gem-roberta safetensors download (499 MB) | Hugging Bay

Q: What is this model?

novelcore/gem-roberta is an open-weights language model for masked-language modeling published by novelcore, added to Hugging Bay Sep 24, 2026. Model from Hugging Face for fill mask: novelcore/gem-roberta · transformers

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: 5 files, 504.6 MB. Full repo upstream: 508 MB. The recommended download, model.safetensors, is 498.8 MB.

Q: What can I download here?

Hosted here: 5 files, 504.6 MB. Full repo upstream: 508 MB. The original release is at https://huggingface.co/novelcore/gem-roberta.

Q: File pattern scans

Automated file-pattern scans flagged nothing; not a safety guarantee. 5 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-novelcore-gem-roberta/safety on Hugging Bay.

Q: Will novelcore/gem-roberta 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.

novelcore

gem-roberta

novelcore/gem-roberta

Model details

masked-language modelingLicense: apache-2.0SHA-256 recorded for 6 of 10 filessafetensors · BIN

Content controls: not assessed.

The catalog lists this model for filling in missing words in text. Catalog sources: license, cardMetadata.license, task, cardMetadata.pipelineTag.

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-novelcore-gem-roberta/model.safetensors",
    "model.safetensors",
)

Other ways

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

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5 hosted of 10 listed · Hashes recorded. Date not recorded.

Selected downloadmodel.safetensors499 MB · 1 file Download · 499 MB (1 file)

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Check your download →

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

5 hosted of 10 listed

Hashes recorded. Date not recorded.

File	Größe	SHA-256	Quelle	Herunterladen
Weights
`model.safetensors` Default	498.8 MB	`6d8625e4…31f6fe5e` `6d8625e405908b9381abeff9a2828a3b0895921fce29e0b0a12fe5b331f6fe5e`	Hosted	Herunterladen
`training_args.bin`	5.24 KB	`ab57e0bd…44794e3f` `ab57e0bdb479f5d0e8615d2abe8420f4593d7c2bb116fa2b6580e8f944794e3f`	Upstream only	File metadata
Tokenizer & config
`config.json`	637 bytes	`074eabc0…e9e2d3f5` `074eabc08e4e51983ef5e7da90200bbb73910fbe0cf0afb2f50f46cbe9e2d3f5`	Hosted	Herunterladen
`merges.txt`	1.55 MB	—	Upstream only	File metadata
`special_tokens_map.json`	964 bytes	`8c785abe…4cf10835` `8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835`	Hosted	Herunterladen
`tokenizer.json`	5.75 MB	`db9fbb3c…51645be5` `db9fbb3cbdff63ad5e8d3432cd27fb46f526b7f42faf559e0fa3ad2751645be5`	Hosted	Herunterladen
`tokenizer_config.json`	1.27 KB	`e243d25a…b624f549` `e243d25a6773518bf621b7b6da0a94441efb3a4a92b8c1d4e71c9eebb624f549`	Hosted	Herunterladen
`vocab.json`	1.89 MB	—	Upstream only	File metadata
Docs
`.gitattributes`	1.52 KB	—	Upstream only	File metadata
`README.md`	5.27 KB	—	Upstream only	File metadata

Einen Download prüfen

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.

gem-roberta

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