bert-bi-encoder safetensors download (438 MB) | Hugging Bay

Q: What is this model?

webis/bert-bi-encoder is an open-weights language model for text ranking published by webis, added to Hugging Bay Jun 30, 2026. Model from Hugging Face: webis/bert-bi-encoder

Q: Can I use it commercially?

It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted.

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 438 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/webis/bert-bi-encoder.

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-webis-bert-bi-encoder/safety on Hugging Bay.

Q: Will webis/bert-bi-encoder 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.

webis

bert-bi-encoder

webis/bert-bi-encoder

Model details

text rankingLicense: apache-2.0Hashes recordedsafetensors

Content controls: not assessed.

Model from Hugging Face: webis/bert-bi-encoder

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-webis-bert-bi-encoder/model.safetensors",
    "model.safetensors",
)

Other ways

11 hosted of 12 listed · Hashes recorded. Date not recorded.

Selected downloadmodel.safetensors438 MB · 1 file Download · 438 MB (1 file)

Open-file help

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Check your download →

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

11 hosted of 12 listed

Hashes recorded. Date not recorded.

File	Größe	SHA-256	Quelle	Herunterladen
Weights
`model.safetensors` Default	438 MB	`659d1b07…1fb95dad` `659d1b0766a3340c0e295fc567cf99450d0709bc7af8bf95a81540b41fb95dad`	Hosted	Herunterladen
Tokenizer & config
`config.json`	979 bytes	`390efe9a…053af91f` `390efe9ac0892027390257f55e60b0351a35550fed1ea774bcf35c9d053af91f`	Hosted	Herunterladen
`configs/fine-tune.yaml`	1.79 KB	`09f5e85a…b2931c88` `09f5e85abad45ac09a6fa7feb8be465114dcdaf845ed68eb7f8ebc71b2931c88`	Hosted	Herunterladen
`configs/index.yaml`	533 bytes	`0917dfe7…cec33750` `0917dfe7f9ef82ad4de85774bf796c8c47db4fe688fcfbe2817f8a67cec33750`	Hosted	Herunterladen
`configs/search.yaml`	574 bytes	`5ebcaf39…c699dea6` `5ebcaf39eb692decdab2835db46686b33cc95d647a38414a809b5db8c699dea6`	Hosted	Herunterladen
`mask_scoring_tokens.json`	28 bytes	`e8b12168…50e2c4ca` `e8b1216802e3994b0f6cbceade79248b28a86c57ffe02680e162555350e2c4ca`	Hosted	Herunterladen
`tokenizer.json`	711.6 KB	`ff27f5d1…526b5100` `ff27f5d127a8530e893603522c04398a15ec14b73c6f59d4af2020af526b5100`	Hosted	Herunterladen
`tokenizer_config.json`	1.45 KB	`8ad334c9…45d15443` `8ad334c9e86c1b526a4e938a9aea37c932ef6333855646b3f7cfaa6445d15443`	Hosted	Herunterladen
`vocab.txt`	231.5 KB	`07eced37…992038a3` `07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3`	Hosted	Herunterladen
`special_tokens_map.json`	125 bytes	`b6d346be…76237ee3` `b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3`	Hosted	Herunterladen
Docs
`README.md`	1.17 KB	`caaa5e29…23154a74` `caaa5e29000d57e5591b6d4dfbcf948e811e8330cb1c37877d772de923154a74`	Hosted	Herunterladen
`.gitattributes`	0 bytes	—	Upstream only	File metadata

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

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shasum -a 256 -- 'model.safetensors'

Linux

sha256sum -- 'model.safetensors'

Windows

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

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bert-bi-encoder

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