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--- |
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base_model: unsloth/Meta-Llama-3.1-8B-Instruct-unsloth-bnb-4bit |
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tags: |
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- text-generation-inference |
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- transformers |
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- unsloth |
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- llama |
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- gguf |
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license: apache-2.0 |
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language: |
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- en |
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datasets: |
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- neural-bridge/rag-dataset-12000 |
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--- |
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# Uploaded model |
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This model was fine-tuned for 3 epochs on the RAG-12.000 dataset to perform better in RAG pipelines. |
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Using RAGAs metrics on own testset, mean performance increased: Faithfulness 0.783 -> 0.822, Answer Correctness 0.591 -> 0.613, Answer Relevance 0.765 -> 0.874 and mean inference time decreased 9.95s -> 6.12s |
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- **Developed by:** R0bfried |
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- **License:** apache-2.0 |
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- **Finetuned from model :** unsloth/Meta-Llama-3.1-8B-Instruct-unsloth-bnb-4bit |
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This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. |
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |
