toolify-text-embedding-001 download | Hugging Bay

Q: What is this model?

wardydev/toolify-text-embedding-001 is an embedding model for text embeddings published by wardydev, added to Hugging Bay Jun 30, 2026. Model from Hugging Face: wardydev/toolify-text-embedding-001

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: 7 files, 492.8 MB. The full repository size is not recorded. The recommended download, model.safetensors, is 470.6 MB.

Q: What can I download here?

Hosted here: 7 files, 492.8 MB. Full repo upstream: unknown. The original release is at https://huggingface.co/wardydev/toolify-text-embedding-001.

Q: File pattern scans

Automated file-pattern scans flagged nothing; not a safety guarantee. 7 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-wardydev-toolify-text-embedding-001/safety on Hugging Bay.

Q: Will wardydev/toolify-text-embedding-001 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.

wardydev

toolify-text-embedding-001

wardydev/toolify-text-embedding-001

Model details

text embeddingsLicense: apache-2.0SHA-256 recorded for 7 of 8 filessafetensors

Content controls: not assessed.

The catalog lists this model for turning text into vectors. Catalog sources: license, tags, 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-wardydev-toolify-text-embedding-001/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

7 hosted of 8 listed · Hashes recorded. Date not recorded.

Selected downloadmodel.safetensors471 MB · 1 file Download · 471 MB (1 file)

Open-file help

Content controls: not assessed.

Check your download →

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