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emonHasan01
/
QwenSum-LoRA

Summarization
PEFT
Safetensors
English
lora
dialogue-summarization
qwen2
Eval Results (legacy)
Model card Files Files and versions
xet
Community

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

  • Libraries
  • PEFT

    How to use emonHasan01/QwenSum-LoRA with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-1.5B-Instruct")
    model = PeftModel.from_pretrained(base_model, "emonHasan01/QwenSum-LoRA")
  • Notebooks
  • Google Colab
  • Kaggle
QwenSum-LoRA
85.9 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 6 commits
emonHasan01's picture
emonHasan01
Update README.md
76656eb verified 4 days ago
  • .gitattributes
    1.62 kB
    Upload qwensum_light.png 4 days ago
  • README.md
    9.19 kB
    Update README.md 4 days ago
  • adapter_config.json
    1.18 kB
    LoRA adapter for Qwen/Qwen2.5-1.5B-Instruct on knkarthick/dialogsum (ROUGE-Lsum 0.3624, +0.1200 vs zero-shot) 4 days ago
  • adapter_model.safetensors
    73.9 MB
    xet
    LoRA adapter for Qwen/Qwen2.5-1.5B-Instruct on knkarthick/dialogsum (ROUGE-Lsum 0.3624, +0.1200 vs zero-shot) 4 days ago
  • chat_template.jinja
    2.51 kB
    LoRA adapter for Qwen/Qwen2.5-1.5B-Instruct on knkarthick/dialogsum (ROUGE-Lsum 0.3624, +0.1200 vs zero-shot) 4 days ago
  • metrics.json
    7.93 kB
    LoRA adapter for Qwen/Qwen2.5-1.5B-Instruct on knkarthick/dialogsum (ROUGE-Lsum 0.3624, +0.1200 vs zero-shot) 4 days ago
  • qwensum_light.png
    493 kB
    xet
    Upload qwensum_light.png 4 days ago
  • rouge_comparison.png
    23.8 kB
    LoRA adapter for Qwen/Qwen2.5-1.5B-Instruct on knkarthick/dialogsum (ROUGE-Lsum 0.3624, +0.1200 vs zero-shot) 4 days ago
  • tokenizer.json
    11.4 MB
    xet
    LoRA adapter for Qwen/Qwen2.5-1.5B-Instruct on knkarthick/dialogsum (ROUGE-Lsum 0.3624, +0.1200 vs zero-shot) 4 days ago
  • tokenizer_config.json
    694 Bytes
    LoRA adapter for Qwen/Qwen2.5-1.5B-Instruct on knkarthick/dialogsum (ROUGE-Lsum 0.3624, +0.1200 vs zero-shot) 4 days ago