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Model: georgesung/llama3_8b_chat_uncensored Source: Original Platform
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README.md
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README.md
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---
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license: other
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datasets:
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- georgesung/wizard_vicuna_70k_unfiltered
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---
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# Overview
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Fine-tuned [Llama-3 8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B) with an uncensored/unfiltered Wizard-Vicuna conversation dataset.
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Used QLoRA for fine-tuning.
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The model here includes the fp32 HuggingFace version, plus a quantized 4-bit q4_0 [gguf version](https://huggingface.co/georgesung/llama3_8b_chat_uncensored/resolve/main/llama3_8b_chat_uncensored_q4_0.gguf?download=true).
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# Prompt style
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The model was trained with the following prompt style:
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```
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### HUMAN:
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Hello
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### RESPONSE:
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Hi, how are you?
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### HUMAN:
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I'm fine.
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### RESPONSE:
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How can I help you?
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...
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```
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# Training code
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Code used to train the model is available [here](https://github.com/georgesung/llm_qlora).
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To reproduce the results:
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```
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git clone https://github.com/georgesung/llm_qlora
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cd llm_qlora
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pip install -r requirements.txt
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python train.py configs/llama3_8b_chat_uncensored.yaml
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```
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# Fine-tuning guide
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https://georgesung.github.io/ai/qlora-ift/
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# Ollama inference
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First, install [Ollama](https://ollama.com/). Based on instructions [here](https://github.com/ollama/ollama/blob/main/README.md#import-from-gguf), run the following:
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```
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cd $MODEL_DIR_OF_CHOICE
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wget https://huggingface.co/georgesung/llama3_8b_chat_uncensored/resolve/main/llama3_8b_chat_uncensored_q4_0.gguf
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```
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Create a file called `llama3-uncensored.modelfile` with the following:
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```
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FROM ./llama3_8b_chat_uncensored_q4_0.gguf
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TEMPLATE """{{ .System }}
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### HUMAN:
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{{ .Prompt }}
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### RESPONSE:
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"""
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PARAMETER stop "### HUMAN:"
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PARAMETER stop "### RESPONSE:"
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```
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Then run:
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```
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ollama create llama3-uncensored -f llama3-uncensored.modelfile
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ollama run llama3-uncensored
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```
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