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--- |
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license: apache-2.0 |
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library_name: transformers |
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pipeline_tag: text-generation |
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tags: |
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- mergekit |
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- merge |
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--- |
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# llama-3-moe-3x8b |
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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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### Models Merged |
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The following models were included in the merge: |
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* [meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B) |
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* [codellama/CodeLlama-7b-Instruct-hf](https://huggingface.co/codellama/CodeLlama-7b-Instruct-hf) |
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* [meta-math/MetaMath-Mistral-7B](https://huggingface.co/meta-math/MetaMath-Mistral-7B) |
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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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base_model: meta-llama/Meta-Llama-3-8B-Instruct |
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gate_mode: hidden # one of "hidden", "cheap_embed", or "random" |
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dtype: bfloat16 # output dtype (float32, float16, or bfloat16) |
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## (optional) |
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# experts_per_token: 2 |
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experts: |
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- source_model: meta-llama/Meta-Llama-3-8B-Instruct |
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positive_prompts: |
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- "chat" |
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- "assistant" |
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- "tell me" |
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- "explain" |
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- "I want" |
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## (optional) |
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# negative_prompts: |
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# - "This is a prompt expert_model_1 should not be used for" |
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- source_model: codellama/CodeLlama-7b-Instruct-hf |
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positive_prompts: |
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- "code" |
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- "python" |
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- "javascript" |
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- "programming" |
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- "algorithm" |
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- "C#" |
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- "C++" |
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- "debug" |
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- "runtime" |
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- "html" |
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- "command" |
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- "nodejs" |
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- source_model: meta-math/MetaMath-Mistral-7B |
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positive_prompts: |
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- "reason" |
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- "math" |
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- "mathematics" |
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- "solve" |
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- "count" |
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- "calculate" |
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- "arithmetic" |
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- "algebra" |
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``` |
