# second-state/E5-Mistral-7B-Instruct-Embedding-GGUF

This model is an embedding model with prompt type embedding and a LlamaEdge service target. It provides GGUF files in several quantization levels from Q2_K through f16.

## Cite this

- Page: https://huggingbay.xyz/artifact/hf-model-second-state-e5-mistral-7b-instruct-embedding-gguf
- Citation: second-state/E5-Mistral-7B-Instruct-Embedding-GGUF. The Hugging Bay model record. https://huggingbay.xyz/artifact/hf-model-second-state-e5-mistral-7b-instruct-embedding-gguf (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-second-state-e5-mistral-7b-instruct-embedding-gguf/files?limit=100. How checks work: https://huggingbay.xyz/verification

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: transformers
- License: mit: Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/second-state/E5-Mistral-7B-Instruct-Embedding-GGUF
- Hosting: hosted (1 file)
- Files: 1 hosted of 16 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: 1 hosted of 16 listed
- Full repo upstream: 69.1 GB
- Recommended file: 4.37 GB (Q4_K_M) · e5-mistral-7b-instruct-Q4_K_M.gguf
- Parameters: 7B
- Download: https://huggingbay.xyz/api/artifacts/hf-model-second-state-e5-mistral-7b-instruct-embedding-gguf/download-plan (download plan: https://huggingbay.xyz/api/artifacts/hf-model-second-state-e5-mistral-7b-instruct-embedding-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-second-state-e5-mistral-7b-instruct-embedding-gguf/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: 1281
- Stars: 15
- Card completeness: 96%

## Description

This model is an embedding model with prompt type embedding and a LlamaEdge service target. It provides GGUF files in several quantization levels from Q2_K through f16.

## Model Card Facts

- Declared license: mit
- Pipeline: feature-extraction
- Library: transformers
- Base model: intfloat/e5-mistral-7b-instruct
- Task categories: feature-extraction
- Languages: en
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (4.1 KB)
- config.json (629 B)
- e5-mistral-7b-instruct-Q2_K.gguf (2.5 GB) LFS
- e5-mistral-7b-instruct-Q3_K_L.gguf (3.6 GB) LFS
- e5-mistral-7b-instruct-Q3_K_M.gguf (3.3 GB) LFS
- e5-mistral-7b-instruct-Q3_K_S.gguf (2.9 GB) LFS
- e5-mistral-7b-instruct-Q4_0.gguf (3.8 GB) LFS
- e5-mistral-7b-instruct-Q4_K_M.gguf (4.1 GB) LFS
- e5-mistral-7b-instruct-Q4_K_S.gguf (3.9 GB) LFS
- e5-mistral-7b-instruct-Q5_0.gguf (4.7 GB) LFS
- e5-mistral-7b-instruct-Q5_K_M.gguf (4.8 GB) LFS

## 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 2026-09-22T02:50:29.022Z.
- Open license detected as mit.
- 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-second-state-e5-mistral-7b-instruct-embedding-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-second-state-e5-mistral-7b-instruct-embedding-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-second-state-e5-mistral-7b-instruct-embedding-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-second-state-e5-mistral-7b-instruct-embedding-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-second-state-e5-mistral-7b-instruct-embedding-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-second-state-e5-mistral-7b-instruct-embedding-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-second-state-e5-mistral-7b-instruct-embedding-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-second-state-e5-mistral-7b-instruct-embedding-gguf/decentralized-fallbacks