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agentmish/gemma-4-12B-it-assistant-mlx-bf16

agentmish/gemma-4-12B-it-assistant-mlx-bf16 is an open-weights language model for general under the apache-2.0 license (32 MB), added to Hugging Bay Jun 30, 2026. Hosted open-weights model — 5 files carry published SHA-256 checksums you can re-hash.

About this download

gemma-4-12B-it-assistant-mlx-bf16. 1 file. Published by agentmish

How this works

To run a downloaded model you need the file and a runner program to open it. Searching and reading need no account.

Downloadable — the files passed our public gates and the download button is here today. That’s all it means — not safe, not guaranteed to run.

Checked on this Mac — the file’s fingerprint matches the published one, byte for byte. That proves it arrived unchanged — not that the model is safe.

Running locally — this device did the work: a real first reply was produced here — not on a server.

Keep the file

Download file · saves to your Downloads folder

Run on a computer

On this page you get the files to download, a plain explanation of the model, and the checks that prove the files arrived unchanged.

To run a downloaded model you need the file and a runner app to open it.

What happens next
  1. Download the file ().
  2. To run a downloaded model you need the file and a runner program to open it.
  3. Then type a question.

model.safetensors

DETAILS

Checked. Ready to download.

Make sure it arrived whole

If the string it prints matches this one, you're holding exactly what we published:

124f...dc9c

Think of the fingerprint below as the file's ID photo: a string unique to its exact bytes.

What this step does: it only prints an ID string so you can compare; it doesn't run anything or install anything.

On a Mac, the Terminal line below prints this file's SHA-256 fingerprint; it already contains your file's name and assumes the file is in your Downloads folder.

After the download finishes, paste it into Terminal and press Return.

Terminal shasum -a 256 ~/Downloads/model.safetensors

On a different computer?

On Windows, the PowerShell line below prints this file's SHA-256 fingerprint; it already contains your file's name and assumes the file is in your Downloads folder.

After the download finishes, paste it into PowerShell and press Enter.

PowerShell Get-FileHash -Algorithm SHA256 "$HOME\Downloads\model.safetensors"

From Command Prompt instead: certutil -hashfile "%USERPROFILE%\Downloads\model.safetensors" SHA256

PowerShell prints the same SHA-256 fingerprint in capital letters.

On Linux, the terminal line below prints this file's SHA-256 fingerprint; it already contains your file's name and assumes the file is in your Downloads folder.

After the download finishes, paste it into a terminal and press Enter.

Terminal sha256sum ~/Downloads/model.safetensors

File fingerprint (for experts)

124fdb8ebf2e60c3bde1ecd6ba53100a50805dcf000921488235a89e292edc9c

This check proves the file arrived unchanged. Not that the model is safe.

What we've checked:

  • License. Passed (apache-2.0)
  • Files hosted. 5 of 5 from the repository
What does ‘Checked’ mean?

Checked on this Mac — the file’s fingerprint matches the published one, byte for byte. That proves it arrived unchanged — not that the model is safe.

Other files (for experts)
Task
general
Size
32 MB
Parameters
12B
Files
5 hosted of 5 listed
Added to Hugging Bay
Updated at source

FAQ

What is this model?

agentmish/gemma-4-12B-it-assistant-mlx-bf16 is an open-weights language model for general published by agentmish, added to Hugging Bay Jun 30, 2026. Model from Hugging Face: agentmish/gemma-4-12B-it-assistant-mlx-bf16

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.

How big is it?

agentmish/gemma-4-12B-it-assistant-mlx-bf16 has 12B parameters. The total download is 32 MB across 5 files.

What can I download here?

Hugging Bay hosts 5 of 5 files for this model, each with a published SHA-256 checksum. Total size: 32 MB. The original release is at https://huggingface.co/agentmish/gemma-4-12B-it-assistant-mlx-bf16.

File checks and computer fit
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-agentmish-gemma-4-12b-it-assistant-mlx-bf16/safety on Hugging Bay.

Will agentmish/gemma-4-12B-it-assistant-mlx-bf16 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.

About this artifact

External Hugging Face catalog record for agentmish/gemma-4-12B-it-assistant-mlx-bf16. Popularity signal at import: 585 downloads and 0 likes. Files are listed for discovery and verification context, but this Hugging Bay pilot has not mirrored or rescanned the remote blobs. Use the upstream Hugging Face links for download until an explicit mirror job is approved.

Hosted file inventory

Hosted file — the exact bytes are complete.. The immutable selected representation is byte-complete; runtime compatibility is not established.

Hosted files
5 of 5
Reviewed peer-assisted fallbacks
0
Trust bundle
Trust-bundle JSON
Review summary
Review-summary JSON
Distribution
Reviewed peer-fallback JSON

    Run status

    Detailed evidence for the selected file set

    This detail applies to the selected file set, not every file in the repository.

    Executable state
    complete-bytes
    Evidence timestamp
    2026-08-04T15:08:58.769Z
    Selected representation
    rep-58a5c76dcd1752a3da4bd2cff104196a3f0e60b015023efdb9e701755a7dc833
    Complete bytes
    yes
    Complete kit
    no
    Byte-integrity check
    not established — the hosted bytes are not yet matched to a signed upstream manifest
    Run ready
    not established
    Files
    View file metadata

    Bay Run

    Bay Run pins; Try It Now unavailable

    Bay Run does not publish a serving contract for this exact artifact and Hugging Bay will not invent one.

    Mint a Pin unavailable

    Bay Run does not publish a serving contract for this exact artifact and Hugging Bay will not invent one.

    Guard before generate

    Add Bay Run's provider-neutral coprocessor to your own generation pipeline. It checks decision.action before your generator runs.

    npm install @huggingbay/coprocessor · Install @huggingbay/coprocessor

    This handoff wraps your caller-owned generator. It does not run this catalog artifact, make it a Bay Run Pin, or change its serving or verification state.

    Download exact selected bytes

    • License: pass - apache-2.0
    • Provenance: pass - agentmish/gemma-4-12B-it-assistant-mlx-bf16
    • Scan: pass - passed
    • Hosted files: pass - 5/5 repository files hosted
    • Byte manifest integrity: pass - selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)

    Machine-readable card

    Open interactive artifact page

    Evidence details

    Demand
    585 upstream downloads
    Trust
    Unknown
    Download completeness
    Hosted file — the exact bytes are complete.
    Run fit
    Exact selected bytes complete; runtime not established
    Scan status
    passed
    Executable state
    complete-bytes
    Evidence timestamp
    2026-08-04T15:08:58.769Z
    Declared license
    apache-2.0
    Pipeline
    general
    Library
    unknown
    Task categories
    general