Model: shorecode/t5-efficient-tiny-summarizer-general-purpose-v3
Author: shorecode
Library: transformers
Tags: transformers, pytorch, onnx, safetensors, t5, text2text-generation, summary, summarizer, en, dataset:shorecode/summary-collection-200k-rows, base_model:google/t5-efficient-tiny-nh8, base_model:quantized:google/t5-efficient-tiny-nh8, license:mit, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (quantized): id: google/t5-efficient-tiny-nh8
Card metadata: license: mit
datasets: shorecode/summary-collection-200k-rows
language: en
base_model: google/t5-efficient-tiny-nh8
library_name: transformers
tags: summary, summarizer
widget: text: Model training
output: url: https://huggingface.co/shorecode/t5-efficient-tiny-summarizer-general-purpose-v3/resolve/main/Screenshot_20251104_204645.png
metrics: f1, rouge, extractiveness
model-index: name: t5-efficient-tiny-summarizer-general-purpose-v2
results: task: type: Summarization
dataset: name: shorecode/summary-collection-60k-rows
type: shorecode/summary-collection-60k-rows
metrics: name: f1 Score
type: f1 Score
value: 0.29
verified: no, task: type: Summarization
dataset: name: shorecode/summary-collection-60k-rows
type: shorecode/summary-collection-60k-rows
metrics: name: Faithfullness (facebook/bart-large-cnn)
type: facebook/bart-large-cnn
value: 1.71
verified: no, task: type: Summarization
dataset: name: shorecode/summary-collection-60k-rows
type: shorecode/summary-collection-60k-rows
metrics: name: Summarization Compression
type: Lighteval extractiveness
value: 7.52
verified: no, task: type: Summarization
dataset: name: shorecode/summary-collection-60k-rows
type: shorecode/summary-collection-60k-rows
metrics: name: Summarization Coverage
type: Lighteval extractiveness
value: 0.96
verified: no, task: type: Summarization
dataset: name: shorecode/summary-collection-60k-rows
type: shorecode/summary-collection-60k-rows
metrics: name: Summarization Density
type: Lighteval extractiveness
value: 8.68
verified: no, task: type: Summarization
dataset: name: shorecode/summary-collection-60k-rows
type: shorecode/summary-collection-60k-rows
metrics: name: rougeL precision
type: Lighteval
value: 0.59
verified: no, task: type: Summarization
dataset: name: shorecode/summary-collection-60k-rows
type: shorecode/summary-collection-60k-rows
metrics: name: rougeL recall
type: Lighteval
value: 0.31
verified: no, task: type: Summarization
dataset: name: shorecode/summary-collection-60k-rows
type: shorecode/summary-collection-60k-rows
metrics: name: rougeL fmeasure
type: Lighteval
value: 0.41
verified: no, task: type: Summarization
dataset: name: shorecode/summary-collection-60k-rows
type: shorecode/summary-collection-60k-rows
metrics: name: rouge1 precision
type: Lighteval
value: 0.63
verified: no, task: type: Summarization
dataset: name: shorecode/summary-collection-60k-rows
type: shorecode/summary-collection-60k-rows
metrics: name: rouge1 recall
type: Lighteval
value: 0.33
verified: no, task: type: Summarization
dataset: name: shorecode/summary-collection-60k-rows
type: shorecode/summary-collection-60k-rows
metrics: name: rouge1 fmeasure
type: Lighteval
value: 0.44
verified: no
Likes: 1 | All-time downloads: 445
Created: 2025-10-31 04:37:35