# lmstudio-community/Devstral-Small-2507-MLX-bf16

Model from Hugging Face for text generation: lmstudio-community/Devstral-Small-2507-MLX-bf16 · vllm

## Facts

- Type: LLM
- Task: text-generation
- Framework: vllm
- 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/lmstudio-community/Devstral-Small-2507-MLX-bf16
- Hosting: hosted (17 files)
- Files: 17 hosted of 19 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: 17 files, 47.2 GB
- Full repo upstream: 47.2 GB
- Recommended file: 47.1 GB (10 files)
- Download: https://huggingbay.xyz/artifact/hf-model-lmstudio-community-devstral-small-2507-mlx-bf16/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-devstral-small-2507-mlx-bf16/download-plan)
- Per-file SHA-256: available for 17 of 17 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-devstral-small-2507-mlx-bf16/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: 17789
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for lmstudio-community/Devstral-Small-2507-MLX-bf16. Task: text generation. Library: vllm. Languages: en, fr, de, es, pt, it, ja, ko. Base model: mistralai/Devstral-Small-2507. Popularity signal at import: 14,195 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: vllm
- Base model: mistralai/Devstral-Small-2507
- Task categories: text-generation
- Languages: en, fr, de, es, pt, it, ja, ko
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (2.6 KB)
- chat_template.jinja (5.6 KB)
- config.json (693 B)
- generation_config.json (133 B)
- model-00001-of-00010.safetensors (4.8 GB) LFS
- model-00002-of-00010.safetensors (4.9 GB) LFS
- model-00003-of-00010.safetensors (4.8 GB) LFS
- model-00004-of-00010.safetensors (4.9 GB) LFS
- model-00005-of-00010.safetensors (4.9 GB) LFS
- model-00006-of-00010.safetensors (4.8 GB) LFS
- model-00007-of-00010.safetensors (4.9 GB) LFS

## 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 2026-09-18T17:02:23.846Z.
- 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-lmstudio-community-devstral-small-2507-mlx-bf16
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-devstral-small-2507-mlx-bf16/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-devstral-small-2507-mlx-bf16/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-devstral-small-2507-mlx-bf16/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-lmstudio-community-devstral-small-2507-mlx-bf16
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-devstral-small-2507-mlx-bf16/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-lmstudio-community-devstral-small-2507-mlx-bf16&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-devstral-small-2507-mlx-bf16/decentralized-fallbacks