Instructions to use tdvoroch/tyson-chatbot-mistral-7b-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use tdvoroch/tyson-chatbot-mistral-7b-lora with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("mistralai/Mistral-7B-Instruct-v0.2") model = PeftModel.from_pretrained(base_model, "tdvoroch/tyson-chatbot-mistral-7b-lora") - Notebooks
- Google Colab
- Kaggle
Neil deGrasse Tyson Chatbot
This is a LoRA fine-tuned Mistral-7B model that mimics Neil deGrasse Tyson's personality and communication style.
Model Details
- Base Model: mistralai/Mistral-7B-Instruct-v0.2
- Training: LoRA fine-tuning on 747 Q&A pairs from Tyson's books, tweets, and interviews
- LoRA Rank: 64
- Training Epochs: 1.5
- Downloads last month
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Base model
mistralai/Mistral-7B-Instruct-v0.2