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Nalandadata
/
nalanda-image-vl

Image-Text-to-Text
PEFT
Safetensors
English
llama
vision
science
stem
education
lora
qlora
unsloth
multimodal
conversational
Model card Files Files and versions
xet
Community

Instructions to use Nalandadata/nalanda-image-vl with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use Nalandadata/nalanda-image-vl with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("unsloth/Llama-3.2-11B-Vision-Instruct-bnb-4bit")
    model = PeftModel.from_pretrained(base_model, "Nalandadata/nalanda-image-vl")
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • Unsloth Studio

    How to use Nalandadata/nalanda-image-vl with Unsloth Studio:

    Install Unsloth Studio (macOS, Linux, WSL)
    curl -fsSL https://unsloth.ai/install.sh | sh
    # Run unsloth studio
    unsloth studio -H 0.0.0.0 -p 8888
    # Then open http://localhost:8888 in your browser
    # Search for Nalandadata/nalanda-image-vl to start chatting
    Install Unsloth Studio (Windows)
    irm https://unsloth.ai/install.ps1 | iex
    # Run unsloth studio
    unsloth studio -H 0.0.0.0 -p 8888
    # Then open http://localhost:8888 in your browser
    # Search for Nalandadata/nalanda-image-vl to start chatting
    Using HuggingFace Spaces for Unsloth
    # No setup required
    # Open https://huggingface.co/spaces/unsloth/studio in your browser
    # Search for Nalandadata/nalanda-image-vl to start chatting
    Load model with FastModel
    pip install unsloth
    from unsloth import FastModel
    model, tokenizer = FastModel.from_pretrained(
        model_name="Nalandadata/nalanda-image-vl",
        max_seq_length=2048,
    )

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  • .gitattributes
    1.57 kB
    Upload STEM-VL LoRA adapter (v2) for LLaMA-3.2-Vision-11B 4 months ago
  • README.md
    13 kB
    Add live demo link to nalanda-live-demos space about 2 months ago
  • adapter_config.json
    1.52 kB
    Upload STEM-VL LoRA adapter (v2) for LLaMA-3.2-Vision-11B 4 months ago
  • adapter_model.safetensors
    538 MB
    xet
    Upload STEM-VL LoRA adapter (v2) for LLaMA-3.2-Vision-11B 4 months ago
  • chat_template.jinja
    4.91 kB
    Upload STEM-VL LoRA adapter (v2) for LLaMA-3.2-Vision-11B 4 months ago
  • processor_config.json
    550 Bytes
    Upload STEM-VL LoRA adapter (v2) for LLaMA-3.2-Vision-11B 4 months ago
  • tokenizer.json
    17.2 MB
    xet
    Upload STEM-VL LoRA adapter (v2) for LLaMA-3.2-Vision-11B 4 months ago
  • tokenizer_config.json
    50.8 kB
    Upload STEM-VL LoRA adapter (v2) for LLaMA-3.2-Vision-11B 4 months ago