# AkshitaS/bhasha-embed-v0

Model from Hugging Face for sentence similarity: AkshitaS/bhasha-embed-v0 · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: sentence-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/AkshitaS/bhasha-embed-v0
- Hosting: hosted (8 files)
- Files: 8 hosted of 21 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: 8 files, 956.7 MB
- Full repo upstream: 962.5 MB
- Recommended file: 950.2 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-akshitas-bhasha-embed-v0/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-akshitas-bhasha-embed-v0/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-akshitas-bhasha-embed-v0/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: 336
- Stars: 13
- Card completeness: 92%

## Description

External Hugging Face catalog record for AkshitaS/bhasha-embed-v0. Task: sentence similarity. Library: sentence transformers. Languages: eng, hin. Popularity signal at import: 1,018 downloads and 13 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Languages: eng, hin
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (296 B)
- README.md (8.4 KB)
- assets/example_1.png (423 KB)
- assets/example_2.png (369 KB)
- assets/example_3.png (383 KB)
- assets/example_4.png (373 KB)
- assets/results_cross_lingual_alignment.png (207 KB)
- assets/results_hin_latn.png (199 KB)
- assets/results_hindi.png (359 KB)
- assets/results_model_legend.png (107 KB)
- assets/results_retrieval_belebele.png (146 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 2026-09-22T18:31:18.555Z.
- Open license detected as apache-2.0.
- 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-akshitas-bhasha-embed-v0
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-akshitas-bhasha-embed-v0/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-akshitas-bhasha-embed-v0/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-akshitas-bhasha-embed-v0/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-akshitas-bhasha-embed-v0
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-akshitas-bhasha-embed-v0/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-akshitas-bhasha-embed-v0&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-akshitas-bhasha-embed-v0/decentralized-fallbacks