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Model: EryriLabs/TriFusionNexus-7b Source: Original Platform
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README.md
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---
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license: cc-by-nc-2.0
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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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- mlabonne/AlphaMonarch-7B
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- bardsai/jaskier-7b-dpo-v5.6
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- CultriX/NeuralTrix-7B-dpo
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model-index:
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- name: TriFusionNexus-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: 72.78
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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=BuckeyBarnes/TriFusionNexus-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: 89.17
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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=BuckeyBarnes/TriFusionNexus-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: 64.44
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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=BuckeyBarnes/TriFusionNexus-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: 78.13
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BuckeyBarnes/TriFusionNexus-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: 84.93
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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=BuckeyBarnes/TriFusionNexus-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: 68.46
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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=BuckeyBarnes/TriFusionNexus-7b
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name: Open LLM Leaderboard
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---
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# TriFusionNexus-7b
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [CultriX/NeuralTrix-7B-dpo](https://huggingface.co/CultriX/NeuralTrix-7B-dpo) as a base.
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### Models Merged
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The following models were included in the merge:
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* [mlabonne/AlphaMonarch-7B](https://huggingface.co/mlabonne/AlphaMonarch-7B)
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* [bardsai/jaskier-7b-dpo-v5.6](https://huggingface.co/bardsai/jaskier-7b-dpo-v5.6)
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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: CultriX/NeuralTrix-7B-dpo # no parameters necessary for base model
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- model: mlabonne/AlphaMonarch-7B
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parameters:
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density: 0.5 # fraction of weights in differences from the base model to retain
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weight: # weight gradient
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- filter: mlp
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value: 0.5
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- value: 0
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- model: bardsai/jaskier-7b-dpo-v5.6
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parameters:
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density: 0.5
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weight: 0.5
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merge_method: ties
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base_model: CultriX/NeuralTrix-7B-dpo
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parameters:
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normalize: true
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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_BuckeyBarnes__TriFusionNexus-7b)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |76.32|
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|AI2 Reasoning Challenge (25-Shot)|72.78|
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|HellaSwag (10-Shot) |89.17|
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|MMLU (5-Shot) |64.44|
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|TruthfulQA (0-shot) |78.13|
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|Winogrande (5-shot) |84.93|
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|GSM8k (5-shot) |68.46|
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