# mesolitica/llama2-embedding-1b-8k

This model is a 1B embedding model for Malaysian text with a 32768 context length. It was trained on truncated 8k context length and can infer up to 32k context length.

## Cite this

- Page: https://huggingbay.xyz/artifact/hf-model-mesolitica-llama2-embedding-1b-8k
- Citation: mesolitica/llama2-embedding-1b-8k. The Hugging Bay model record. https://huggingbay.xyz/artifact/hf-model-mesolitica-llama2-embedding-1b-8k (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-mesolitica-llama2-embedding-1b-8k/files?limit=100. How checks work: https://huggingbay.xyz/verification

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: transformers
- License: No license stated
- Source: unknown
- Hosting: hosted (5 files)
- Files: 5 hosted of 9 listed
- Needs its own code to run: Tagged custom_code on its source page. Plain llama.cpp, Ollama and LM Studio commands are not offered for this model unless a GGUF file is 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: 3.79 GB
- Recommended file: 3.79 GB · model.safetensors
- Parameters: 1B
- Download: https://huggingbay.xyz/api/artifacts/hf-model-mesolitica-llama2-embedding-1b-8k/download-plan (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mesolitica-llama2-embedding-1b-8k/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-mesolitica-llama2-embedding-1b-8k/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: 235455
- Stars: 3
- Card completeness: 92%

## Description

This model is a 1B embedding model for Malaysian text with a 32768 context length. It was trained on truncated 8k context length and can infer up to 32k context length.

## Model Card Facts

- Declared license: unknown
- Pipeline: feature-extraction
- Library: transformers
- Task categories: feature-extraction
- Languages: ms
- File hints: 9 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (1.7 KB)
- config.json (900 B)
- model.safetensors (3.5 GB) LFS
- modeling.py (2.9 KB)
- special_tokens_map.json (438 B)
- tokenizer.json (1.8 MB)
- tokenizer.model (488 KB) LFS
- tokenizer_config.json (855 B)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: review
- Provenance: missing
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-20T22:10:30.416Z.
- Upstream license: unknown. 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-mesolitica-llama2-embedding-1b-8k
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mesolitica-llama2-embedding-1b-8k/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mesolitica-llama2-embedding-1b-8k/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mesolitica-llama2-embedding-1b-8k/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mesolitica-llama2-embedding-1b-8k
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mesolitica-llama2-embedding-1b-8k/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mesolitica-llama2-embedding-1b-8k&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mesolitica-llama2-embedding-1b-8k/decentralized-fallbacks