# E-MIMIC/inclusively-reformulation-it5

This model is an Italian sequence to sequence model fine tuned from IT5 large for inclusive language rewriting. It analyzes and rewrites Italian sentences to make them more inclusive when needed, using paired inclusive and non inclusive training data.

## Cite this

- Page: https://huggingbay.xyz/artifact/hf-model-e-mimic-inclusively-reformulation-it5
- Citation: E-MIMIC/inclusively-reformulation-it5. The Hugging Bay model record. https://huggingbay.xyz/artifact/hf-model-e-mimic-inclusively-reformulation-it5 (retrieved 2026-11-14).
- Check a downloaded file: run `shasum -a 256 <file>` (macOS), `sha256sum <file>` (Linux) or `Get-FileHash -Algorithm SHA256 <file>` (Windows), then compare with that file's SHA-256 at https://huggingbay.xyz/api/artifacts/hf-model-e-mimic-inclusively-reformulation-it5/files?limit=100. How checks work: https://huggingbay.xyz/verification

## Facts

- Type: LLM
- Task: text2text-generation
- Framework: transformers
- License: cc-by-nc-sa-4.0: cc-by-nc-sa-4.0: commercial use is not permitted; non-commercial adaptations require attribution and share-alike. (https://spdx.org/licenses/CC-by-nc-sa-4.0.html)
- Source: https://huggingface.co/E-MIMIC/inclusively-reformulation-it5
- Hosting: hosted (5 files)
- Files: 5 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: 5 hosted of 9 listed
- Full repo upstream: 6.27 GB
- Recommended file: 3.13 GB · model.safetensors
- Download: https://huggingbay.xyz/api/artifacts/hf-model-e-mimic-inclusively-reformulation-it5/download-plan (download plan: https://huggingbay.xyz/api/artifacts/hf-model-e-mimic-inclusively-reformulation-it5/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-e-mimic-inclusively-reformulation-it5/files?limit=100
- Availability: Ready
- Downloadable: yes
- 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: 3585662
- Stars: 2
- Card completeness: 84%

## Description

This model is an Italian sequence to sequence model fine tuned from IT5 large for inclusive language rewriting. It analyzes and rewrites Italian sentences to make them more inclusive when needed, using paired inclusive and non inclusive training data.

## Model Card Facts

- Declared license: cc-by-nc-sa-4.0
- Pipeline: text2text-generation
- Library: transformers
- Task categories: text2text-generation
- File hints: 9 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (3.4 KB)
- config.json (700 B)
- model.safetensors (2.9 GB) LFS
- pytorch_model.bin (2.9 GB) LFS
- special_tokens_map.json (1.7 KB)
- tokenizer.json (2.0 MB)
- tokenizer_config.json (1.9 KB)
- training_args.bin (3.0 KB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: review
- 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 2026-09-18T03:57:15.968Z.
- Upstream license: cc-by-nc-sa-4.0. Mirror admission policy: permissive (owner policy; no license rights inferred).
- 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-e-mimic-inclusively-reformulation-it5
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-e-mimic-inclusively-reformulation-it5/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-e-mimic-inclusively-reformulation-it5/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-e-mimic-inclusively-reformulation-it5/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-e-mimic-inclusively-reformulation-it5
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-e-mimic-inclusively-reformulation-it5/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-e-mimic-inclusively-reformulation-it5&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-e-mimic-inclusively-reformulation-it5/decentralized-fallbacks