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emonHasan01
/
bangla-summarizer-pro

Summarization
Transformers
ONNX
Safetensors
Bengali
gemma3_text
text-generation
bangla
bengali
gemma3
unsloth
full-finetune
Eval Results (legacy)
text-generation-inference
Model card Files Files and versions
xet
Community

Instructions to use emonHasan01/bangla-summarizer-pro with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use emonHasan01/bangla-summarizer-pro with Transformers:

    # Use a pipeline as a high-level helper
    # Warning: Pipeline type "summarization" 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("summarization", model="emonHasan01/bangla-summarizer-pro")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForCausalLM
    
    tokenizer = AutoTokenizer.from_pretrained("emonHasan01/bangla-summarizer-pro")
    model = AutoModelForCausalLM.from_pretrained("emonHasan01/bangla-summarizer-pro", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • Unsloth Desktop
bangla-summarizer-pro
9.16 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 5 commits
emonHasan01's picture
emonHasan01
Update README.md
3fe7a7d verified about 7 hours ago
  • assets
    Upload summarizer_light.png about 7 hours ago
  • onnx
    ONNX build for Transformers.js (q8, 1305 MB) about 7 hours ago
  • .gitattributes
    1.69 kB
    Upload summarizer_light.png about 7 hours ago
  • README.md
    11.5 kB
    Update README.md about 7 hours ago
  • baseline.json
    16.6 kB
    Bangla summarization fine-tune; chrF++ 22.78 -> 24.91 about 9 hours ago
  • chat_template.jinja
    1.53 kB
    Bangla summarization fine-tune; chrF++ 22.78 -> 24.91 about 9 hours ago
  • config.json
    1.86 kB
    Bangla summarization fine-tune; chrF++ 22.78 -> 24.91 about 9 hours ago
  • generation_config.json
    233 Bytes
    Bangla summarization fine-tune; chrF++ 22.78 -> 24.91 about 9 hours ago
  • model.safetensors
    2.6 GB
    xet
    Bangla summarization fine-tune; chrF++ 22.78 -> 24.91 about 9 hours ago
  • prompt_format.json
    450 Bytes
    Bangla summarization fine-tune; chrF++ 22.78 -> 24.91 about 9 hours ago
  • results.json
    17 kB
    Bangla summarization fine-tune; chrF++ 22.78 -> 24.91 about 9 hours ago
  • tokenizer.json
    33.4 MB
    xet
    Bangla summarization fine-tune; chrF++ 22.78 -> 24.91 about 9 hours ago
  • tokenizer.model
    4.69 MB
    xet
    Bangla summarization fine-tune; chrF++ 22.78 -> 24.91 about 9 hours ago
  • tokenizer_config.json
    1.16 MB
    Bangla summarization fine-tune; chrF++ 22.78 -> 24.91 about 9 hours ago