "--" }}/truthfulqa_mc.json
model:
- lmsys/fastchat-t5-3b-v1.0