# AtomicChat/gemma-4-31B-it-MLX-4bit

Model from Hugging Face for text generation: AtomicChat/gemma-4-31B-it-MLX-4bit · mlx

## Facts

- Type: LLM
- Task: text-generation
- Framework: mlx
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/AtomicChat/gemma-4-31B-it-MLX-4bit
- Hosting: hosted (10 files)
- Files: 10 hosted of 16 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: at least 10 listed files; full count and size unknown
- Full repo upstream: 17.3 GB
- Parameters: 31B
- Download: https://huggingbay.xyz/artifact/hf-model-atomicchat-gemma-4-31b-it-mlx-4bit/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-31b-it-mlx-4bit/download-plan)
- Per-file SHA-256: available for 9 of 10 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-31b-it-mlx-4bit/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 245
- Stars: 0
- Card completeness: 89%

## Description

External Hugging Face catalog record for AtomicChat/gemma-4-31B-it-MLX-4bit. Task: text generation. Library: mlx. Popularity signal at import: 245 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: mlx
- Task categories: text-generation
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.6 KB)
- README.md (4.5 KB)
- chat_template.jinja (18 KB)
- config.json (4.2 KB)
- generation_config.json (208 B)
- hero.png (181 KB) LFS
- model-00001-of-00004.safetensors (5.0 GB) LFS
- model-00002-of-00004.safetensors (5.0 GB) LFS
- model-00003-of-00004.safetensors (5.0 GB) LFS
- model-00004-of-00004.safetensors (1.1 GB) LFS
- model.safetensors.index.json (163 KB)
- pill_atomic_v3.png (23 KB)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-19T07:01:52.138Z.
- Upstream license: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-atomicchat-gemma-4-31b-it-mlx-4bit
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-31b-it-mlx-4bit/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-31b-it-mlx-4bit/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-31b-it-mlx-4bit/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-atomicchat-gemma-4-31b-it-mlx-4bit
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-31b-it-mlx-4bit/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-atomicchat-gemma-4-31b-it-mlx-4bit&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-atomicchat-gemma-4-31b-it-mlx-4bit/decentralized-fallbacks