# Alibaba-NLP/gte-base-en-v1.5

Model from Hugging Face for sentence similarity: Alibaba-NLP/gte-base-en-v1.5 · transformers

## Cite this

- Page: https://huggingbay.xyz/artifact/hf-model-alibaba-nlp-gte-base-en-v1-5
- Citation: Alibaba-NLP/gte-base-en-v1.5. The Hugging Bay model record. https://huggingbay.xyz/artifact/hf-model-alibaba-nlp-gte-base-en-v1-5 (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-alibaba-nlp-gte-base-en-v1-5/files?limit=100. How checks work: https://huggingbay.xyz/verification

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: 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/Alibaba-NLP/gte-base-en-v1.5
- Hosting: hosted (16 files)
- Files: 16 hosted of 18 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: 16 hosted of 18 listed
- Full repo upstream: 2.16 GB
- Recommended file: 547.1 MB · model.safetensors
- Download: https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/download-plan (download plan: https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/download-plan)
- Per-file SHA-256: available for 16 of 16 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/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: 513172
- Stars: 72
- Card completeness: 93%

## Description

External Hugging Face catalog record for Alibaba-NLP/gte-base-en-v1.5. Task: sentence similarity. Library: transformers. Languages: en. Includes 12 model-card evaluation signals. Files we host have a published SHA-256.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: transformers
- Task categories: sentence-similarity
- Languages: en
- Paper ids: 2407.19669, 2308.03281
- Model-index entries: gte-base-en-v1.5
- Evaluation signals: 12 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en): accuracy = 74.7910447761194 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 37.053785713650626 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 68.51101510998551 (Classification)
- MTEB AmazonPolarityClassification: accuracy = 93.016875 (Classification)
- MTEB AmazonPolarityClassification: ap = 89.17750268426342 (Classification)
- MTEB AmazonPolarityClassification: f1 = 92.9970977240524 (Classification)
- MTEB AmazonReviewsClassification (en): accuracy = 53.312000000000005 (Classification)
- MTEB AmazonReviewsClassification (en): f1 = 52.98175784163017 (Classification)
- MTEB ArguAna: map_at_1 = 38.193 (Retrieval)
- MTEB ArguAna: map_at_10 = 54.848 (Retrieval)

## Referenced Data

- Paper: 2407.19669
- Paper: 2308.03281

## File Hints

- .gitattributes
- 1_Pooling/config.json
- README.md
- config.json
- model.safetensors
- modules.json
- onnx/model.onnx
- onnx/model_bnb4.onnx
- onnx/model_fp16.onnx
- onnx/model_int8.onnx
- onnx/model_q4.onnx
- onnx/model_quantized.onnx

## 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 2026-07-01T22:44:52.849Z.
- Open license detected as apache-2.0.
- 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-alibaba-nlp-gte-base-en-v1-5
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-alibaba-nlp-gte-base-en-v1-5
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-alibaba-nlp-gte-base-en-v1-5&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/decentralized-fallbacks