# intfloat/e5-mistral-7b-instruct

Model from Hugging Face for feature extraction: intfloat/e5-mistral-7b-instruct · sentence transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: sentence-transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/intfloat/e5-mistral-7b-instruct
- Hosting: hosted (14 files)
- Files: 14 hosted of 30 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: at least 14 listed files; full count and size unknown
- Full repo upstream: 28.6 GB
- Parameters: 7B
- Download: https://huggingbay.xyz/artifact/hf-model-intfloat-e5-mistral-7b-instruct/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-intfloat-e5-mistral-7b-instruct/download-plan)
- Per-file SHA-256: available for 9 of 14 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-intfloat-e5-mistral-7b-instruct/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: 395632
- Stars: 569
- Card completeness: 96%

## Description

External Hugging Face catalog record for intfloat/e5-mistral-7b-instruct. Task: feature extraction. Library: sentence transformers. Languages: en. Includes 12 model-card evaluation signals. Popularity signal at import: 575,369 downloads and 569 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction
- Languages: en
- Paper ids: 2401.00368, 2104.08663, 2210.07316, 2212.03533
- Model-index entries: e5-mistral-7b-instruct
- Evaluation signals: 12 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- MTEB AFQMC: cos_sim_pearson = 37.863226091673866 (STS)
- MTEB AFQMC: cos_sim_spearman = 38.98733013335281 (STS)
- MTEB AFQMC: euclidean_pearson = 37.51783380497874 (STS)
- MTEB AFQMC: euclidean_spearman = 38.98733012753365 (STS)
- MTEB AFQMC: manhattan_pearson = 37.26706888081721 (STS)
- MTEB AFQMC: manhattan_spearman = 38.709750161903834 (STS)
- MTEB ATEC: cos_sim_pearson = 43.33924583134623 (STS)
- MTEB ATEC: cos_sim_spearman = 42.84316155158754 (STS)
- MTEB ATEC: euclidean_pearson = 45.62709879515238 (STS)
- MTEB ATEC: euclidean_spearman = 42.843155921732404 (STS)

## Referenced Data

- Paper: 2401.00368
- Paper: 2104.08663
- Paper: 2210.07316
- Paper: 2212.03533

## File Hints

- .eval_results/ArguAna.yaml (575 B)
- .gitattributes (1.5 KB)
- 1_Pooling/config.json (297 B)
- README.md (174 KB)
- added_tokens.json (42 B)
- config.json (629 B)
- config_sentence_transformers.json (557 B)
- lora/adapter_config.json (533 B)
- lora/adapter_model.bin (160 MB) LFS
- model-00001-of-00002.safetensors (9.3 GB) LFS
- model-00002-of-00002.safetensors (4.0 GB) LFS
- model.safetensors.index.json (23 KB)

## Quality Checklist

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

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-08-27T20:27:48.659Z.
- Open license detected as mit.
- Model-index metadata found for e5-mistral-7b-instruct.
- 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-intfloat-e5-mistral-7b-instruct
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-intfloat-e5-mistral-7b-instruct/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-intfloat-e5-mistral-7b-instruct/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-intfloat-e5-mistral-7b-instruct/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-intfloat-e5-mistral-7b-instruct
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-intfloat-e5-mistral-7b-instruct/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-intfloat-e5-mistral-7b-instruct&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-intfloat-e5-mistral-7b-instruct/decentralized-fallbacks