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Adding Evaluation Results (#1)
Browse files- Adding Evaluation Results (591cc4a7205397a382ddef953a9db789b9ee8baa)
Co-authored-by: Open LLM Leaderboard PR Bot <leaderboard-pr-bot@users.noreply.huggingface.co>
README.md
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---
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library_name: transformers
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tags:
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- trl
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- sft
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license: apache-2.0
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datasets:
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- HuggingFaceTB/smoltalk
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base_model:
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- nbeerbower/Mahou-1.5-mistral-nemo-12B-lorablated
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---
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![image/png](https://huggingface.co/nbeerbower/SmolNemo-12B/resolve/main/smolnemo_cover.png?download=true)
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@@ -26,4 +121,17 @@ base_model:
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SFT with 8x A100 for 0.1 epochs.
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-
This was a full finetune. I think the issues with the model can be chalked up to conflicts with Mistral Instruct and ChatML.
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---
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license: apache-2.0
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library_name: transformers
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tags:
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- trl
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- sft
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base_model:
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- nbeerbower/Mahou-1.5-mistral-nemo-12B-lorablated
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datasets:
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- HuggingFaceTB/smoltalk
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model-index:
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- name: SmolNemo-12B-FFT-experimental
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results:
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: IFEval (0-Shot)
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type: HuggingFaceH4/ifeval
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args:
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num_few_shot: 0
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metrics:
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- type: inst_level_strict_acc and prompt_level_strict_acc
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value: 33.48
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name: strict accuracy
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=nbeerbower/SmolNemo-12B-FFT-experimental
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: BBH (3-Shot)
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type: BBH
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args:
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num_few_shot: 3
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metrics:
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- type: acc_norm
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value: 6.54
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=nbeerbower/SmolNemo-12B-FFT-experimental
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MATH Lvl 5 (4-Shot)
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type: hendrycks/competition_math
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args:
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num_few_shot: 4
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metrics:
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- type: exact_match
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value: 0.23
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name: exact match
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=nbeerbower/SmolNemo-12B-FFT-experimental
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: GPQA (0-shot)
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type: Idavidrein/gpqa
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args:
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num_few_shot: 0
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metrics:
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- type: acc_norm
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value: 1.34
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name: acc_norm
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=nbeerbower/SmolNemo-12B-FFT-experimental
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MuSR (0-shot)
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type: TAUR-Lab/MuSR
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args:
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num_few_shot: 0
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metrics:
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- type: acc_norm
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value: 5.92
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name: acc_norm
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=nbeerbower/SmolNemo-12B-FFT-experimental
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MMLU-PRO (5-shot)
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type: TIGER-Lab/MMLU-Pro
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config: main
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split: test
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 2.41
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name: accuracy
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=nbeerbower/SmolNemo-12B-FFT-experimental
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name: Open LLM Leaderboard
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---
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![image/png](https://huggingface.co/nbeerbower/SmolNemo-12B/resolve/main/smolnemo_cover.png?download=true)
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SFT with 8x A100 for 0.1 epochs.
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This was a full finetune. I think the issues with the model can be chalked up to conflicts with Mistral Instruct and ChatML.
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_nbeerbower__SmolNemo-12B-FFT-experimental)
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| Metric |Value|
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|-------------------|----:|
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|Avg. | 8.32|
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|IFEval (0-Shot) |33.48|
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|BBH (3-Shot) | 6.54|
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|MATH Lvl 5 (4-Shot)| 0.23|
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|GPQA (0-shot) | 1.34|
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|MuSR (0-shot) | 5.92|
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|MMLU-PRO (5-shot) | 2.41|
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