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Model: grimjim/Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge Source: Original Platform
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README.md
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README.md
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---
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license: llama3
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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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- princeton-nlp/Llama-3-Instruct-8B-SimPO
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- UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
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pipeline_tag: text-generation
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model-index:
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- name: Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge
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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: 68.06
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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=grimjim/Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge
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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: 29.07
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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=grimjim/Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge
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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: 6.19
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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=grimjim/Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge
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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: 1.68
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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=grimjim/Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge
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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: 6.7
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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=grimjim/Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge
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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: 29.83
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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=grimjim/Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge
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name: Open LLM Leaderboard
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---
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# Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge
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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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Built with Meta Llama 3.
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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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* [princeton-nlp/Llama-3-Instruct-8B-SimPO](https://huggingface.co/princeton-nlp/Llama-3-Instruct-8B-SimPO)
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* [UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3](https://huggingface.co/UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3)
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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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slices:
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- sources:
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- model: princeton-nlp/Llama-3-Instruct-8B-SimPO
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layer_range:
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- 0
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- 32
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- model: UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
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layer_range:
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- 0
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- 32
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merge_method: slerp
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base_model: princeton-nlp/Llama-3-Instruct-8B-SimPO
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parameters:
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t:
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- filter: self_attn
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value:
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- 0
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- 0.5
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- 0.3
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- 0.7
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- 1
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- filter: mlp
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value:
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- 1
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- 0.5
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- 0.7
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- 0.3
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- 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/open-llm-leaderboard/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_grimjim__Llama-3-Instruct-8B-SimPO-SPPO-Iter3-merge)
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| Metric |Value|
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|-------------------|----:|
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|Avg. |23.59|
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|IFEval (0-Shot) |68.06|
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|BBH (3-Shot) |29.07|
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|MATH Lvl 5 (4-Shot)| 6.19|
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|GPQA (0-shot) | 1.68|
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|MuSR (0-shot) | 6.70|
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|MMLU-PRO (5-shot) |29.83|
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