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--- |
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base_model: unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit |
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language: |
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- en |
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license: apache-2.0 |
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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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- trl |
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- sft |
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- safetersors |
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- pytorch |
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- coding |
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- finetuned |
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datasets: |
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- Replete-AI/code_bagel |
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--- |
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# INTRO |
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we are happy to announce our frist coding model |
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# Model Card for Model ID |
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this is a finetune model of [llama3.1](https://llama.meta.com) that can perform well in coding |
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- **Developed by: [kshabana4ai](https://huggingface.co/kshabana-ai) |
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- **Funded by no one |
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- **Shared by kshabana |
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- **Model type: safetensors and gguf |
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- **Language(s) English |
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- **License:** Apache2.0 |
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- **Finetuned from model [llama3.1-instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) |
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#### installation |
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download [ollama](https://ollama.com/download) |
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```bash |
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ollama run hf.co/kshabana/GOAT-coder-llama3.1-8b:Q4_K_M |
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``` |
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### Model Sources |
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https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct |
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- **Dataset Repository:** |
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https://huggingface.co/datasets/Replete-AI/code_bagel |
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## Uses |
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This model is finetuned specifically for coding and it has a 131072 context lingth. |
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## Bias, Risks, and Limitations |
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it can some times produce a wrong answers. |
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### Recommendations |
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NOTE: you shold have [lm studio](https://lmstudio.ai/) or [ollama](https://ollama.com) to use this model |
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IN LM-STUDIO: it is recommended to use this model with the defult lm-studio configration. |
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IN OLLAMA: we will be pushing the model soon to ollama. |
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## Training Details |
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model trained with unsloth. |
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### Training Data |
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the training dataset that i used: https://huggingface.co/datasets/Replete-AI/code_bagel |
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## IMPORTANT LINKS |
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OLLAMA: https://ollama.com |
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LM-STUDIO: https://lmstudio.ai |
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llama3.1: instruct: https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct |
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dataset: https://huggingface.co/datasets/Replete-AI/code_bagel |
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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) |
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kshabana4ai |
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[<img src ="https://cdn-uploads.huggingface.co/production/uploads/650b3f38b5b6029d37298ae8/1kvHhWQGdBqgUuwkUw0L1.png" width="200"/>](https://huggingface.co/kshabana-ai) |
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