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--- |
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base_model: |
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- meta-llama/Llama-2-7b-hf |
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- meta-llama/CodeLlama-7b-hf |
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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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license: llama2 |
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model-index: |
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- name: coma-7B-v0.1 |
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results: |
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- task: |
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type: text-generation |
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dataset: |
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type: lm-evaluation-harness |
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name: bbh |
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metrics: |
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- name: acc_norm |
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type: acc_norm |
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value: 0.3355 |
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verified: false |
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- task: |
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type: text-generation |
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dataset: |
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type: lm-evaluation-harness |
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name: gpqa |
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metrics: |
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- name: acc_norm |
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type: acc_norm |
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value: 0.2587 |
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verified: false |
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- task: |
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type: text-generation |
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dataset: |
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type: lm-evaluation-harness |
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name: math |
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metrics: |
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- name: exact_match |
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type: exact_match |
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value: 0.0104 |
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verified: false |
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- task: |
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type: text-generation |
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dataset: |
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type: lm-evaluation-harness |
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name: mmlu |
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metrics: |
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- name: acc_norm |
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type: acc_norm |
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value: 0.1433 |
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verified: false |
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- task: |
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type: text-generation |
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dataset: |
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type: lm-evaluation-harness |
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name: musr |
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metrics: |
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- name: acc_norm |
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type: acc_norm |
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value: 0.3844 |
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verified: false |
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- task: |
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type: text-generation |
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dataset: |
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type: lm-evaluation-harness |
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name: hellaswag |
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metrics: |
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- name: acc |
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type: acc |
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value: 0.5182234614618602 |
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verified: false |
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- name: acc_norm |
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type: acc_norm |
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value: 0.6834295956980682 |
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verified: false |
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--- |
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# coma-7B-v0.1 |
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CodeLlama + Llama = CoMa :) |
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This is an experiment to try merged models |
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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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Quantized version: [DevQuasar/coma-7B-v0.1-GGUF](https://huggingface.co/DevQuasar/coma-7B-v0.1-GGUF) |
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## Merge Details |
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### Merge Method |
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This model was merged using the [linear](https://arxiv.org/abs/2203.05482) merge method. |
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### Models Merged |
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"Blast from the Past" :D |
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The following models were included in the merge: |
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* [meta-llama/Llama-2-7b-hf](https://huggingface.co/meta-llama/Llama-2-7b-hf) |
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* [meta-llama/CodeLlama-7b-hf](https://huggingface.co/meta-llama/CodeLlama-7b-hf) |
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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: meta-llama/Llama-2-7b-hf |
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parameters: |
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weight: 1.0 |
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- model: meta-llama/CodeLlama-7b-hf |
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parameters: |
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weight: 0.5 |
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merge_method: linear |
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dtype: float16 |
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``` |
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I'm doing this to 'Make knowledge free for everyone', using my personal time and resources. |
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If you want to support my efforts please visit my ko-fi page: https://ko-fi.com/devquasar |
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Also feel free to visit my website https://devquasar.com/ |
