# fresha/e5-large-v2-endpoint

Model from Hugging Face for feature extraction: fresha/e5-large-v2-endpoint · transformers

## 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/fresha/e5-large-v2-endpoint
- Hosting: hosted (7 files)
- Files: 7 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: full count and size unknown
- Full repo upstream: 2.68 GB
- Recommended file: 1.34 GB · pytorch_model.bin
- Download: https://huggingface.co/fresha/e5-large-v2-endpoint
- Per-file SHA-256: available for 0 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-fresha-e5-large-v2-endpoint/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: 85
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for fresha/e5-large-v2-endpoint. Task: feature extraction. Library: transformers. Languages: en. Includes 12 model-card evaluation signals. Popularity signal at import: 85 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: feature-extraction
- Library: transformers
- Task categories: feature-extraction
- Languages: en
- Paper ids: 2212.03533, 2104.08663, 2210.07316
- Model-index entries: e5-large-v2
- Evaluation signals: 12 model-card eval results
- File hints: 14 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en): accuracy = 79.22388059701493 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 43.20816505595132 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 73.27811303522058 (Classification)
- MTEB AmazonPolarityClassification: accuracy = 93.748325 (Classification)
- MTEB AmazonPolarityClassification: ap = 90.72534979701297 (Classification)
- MTEB AmazonPolarityClassification: f1 = 93.73895874282185 (Classification)
- MTEB AmazonReviewsClassification (en): accuracy = 48.612 (Classification)
- MTEB AmazonReviewsClassification (en): f1 = 47.61157345898393 (Classification)
- MTEB ArguAna: map_at_1 = 23.541999999999998 (Retrieval)
- MTEB ArguAna: map_at_10 = 38.208 (Retrieval)

## Referenced Data

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

## File Hints

- .gitattributes (1.4 KB)
- 1_Pooling/config.json (201 B)
- README.md (64 KB)
- config.json (616 B)
- handler.py (1.3 KB)
- model.safetensors (1.2 GB) LFS
- modules.json (387 B)
- pytorch_model.bin (1.2 GB) LFS
- requirements.txt (11 B)
- sentence_bert_config.json (57 B)
- special_tokens_map.json (125 B)
- tokenizer.json (695 KB)

## Quality Checklist

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

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-24T14:22:02.762Z.
- Open license detected as mit.
- Model-index metadata found for e5-large-v2.
- 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-fresha-e5-large-v2-endpoint
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-fresha-e5-large-v2-endpoint/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-fresha-e5-large-v2-endpoint/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-fresha-e5-large-v2-endpoint/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-fresha-e5-large-v2-endpoint/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-fresha-e5-large-v2-endpoint/decentralized-fallbacks