Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

knc6
/
diffractgpt_mistral_chemical_formula

Text Generation
PEFT
Safetensors
English
chemistry
text-generation-inference
atomgpt
diffraction
Model card Files Files and versions
xet
Community

Instructions to use knc6/diffractgpt_mistral_chemical_formula with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use knc6/diffractgpt_mistral_chemical_formula with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("unsloth/mistral-7b-bnb-4bit")
    model = PeftModel.from_pretrained(base_model, "knc6/diffractgpt_mistral_chemical_formula")
  • Notebooks
  • Google Colab
  • Kaggle
  • DiffractGPT: Atomic Structure Determination from X-ray Diffraction Patterns Using a Generative Pretrained Transformer
    • Framework versions

DiffractGPT: Atomic Structure Determination from X-ray Diffraction Patterns Using a Generative Pretrained Transformer

GitHub: https://github.com/atomgptlab/atomgpt

Web app: https://atomgpt.org/xrd

Example colab notebook

Dataset: https://huggingface.co/datasets/knc6/diffractgpt_jarvis_dft

Reference: Choudhary, K. (2025). DiffractGPT: Atomic Structure Determination from X-ray Diffraction Patterns Using a Generative Pretrained Transformer. The Journal of Physical Chemistry Letters, 16, 2110–2119.

-

Framework versions

  • PEFT 0.11.1
Downloads last month
67
Inference Providers NEW
Text Generation
This model isn't deployed by any Inference Provider. 🙋 1 Ask for provider support

Model tree for knc6/diffractgpt_mistral_chemical_formula

Base model

unsloth/mistral-7b-bnb-4bit
Adapter
(107)
this model
Company
TOS Privacy About Careers
Website
Models Datasets Spaces Pricing Docs