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manishw10
/
devgen-trocr-devanagari-lora

Image-to-Text
PEFT
Safetensors
Transformers
Nepali
Hindi
lora
trocr
devanagari
ocr
Model card Files Files and versions
xet
Community

Instructions to use manishw10/devgen-trocr-devanagari-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use manishw10/devgen-trocr-devanagari-lora with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForSeq2SeqLM
    
    base_model = AutoModelForSeq2SeqLM.from_pretrained("paudelanil/trocr-devanagari-2")
    model = PeftModel.from_pretrained(base_model, "manishw10/devgen-trocr-devanagari-lora")
  • Transformers

    How to use manishw10/devgen-trocr-devanagari-lora with Transformers:

    # Use a pipeline as a high-level helper
    # Warning: Pipeline type "image-to-text" is no longer supported in transformers v5.
    # You must load the model directly (see below) or downgrade to v4.x with:
    # 'pip install "transformers<5.0.0'
    from transformers import pipeline
    
    pipe = pipeline("image-to-text", model="manishw10/devgen-trocr-devanagari-lora")
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("manishw10/devgen-trocr-devanagari-lora", dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
devgen-trocr-devanagari-lora / test_images
231 kB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
manishw7
Initial upload: TrOCR LoRA adapter and Gradio demo
e74b0f8 17 days ago
  • word_1.png
    31.4 kB
    xet
    Initial upload: TrOCR LoRA adapter and Gradio demo 17 days ago
  • word_2.png
    151 kB
    xet
    Initial upload: TrOCR LoRA adapter and Gradio demo 17 days ago
  • word_3.png
    49.2 kB
    xet
    Initial upload: TrOCR LoRA adapter and Gradio demo 17 days ago