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chemistry-assistant-7b
juntaoyuan/chemistry-assistant-7b
chemistry-assistant-7b is a machine learning model from juntaoyuan. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This model is fine-tuned from the llama2-7b-chat base model with an SFT QA dataset generated from The Elements book. The fine-tuned model has a good understanding and proper focus on chemistry terms, making it a good…
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.gguf22.7 GB · 100%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Dec 21, 2023
- Updated
- Feb 19, 2024
- SHA
- 307ae0e9
Model card
From the Hugging Face model README
This model is fine-tuned from the llama2-7b-chat base model with an SFT QA dataset generated from The Elements book. The fine-tuned model has a good understanding and proper focus on chemistry terms, making it a good model for RAG applications for chemistry subjects.
The base model is quantized to Q5_K_M and then fined-tuned with the generated QA dataset. The LORA layers are then applied back to the base model. The fine-tuned model has the same number of parameters, quantization, and prompt template as the base model.
- Fine-tuned model: chemistry-assistant-7b-q5_k_m.gguf
- Prompt template: same as Llama-2-chat
- Base model: llama-2-7b-chat-q5_k_m.gguf
- SFT dataset: train.txt
- License
- apache-2.0
- Created
- Dec 21, 2023
- Updated
- Feb 19, 2024