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Pixtral Large 124B

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37Downloads433CurtidasNov 2024Publicado131K tokensContextoMistral ResearchLicença92 ExcepcionalQualidade

Pixtral Large 124B (124B parameters) requires approximately 82.5 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 95 GB of VRAM.

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Copy-paste commands to run Pixtral Large 124B on your machine.

Run

lms load Pixtral-Large-Instruct-2411 && lms server start

Quick specs

Parameters124B
Architecturedense
Context131K tokens
Modalitytext+vision
Min RAM48.4 GB
Rec. RAM75.6 GB (Q4_K_M)
LicenseMistral Research
FamilyPixtral
Vision Chat Reasoning

About this model

Pixtral-Large-Instruct-2411 is a 124B multimodal model built on top of Mistral Large 2, i.e., Mistral-Large-Instruct-2407. Pixtral Large is the second model in our multimodal family and demonstrates frontier-level image understanding. Particularly, the model is able to understand documents, charts and natural images, while maintaining the leading text-only understanding of Mistral Large 2.

  • Frontier-class multimodal performance
  • State-of-the-art on MathVista, DocVQA, VQAv2
  • Extends Mistral Large 2 without compromising text performance
  • 123B multimodal decoder, 1B parameter vision encoder
  • 128K context window: fits minimum of 30 high-resolution images

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Opções de quantização

Estimativas de VRAM por nível de quantização

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
48.4 GB
Low
Q3_K_S
3
60.8 GB
Low
NVFP4
4
69.4 GB
Medium
Q4_K_M
4
75.6 GB
Medium
Q5_K_M
5
89.3 GB
High
Q6_K
6
101.7 GB
High
Q8_0
8
132.7 GB
Very High
F16
16
254.2 GB
Maximum

Quality benchmarks

Pixtral Large 124B benchmark scores

Benchmark verified

Reasoning

MMLU-Pro75.2%
GPQA Diamond
MATH-500
ARC Challenge

Source: community · 2024-11-18

Compatibilidade de hardware

Estimativas de compatibilidade para todo o hardware

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Computing compatibility...

Detalhamento de memória

Reference: RTX 2060 6GB

Weights75.6 GB
KV Cache5.4 GB
Runtime0.9 GB
Headroom0.6 GB

Perguntas frequentes

FAQ — Pixtral Large 124B

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