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bi-matrix

gmatrix-embedding1

bi-matrix/gmatrix-embedding1
Model details
sentence similarity and retrievalLicense: cc-by-4.0SHA-256 recorded for 11 of 13 filessafetensors

Content controls: not assessed.

Listed for comparing sentences; for developers building text similarity tools. Catalog sources: license, task.

模型信息

gmatrix-embedding1 is an embedding model for sentence similarity and retrieval. The primary file is model.safetensors (741 MB). The primary file needs about 2 GB free for the selected file. License: CC BY 4.0. The SHA-256 prefix is 905ee97ae34c. The primary Download is available now. No tested run commands for this file yet. See Files for current download availability. The size and hash details refer to the selected file, not every file in the repository. The memory figure is estimated from recorded file size with working room included.

包含内容

11 hosted of 13 listed

Weights
Tokenizer & config
README, LICENSE & .gitattributes

关于此模型

External Hugging Face catalog record for bi-matrix/gmatrix-embedding1. Popularity signal at import: 22 downloads and 0 likes. Files are listed for discovery and verification context, but this Hugging Bay pilot has not mirrored or rescanned the remote blobs. Use the upstream Hugging Face links for download until an explicit mirror job is approved.

基本信息

Hosted here
11 hosted of 13 listed
Full repo upstream
unknown
Recommended file
741.2 MB · model.safetensors
Format
safetensors
Downloads on Hugging Face
22
File hashes
Hashes recorded. Date not recorded.

许可证与来源

License: cc-by-4.0

Check the license text and keep the required notices when you use or share the files.

Upstream source →

See the JSON record →

Task
sentence similarity and retrieval
Hosted here
at least 11 listed files; full count and size unknown
Full repo upstream
unknown
Recommended file
741.2 MB · model.safetensors
Files
11 hosted of 13 listed
Added to Hugging Bay
Updated at source

FAQ

What is this model?

bi-matrix/gmatrix-embedding1 is an embedding model for sentence similarity and retrieval published by bi-matrix, added to Hugging Bay Jun 30, 2026. Model from Hugging Face: bi-matrix/gmatrix-embedding1

Can I use it commercially?

It is released under the cc-by-4.0 license. Commercial use is allowed. cc-by-4.0: commercial use, modification, and redistribution are permitted with attribution.

How big is it?

Hosted here: at least 11 listed files; full count and size unknown. The full repository size is not recorded. The recommended download, model.safetensors, is 741.2 MB.

What can I download here?

Hosted here: at least 11 listed files; full count and size unknown. Full repo upstream: unknown. The original release is at https://huggingface.co/bi-matrix/gmatrix-embedding1.

File checks and computer fit
File pattern scans

Automated file-pattern scans flagged nothing; not a safety guarantee. 11 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-bi-matrix-gmatrix-embedding1/safety on Hugging Bay.

Will bi-matrix/gmatrix-embedding1 run on my computer?

We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked.