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Mistral Medium 3.5 128B

Parameters

128B

Context Length

262K

Modality

Multimodal

Architecture

Dense

License

Modified MIT

Release Date

1 Apr 2026

Knowledge Cutoff

-

API Pricing (per 1M)

Input: $0.75 · Output: $3.75

System Requirements

VRAM requirements for different quantization methods and context sizes

1,024 tokens

252.20 GB VRAM

Consumer

13x RTX 4090

24GB VRAM

Datacenter

4x NVIDIA A100

80GB VRAM

Apple Silicon

3x Apple M3 Max

128GB VRAM

262,144 tokens

344.24 GB VRAM

Consumer

18x RTX 4090

24GB VRAM

Datacenter

5x NVIDIA A100

80GB VRAM

Apple Silicon

4x Apple M3 Max

128GB VRAM

Architecture Diagram

Input TokensToken EmbeddingPosition: AbsoluteHidden: 12.3k · Context: 262K · Vocab: 131.1kx 88 layersRMSNormPre-AttentionMulti-Head Attention96Q / 8KV headsHead dim: 128+RMSNormPre-FFNFeed-Forward NetworkSwishIntermediate: 28.7k+Final RMSNormOutput Logits

Evaluation Benchmarks

Rank

#139

BenchmarkScoreRank

0.481

24

Agent Arena

Agent Arena

-11.61

51

General Text

Text Arena

1426

85

0.47

93

Web Development

WebDev Arena

1263

103

Agentic Index

Artificial Analysis

0.07

107

Intelligence Index

Artificial Analysis

0.14

180

Rankings

Overall Rank

#139

Coding Rank

#106

About Mistral Medium 3.5 128B

Mistral Medium 3.5 is a flagship dense 128B parameter multimodal model from Mistral AI. It features a 262k context window and configurable reasoning modes, combining reasoning, coding, and multilingual understanding with native vision capabilities.

Technical Specifications

Attention

Attention Structure

Multi-Head Attention

Attention Heads

96

Key-Value Heads

8

Attention Head Dimension

128

Position Embedding

Absolute Position Embedding

RoPE Theta

1,000,000

Sliding Window Attention

No

Sliding Window Size

-

Sliding Window Ratio

-

Linear Attention

No

Linear Attention Ratio

-

Normalization

RMS Normalization

Activation Function

Swish

Dimensions

Auxiliary Parameters

-

Hidden Dimension Size

12,288

Number of Layers

88

FFN Intermediate Size (Dense)

28,672

Multi-Token Prediction Heads

-

Tokenizer

Vocabulary Size

131,072

About Mistral Medium 3.5

Mistral Medium 3.5 is a family of flagship dense multimodal models from Mistral AI, combining reasoning, coding, and multilingual capabilities.


Other Mistral Medium 3.5 Models
  • No related models available