ember-v1 safetensors download (1.34 GB) | Hugging Bay

Q: What is this model?

llmrails/ember-v1 is an embedding model for text embeddings published by llmrails, added to Hugging Bay Jun 29, 2026. Model from Hugging Face for feature extraction: llmrails/ember-v1 · sentence transformers

Q: Can I use it commercially?

It is released under the mit 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. Full repo upstream: 2.68 GB. The recommended download, model.safetensors, is 1.34 GB.

Q: What can I download here?

Hosted here: at least 11 listed files; full count and size unknown. Full repo upstream: 2.68 GB. The original release is at https://huggingface.co/llmrails/ember-v1.

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-llmrails-ember-v1/safety on Hugging Bay.

Q: Will llmrails/ember-v1 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.

llmrails

ember-v1

llmrails/ember-v1

Model details

text embeddingsLicense: mitSHA-256 recorded for 12 of 13 filessafetensors · BIN

Content controls: not assessed.

The catalog lists this model for turning text into vectors. Catalog sources: license, cardMetadata.license, cardMetadata.libraryName, modality, task, cardMetadata.pipelineTag.

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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-llmrails-ember-v1/model.safetensors",
    "model.safetensors",
)

Other ways

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

Selected downloadmodel.safetensors1.34 GB · 1 file Download · 1.34 GB (1 file)

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