160 lines
4.4 KiB
Markdown
160 lines
4.4 KiB
Markdown
---
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license: apache-2.0
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tags:
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- merge
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- mergekit
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- lazymergekit
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- decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
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- senseable/WestLake-7B-v2
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- mlabonne/NeuralBeagle14-7B
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model-index:
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- name: WestOrcaNeural-V2-DARETIES-7B
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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: 72.1
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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=jsfs11/WestOrcaNeural-V2-DARETIES-7B
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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: 88.21
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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=jsfs11/WestOrcaNeural-V2-DARETIES-7B
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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: 64.64
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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=jsfs11/WestOrcaNeural-V2-DARETIES-7B
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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: 67.81
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=jsfs11/WestOrcaNeural-V2-DARETIES-7B
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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: 83.74
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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=jsfs11/WestOrcaNeural-V2-DARETIES-7B
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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: 70.66
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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=jsfs11/WestOrcaNeural-V2-DARETIES-7B
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name: Open LLM Leaderboard
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---
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# WestOrcaNeural-V2-DARETIES-7B
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WestOrcaNeural-V2-DARETIES-7B is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
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* [decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP](https://huggingface.co/decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP)
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* [senseable/WestLake-7B-v2](https://huggingface.co/senseable/WestLake-7B-v2)
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* [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B)
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## 🧩 Configuration
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```yaml
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models:
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- model: mistralai/Mistral-7B-v0.1
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# no parameters necessary for base model
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- model: decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
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parameters:
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density: 0.6
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weight: 0.35
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- model: senseable/WestLake-7B-v2
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parameters:
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density: 0.65
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weight: 0.4
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- model: mlabonne/NeuralBeagle14-7B
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parameters:
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density: 0.55
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weight: 0.25
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merge_method: dare_ties
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base_model: mistralai/Mistral-7B-v0.1
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parameters:
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int8_mask: true
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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_jsfs11__WestOrcaNeural-V2-DARETIES-7B)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |74.53|
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|AI2 Reasoning Challenge (25-Shot)|72.10|
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|HellaSwag (10-Shot) |88.21|
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|MMLU (5-Shot) |64.64|
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|TruthfulQA (0-shot) |67.81|
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|Winogrande (5-shot) |83.74|
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|GSM8k (5-shot) |70.66|
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