mistralai/Mistral-Large-4-1T-A52B-NVFP4
AI model by mistralai
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
This repository contains the NVFP4 quantized checkpoint of Mistral Large 4 - Le Chonk, our largest and most capable model to date: a 1 trillion-parameter natively multimodal Mixture-of-Experts model with 49 billion active parameters per token (52 billion including embeddings and output layers), trained from scratch on 3,800 NVIDIA Grace Blackwell GPUs in Mistral's own datacenters in Europe. You should observe similar performance to the FP8 checkpoint, with a substantially smaller memory footprint and faster inference. Same model as Mistral Large 4: 1M context window, multimodal input (text and image, text output), reasoning effort configurable per request (low, medium, high), native function calling and strict JSON schema output, and an embedded DSpark speculative decoding draft head. We release this model under the Mistral Ecosystem Open-Weight License: a modified version of the MIT license, for both commercial and non-commercial use — operating a Model-as-a-Service business requires a separate commercial license with…
Read the full model card ↗ · Preview checked 2026-11-01T09:02:55.895Z
Inside the original model card — Document outline
- Mistral Large 4 NVFP4
- Key Features
- Evaluation
- Recommended Settings
- Usage
- vLLM
- Installation
- Serve the Model
- Speculative decoding (DSpark)
- SGLang
- Installation
- Serve the Model
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Links from the model card
References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.
Documentation belongs to its respective authors. Reported project/model license: other. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
mistralai/Mistral-Large-4-1T-A52B-NVFP4 is a task-unspecified model repository published by mistralai on Hugging Face. A library was not reported.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- Not reported
- Library
- Not reported
- Recent downloads (30 days)
- 545
- Cumulative likes
- 62
- Hugging Face trending score
- 60
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- other
- Access
- Not gated by Hugging Face
- Created
- 2026-10-15T19:09:41.000Z
- Last modified
- 2026-10-29T16:46:50.000Z
Compatibility and lineage
Reported languages: en, fr, de, es, pt, it, ja, ko, ru, zh, ar, fa, id, ms, ne, pl, ro, sr, sv, tr, uk, vi, hi, bn, bg, hr, cs, da, nl, et, fi, el, hu, ga, lv, lt, mt, sk, sl
Reported base models: mistralai/Mistral-Large-4-1T-A52B
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.
Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-11-01T06:49:30.141Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.