# Vidit202/t5-mimic-summary

Model from Hugging Face for summarization: Vidit202/t5-mimic-summary · transformers

## Facts

- Type: LLM
- Task: summarization
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/Vidit202/t5-mimic-summary
- Hosting: hosted (6 files)
- Files: 6 hosted of 9 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: 6 files, 244.5 MB
- Full repo upstream: 245.3 MB
- Recommended file: 242 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-vidit202-t5-mimic-summary/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-vidit202-t5-mimic-summary/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-vidit202-t5-mimic-summary/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: 8
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for Vidit202/t5-mimic-summary. Task: summarization. Library: transformers. Languages: en. Datasets referenced by card metadata: mimic-iv-bhc. Base model: google/t5-small. Includes 5 model-card evaluation signals. Popularity signal at import: 8 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: summarization
- Library: transformers
- Base model: google/t5-small
- Task categories: summarization
- Languages: en
- Referenced datasets: mimic-iv-bhc
- Model-index entries: Patient-Friendly Clinical Discharge Summarizer (T5-small)
- Evaluation signals: 5 model-card eval results
- File hints: 9 upstream file samples

## Evaluation Signals

- MIMIC-IV-BHC (Behavioral Health Care Notes): rouge1 = 0.2126 (Abstractive Summarization)
- MIMIC-IV-BHC (Behavioral Health Care Notes): rouge2 = 0.0958 (Abstractive Summarization)
- MIMIC-IV-BHC (Behavioral Health Care Notes): rougeL = 0.1547 (Abstractive Summarization)
- MIMIC-IV-BHC (Behavioral Health Care Notes): bleu = 0.0042 (Abstractive Summarization)
- MIMIC-IV-BHC (Behavioral Health Care Notes): bertscore_f1 = 0.8339 (Abstractive Summarization)

## Referenced Data

- Dataset: mimic-iv-bhc

## File Hints

- .gitattributes (1.5 KB)
- README.md (2.4 KB)
- config.json (1.4 KB)
- generation_config.json (142 B)
- model.safetensors (231 MB) LFS
- special_tokens_map.json (2.5 KB)
- spiece.model (773 KB) LFS
- tokenizer.json (2.3 MB)
- tokenizer_config.json (20 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 2026-09-25T17:34:22.350Z.
- Open license detected as apache-2.0.
- Model-index metadata found for Patient-Friendly Clinical Discharge Summarizer (T5-small).
- Model card references dataset context: mimic-iv-bhc.
- 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-vidit202-t5-mimic-summary
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-vidit202-t5-mimic-summary/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-vidit202-t5-mimic-summary/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-vidit202-t5-mimic-summary/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-vidit202-t5-mimic-summary
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-vidit202-t5-mimic-summary/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-vidit202-t5-mimic-summary&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-vidit202-t5-mimic-summary/decentralized-fallbacks