# ModelsLab/punctuate-indic-v1

Model from Hugging Face for token classification: ModelsLab/punctuate-indic-v1 · transformers

## Facts

- Type: LLM
- Task: token-classification
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/ModelsLab/punctuate-indic-v1
- Hosting: hosted (5 files)
- Files: 5 hosted of 7 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, 1.13 GB
- Full repo upstream: 1.13 GB
- Recommended file: 1.11 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-modelslab-punctuate-indic-v1/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-modelslab-punctuate-indic-v1/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-modelslab-punctuate-indic-v1/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: 66
- Stars: 2
- Card completeness: 96%

## Description

External Hugging Face catalog record for ModelsLab/punctuate-indic-v1. Task: token classification. Library: transformers. Languages: te, kn, gu, mr, ml, bn, pa, ta. Datasets referenced by card metadata: CohereForAI/aya_collection_language_split. Popularity signal at import: 52 downloads and 2 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: token-classification
- Library: transformers
- Task categories: token-classification
- Languages: te, kn, gu, mr, ml, bn, pa, ta
- Referenced datasets: CohereForAI/aya_collection_language_split
- Metrics: f1, recall, precision
- File hints: 7 upstream file samples

## Referenced Data

- Dataset: CohereForAI/aya_collection_language_split

## File Hints

- .gitattributes (1.5 KB)
- README.md (4.0 KB)
- config.json (956 B)
- model.safetensors (1.0 GB) LFS
- special_tokens_map.json (964 B)
- tokenizer.json (16 MB) LFS
- tokenizer_config.json (1.3 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 2026-09-24T22:35:52.807Z.
- Open license detected as mit.
- Model card references dataset context: CohereForAI/aya_collection_language_split.
- 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-modelslab-punctuate-indic-v1
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-modelslab-punctuate-indic-v1/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-modelslab-punctuate-indic-v1/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-modelslab-punctuate-indic-v1/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-modelslab-punctuate-indic-v1
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-modelslab-punctuate-indic-v1/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-modelslab-punctuate-indic-v1&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-modelslab-punctuate-indic-v1/decentralized-fallbacks