147 lines
3.9 KiB
Markdown
147 lines
3.9 KiB
Markdown
---
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license: cc-by-4.0
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tags:
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- mistral
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- merge
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pipeline_tag: text-generation
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model-index:
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- name: xDAN-SlimOrca
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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: AI2 Reasoning Challenge (25-Shot)
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type: ai2_arc
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config: ARC-Challenge
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split: test
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args:
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num_few_shot: 25
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metrics:
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- type: acc_norm
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value: 65.61
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/xDAN-SlimOrca
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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: HellaSwag (10-Shot)
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type: hellaswag
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split: validation
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args:
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num_few_shot: 10
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metrics:
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- type: acc_norm
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value: 85.7
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/xDAN-SlimOrca
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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 (5-Shot)
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type: cais/mmlu
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config: all
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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: 63.67
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/xDAN-SlimOrca
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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: TruthfulQA (0-shot)
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type: truthful_qa
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config: multiple_choice
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split: validation
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args:
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num_few_shot: 0
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metrics:
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- type: mc2
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value: 57.68
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/xDAN-SlimOrca
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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: Winogrande (5-shot)
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type: winogrande
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config: winogrande_xl
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split: validation
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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: 77.66
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/xDAN-SlimOrca
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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: GSM8k (5-shot)
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type: gsm8k
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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: 57.92
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/xDAN-SlimOrca
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name: Open LLM Leaderboard
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---
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# Model Card for xDAN-SlimOrca
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<!-- Provide a quick summary of what the model is/does. -->
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Slerp merge of xDAN-L1-Chat-RL-v1 and mistral-7b-slimorcaboros.
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.yaml file for mergekit
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```.yaml:
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slices:
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- sources:
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- model: xDAN-AI/xDAN-L1-Chat-RL-v1
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layer_range: [0, 32]
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- model: openaccess-ai-collective/mistral-7b-slimorcaboros
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layer_range: [0, 32]
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merge_method: slerp
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base_model: mistralai/Mistral-7B-v0.1
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parameters:
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t:
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- filter: self_attn
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value: [0.14, 0.57, 0.4, 0.74, 1]
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- filter: mlp
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value: [0.86, 0.43, 0.6, 0.26, 0]
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- value: 0.5 # fallback for rest of tensors
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dtype: float16
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```
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Azazelle__xDAN-SlimOrca)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |68.04|
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|AI2 Reasoning Challenge (25-Shot)|65.61|
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|HellaSwag (10-Shot) |85.70|
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|MMLU (5-Shot) |63.67|
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|TruthfulQA (0-shot) |57.68|
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|Winogrande (5-shot) |77.66|
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|GSM8k (5-shot) |57.92|
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