# shalev396/flan-t5-dialogue-summarizer

Model from Hugging Face for summarization: shalev396/flan-t5-dialogue-summarizer · peft

## Facts

- Type: LLM
- Task: summarization
- Framework: peft
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/shalev396/flan-t5-dialogue-summarizer/blob/main/LICENSE)
- Source: https://huggingface.co/shalev396/flan-t5-dialogue-summarizer
- Hosting: hosted (5 files)
- Files: 5 hosted of 17 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 5 files, 9.53 MB
- Full repo upstream: 9.78 MB
- Recommended file: 7.1 MB · adapter_model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 21
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for shalev396/flan-t5-dialogue-summarizer. Task: summarization. Library: peft. Datasets referenced by card metadata: knkarthick/dialogsum. Base model: google/flan-t5-base. Includes 3 model-card evaluation signals. Popularity signal at import: 21 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: summarization
- Library: peft
- Base model: google/flan-t5-base
- Task categories: summarization
- Referenced datasets: knkarthick/dialogsum
- Metrics: rouge
- Model-index entries: flan-t5-dialogue-summarizer
- Evaluation signals: 3 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- DialogSum: rouge1 = 0.450027 (summarization)
- DialogSum: rouge2 = 0.190438 (summarization)
- DialogSum: rougeL = 0.366008 (summarization)

## Referenced Data

- Dataset: knkarthick/dialogsum

## File Hints

- .gitattributes (2.0 KB)
- .gitignore (81 B)
- LICENSE (1.0 KB)
- README.md (7.7 KB)
- adapter_config.json (1.0 KB)
- adapter_model.safetensors (6.8 MB) LFS
- assets/kb.json (10 KB)
- assets/loss_curve.png (81 KB) LFS
- assets/rouge_comparison.png (40 KB) LFS
- assets/rouge_per_dialogue.png (88 KB) LFS
- config.json (841 B)
- handler.py (1.2 KB)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-27T09:46:23.733Z.
- Open license detected as mit.
- Model-index metadata found for flan-t5-dialogue-summarizer.
- Model card references dataset context: knkarthick/dialogsum.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-shalev396-flan-t5-dialogue-summarizer
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-shalev396-flan-t5-dialogue-summarizer&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/decentralized-fallbacks