mistralai/Mistral-Large-4-1T-A52B-NVFP4

AI model by mistralai

Open original source ↗

From the publisher

Model card & documentation

Source preview

Read 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…

mistralai/Mistral-Large-4-1T-A52B-NVFP4 on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-11-01T09:02:55.895Z

Inside the original model card — Document outline
  1. Mistral Large 4 NVFP4
  2. Key Features
  3. Evaluation
  4. Recommended Settings
  5. Usage
  6. vLLM
  7. Installation
  8. Serve the Model
  9. Speculative decoding (DSpark)
  10. SGLang
  11. Installation
  12. 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.

Model card and usage instructions

Model files and configuration

Community discussion

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.

Open original source

Related models