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Model: giraffe176/Open_Maid_Samantha_Hermes_Orca Source: Original Platform
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README.md
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README.md
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---
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license: cc-by-nc-4.0
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library_name: transformers
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tags:
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- mergekit
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- merge
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base_model: []
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model-index:
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- name: Open_Maid_Samantha_Hermes_Orca
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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: 66.81
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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=giraffe176/Open_Maid_Samantha_Hermes_Orca
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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: 85.83
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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=giraffe176/Open_Maid_Samantha_Hermes_Orca
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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: 64.58
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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=giraffe176/Open_Maid_Samantha_Hermes_Orca
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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: 53.91
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=giraffe176/Open_Maid_Samantha_Hermes_Orca
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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: 80.35
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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=giraffe176/Open_Maid_Samantha_Hermes_Orca
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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: 61.41
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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=giraffe176/Open_Maid_Samantha_Hermes_Orca
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name: Open LLM Leaderboard
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---
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# giraffe176/Open_Maid_Samantha_Hermes_Orca
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the SLERP merge method.
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### Models Merged
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The following models were included in the merge:
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* cognitivecomputations/samantha-1.1-westlake-7b
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* NeverSleep/Noromaid-7B-0.4-DPO
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* OpenHermes-2.5-Mistral-7B
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* Open-Orca/Mistral-7B-OpenOrca
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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models:
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- model: cognitivecomputations/samantha-1.1-westlake-7b
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layer_range: [0, 32]
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- model: NeverSleep/Noromaid-7B-0.4-DPO
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layer_range: [0, 32]
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merge_method: slerp
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base_model: NeverSleep/Noromaid-7B-0.4-DPO
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parameters:
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t:
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- filter: self_attn
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value: [0, 0.5, 0.3, 0.7, 1]
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16
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name: workspace1
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---
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models:
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- model: teknium/OpenHermes-2.5-Mistral-7B
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layer_range: [0, 32]
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- model: Open-Orca/Mistral-7B-OpenOrca
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layer_range: [0, 32]
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merge_method: slerp
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base_model: teknium/OpenHermes-2.5-Mistral-7B
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parameters:
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t:
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- filter: self_attn
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value: [0, 0.5, 0.3, 0.7, 1]
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16
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name: workspace2
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---
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models:
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- model: workspace1
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layer_range: [0, 32]
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- model: workspace2
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layer_range: [0, 32]
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merge_method: slerp
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base_model: workspace1
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parameters:
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t:
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- filter: self_attn
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value: [0, 0.5, 0.3, 0.7, 1]
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16
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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_giraffe176__Open_Maid_Samantha_Hermes_Orca)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |68.81|
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|AI2 Reasoning Challenge (25-Shot)|66.81|
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|HellaSwag (10-Shot) |85.83|
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|MMLU (5-Shot) |64.58|
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|TruthfulQA (0-shot) |53.91|
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|Winogrande (5-shot) |80.35|
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|GSM8k (5-shot) |61.41|
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