gmatrix-embedding1 safetensors download | Hugging Bay

Q: 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

Q: 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.

Q: 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.

Q: 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.

Q: 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.

Q: 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.

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.

The catalog lists this model for checking whether two sentences mean similar things. Catalog sources: license, task.

View as JSON →

Your next step

Use it from code

This Python snippet downloads the selected file. Running the model needs its own library and setup.

from urllib.request import urlretrieve

urlretrieve(
    "https://huggingbay.xyz/api/downloads/hf-model-bi-matrix-gmatrix-embedding1/model.safetensors",
    "model.safetensors",
)

Other ways

This file cannot open in the app. The app supports one GGUF file at a time.

See app requirements

11 hosted of 13 listed · Hashes recorded. Date not recorded.

Selected downloadmodel.safetensors741 MB · 1 file Download · 741 MB (1 file)

Open-file help

Content controls: not assessed.

Check your download →

Compare your file’s SHA-256 with the recorded hash.

11 hosted of 13 listed

Hashes recorded. Date not recorded.

File	Size	SHA-256	Source	Download
Weights
`model.safetensors` Default	741.2 MB	`905ee97a…65b41957` `905ee97ae34c07044a3af264c045fc33c4663025153db50bfe0049a765b41957`	Hosted	Download
Tokenizer & config
`1_Pooling/config.json`	190 bytes	`a37f83ad…13bf1a56` `a37f83ada23e7887be6b88f4998927dbeac0038af301553c7cd5461413bf1a56`	Hosted	Download
`config.json`	907 bytes	`15f41e41…06725065` `15f41e41a31dd02b8a0ff3e18172c8a03c24c8155dac08650dfdb09806725065`	Hosted	Download
`config_sentence_transformers.json`	166 bytes	`2e2b5d91…4ee4e40a` `2e2b5d913ec6aaffc4e6aa4e967b9fa8439cb0299e000436c6d730474ee4e40a`	Hosted	Download
`modules.json`	229 bytes	`8f4b264b…b3145460` `8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460`	Hosted	Download
`special_tokens_map.json`	971 bytes	`63cd5b53…a32291c2` `63cd5b53789b3b5ae2c3d7aa377bcba1557ff0b41dc69ce07b94350ea32291c2`	Hosted	Download
`tokenizer.json`	3.19 MB	`c2688187…2f2900e4` `c2688187d28bc3d93218579729945ce519944d7043c8b9fd1bb82ff92f2900e4`	Hosted	Download
`tokenizer_config.json`	1.47 KB	`8e6c1deb…018f2a4d` `8e6c1deb21d80c1424f592a371cd85b95313c089553671be2ee8418d018f2a4d`	Hosted	Download
`vocab.txt`	1.09 MB	`3495da81…2a5ff212` `3495da81d25c4def3cf65be8925c0b3530a98d1af385d947375ef0652a5ff212`	Hosted	Download
`sentence_bert_config.json`	53 bytes	`70f4448f…b0aa5a1f` `70f4448f31320443fe3557cacea5abf2dcc4915dda8c80646bec9f3bb0aa5a1f`	Hosted	Download
`eval/similarity_evaluation_sts-dev_results.csv`	0 bytes	—	Upstream only	File metadata
Docs
`README.md`	7.6 KB	`7896b9ae…8b461a0f` `7896b9aee2d688c6bc5d2154c39218eaf9af8a3c1f5303057bb711fd8b461a0f`	Hosted	Download
`.gitattributes`	0 bytes	—	Upstream only	File metadata

Check a download

In the folder where you saved model.safetensors, run:

macOS

shasum -a 256 -- 'model.safetensors'

Linux

sha256sum -- 'model.safetensors'

Windows

Get-FileHash -LiteralPath 'model.safetensors' -Algorithm SHA256

Compare the result with the recorded SHA-256.

gmatrix-embedding1

Check a download

Cookies