# RedHatAI/Mistral-Small-24B-Instruct-2501-FP8-dynamic

This model is a quantized version of Mistral Small 24B Instruct 2501 with FP8 weights and activations. It is described as ready for inference with vLLM and keeps only transformer linear operator weights and activations quantized.

## Cite this

- Page: https://huggingbay.xyz/artifact/hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic
- Citation: RedHatAI/Mistral-Small-24B-Instruct-2501-FP8-dynamic. The Hugging Bay model record. https://huggingbay.xyz/artifact/hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic (retrieved 2026-11-14).
- Check a downloaded file: run `shasum -a 256 <file>` (macOS), `sha256sum <file>` (Linux) or `Get-FileHash -Algorithm SHA256 <file>` (Windows), then compare with that file's SHA-256 at https://huggingbay.xyz/api/artifacts/hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic/files?limit=100. How checks work: https://huggingbay.xyz/verification

## Facts

- Type: LLM
- Task: text-generation
- Framework: unknown
- 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/RedHatAI/Mistral-Small-24B-Instruct-2501-FP8-dynamic
- Hosting: hosted (12 files)
- Files: 12 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: 12 hosted of 16 listed
- Full repo upstream: 25 GB
- Recommended file: 24.9 GB (6 files)
- Parameters: 24B
- Download: https://huggingbay.xyz/api/artifacts/hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic/download-plan (download plan: https://huggingbay.xyz/api/artifacts/hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic/download-plan)
- Per-file SHA-256: available for 12 of 12 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic/files?limit=100
- Availability: Ready
- Downloadable: yes
- 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: 4089
- Stars: 13
- Card completeness: 92%

## Description

This model is a quantized version of Mistral Small 24B Instruct 2501 with FP8 weights and activations. It is described as ready for inference with vLLM and keeps only transformer linear operator weights and activations quantized.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: unknown
- Task categories: text-generation
- Languages: en, fr, de, es, it, pt, zh, ja
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.6 KB)
- README.md (14 KB)
- config.json (1.7 KB)
- generation_config.json (155 B)
- model-00001-of-00006.safetensors (4.6 GB) LFS
- model-00002-of-00006.safetensors (4.5 GB) LFS
- model-00003-of-00006.safetensors (4.6 GB) LFS
- model-00004-of-00006.safetensors (4.7 GB) LFS
- model-00005-of-00006.safetensors (3.6 GB) LFS
- model-00006-of-00006.safetensors (1.3 GB) LFS
- model.safetensors.index.json (53 KB)
- recipe.yaml (136 B)

## 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 2026-09-21T23:46:33.385Z.
- Open license detected as apache-2.0.
- 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-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-redhatai-mistral-small-24b-instruct-2501-fp8-dynamic/decentralized-fallbacks