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shorecode
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t5-efficient-tiny-summarizer-general-purpose-v3

Transformers
PyTorch
ONNX
Safetensors
English
t5
text2text-generation
summary
summarizer
Eval Results
text-generation-inference
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  license: mit
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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- https://wandb.ai/shorecode-shorecode-llc/v3/reports/Training-results--VmlldzoxNDkzNjg5MQ
 
 
 
 
 
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  ---
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  license: mit
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+ datasets:
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+ - shorecode/summary-collection-200k-rows
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+ language:
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+ - en
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+ base_model:
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+ - google/t5-efficient-tiny-nh8
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+ library_name: transformers
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+ tags:
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+ - summary
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+ - summarizer
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+ widget:
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+ - text: Model training
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+ output:
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+ url: Screenshot_20251104_204645.png
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+ metrics:
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+ - f1
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+ - rouge
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+ - extractiveness
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+ model-index:
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+ - name: t5-efficient-tiny-summarizer-general-purpose-v2
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+ results:
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+ - task:
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+ type: Summarization
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+ dataset:
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+ name: shorecode/summary-collection-60k-rows
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+ type: shorecode/summary-collection-60k-rows
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+ metrics:
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+ - name: f1 Score
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+ type: f1 Score
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+ value: TBD
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+ - task:
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+ type: Summarization
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+ dataset:
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+ name: shorecode/summary-collection-60k-rows
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+ type: shorecode/summary-collection-60k-rows
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+ metrics:
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+ - name: Faithfullness (facebook/bart-large-cnn)
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+ type: facebook/bart-large-cnn
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+ value: TBD
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+ - task:
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+ type: Summarization
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+ dataset:
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+ name: shorecode/summary-collection-60k-rows
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+ type: shorecode/summary-collection-60k-rows
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+ metrics:
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+ - name: Summarization Compression
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+ type: Lighteval extractiveness
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+ value: TBD
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+ - task:
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+ type: Summarization
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+ dataset:
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+ name: shorecode/summary-collection-60k-rows
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+ type: shorecode/summary-collection-60k-rows
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+ metrics:
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+ - name: Summarization Coverage
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+ type: Lighteval extractiveness
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+ value: TBD
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+ - task:
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+ type: Summarization
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+ dataset:
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+ name: shorecode/summary-collection-60k-rows
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+ type: shorecode/summary-collection-60k-rows
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+ metrics:
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+ - name: Summarization Density
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+ type: Lighteval extractiveness
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+ value: TBD
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+ - task:
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+ type: Summarization
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+ dataset:
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+ name: shorecode/summary-collection-60k-rows
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+ type: shorecode/summary-collection-60k-rows
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+ metrics:
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+ - name: rougeL precision
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+ type: Lighteval
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+ value: TBD
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+ - task:
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+ type: Summarization
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+ dataset:
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+ name: shorecode/summary-collection-60k-rows
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+ type: shorecode/summary-collection-60k-rows
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+ metrics:
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+ - name: rougeL recall
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+ type: Lighteval
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+ value: TBD
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+ - task:
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+ type: Summarization
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+ dataset:
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+ name: shorecode/summary-collection-60k-rows
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+ type: shorecode/summary-collection-60k-rows
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+ metrics:
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+ - name: rougeL fmeasure
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+ type: Lighteval
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+ value: TBD
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+ - task:
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+ type: Summarization
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+ dataset:
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+ name: shorecode/summary-collection-60k-rows
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+ type: shorecode/summary-collection-60k-rows
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+ metrics:
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+ - name: rouge1 precision
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+ type: Lighteval
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+ value: TBD
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+ - task:
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+ type: Summarization
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+ dataset:
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+ name: shorecode/summary-collection-60k-rows
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+ type: shorecode/summary-collection-60k-rows
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+ metrics:
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+ - name: rouge1 recall
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+ type: Lighteval
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+ value: TBD
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+ - task:
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+ type: Summarization
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+ dataset:
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+ name: shorecode/summary-collection-60k-rows
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+ type: shorecode/summary-collection-60k-rows
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+ metrics:
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+ - name: rouge1 fmeasure
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+ type: Lighteval
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+ value: TBD
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  ---
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+ # This model was built to shorten text that is injected into LLM prompts to reduce API calling costs
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+
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+ <Gallery />
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+
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+ https://api.wandb.ai/links/shorecode-shorecode-llc/6udfudmr