# lmtri0312/tramy-encoder

Model from Hugging Face for feature extraction: lmtri0312/tramy-encoder · sentence transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- 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/lmtri0312/tramy-encoder
- Hosting: unknown (no download location recorded)
- Files: 12 listed, none hosted here
- 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: availability unknown
- Full repo upstream: 139.5 MB
- Recommended file: 136.9 MB · model.safetensors
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- 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: 93
- Stars: 0
- Card completeness: 92%

## Description

External Hugging Face catalog record for lmtri0312/tramy-encoder. Task: feature extraction. Library: sentence transformers. Languages: vi, en. Popularity signal at import: 93 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction
- Languages: vi, en
- File hints: 13 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (199 B)
- README.md (1.9 KB)
- config.json (750 B)
- config_sentence_transformers.json (284 B)
- eval/similarity_evaluation_e5-vietnamese-eval_results.csv (430 B)
- model.safetensors (131 MB) LFS
- modules.json (349 B)
- sentence_bert_config.json (57 B)
- special_tokens_map.json (695 B)
- tokenizer.json (2.3 MB)
- tokenizer_config.json (255 B)

## 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-24T04:59:42.960Z.
- Open license detected as apache-2.0.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- 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-lmtri0312-tramy-encoder
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-lmtri0312-tramy-encoder/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-lmtri0312-tramy-encoder/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-lmtri0312-tramy-encoder/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-lmtri0312-tramy-encoder/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-lmtri0312-tramy-encoder/decentralized-fallbacks