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Llama 3.2 Instruct 90B (Vision)

MetaLlama開源權重Llama 3.2 · 商用許可

描述

Llama 3.2 90B is a large multimodal language model optimized for visual recognition, image reasoning, and captioning tasks. It supports a context length of 128,000 tokens and is designed for deployment on edge and mobile devices, offering state-of-the-art performance in image understanding and generative tasks.

發布日期
2024-09-25
參數規模
90.0B
上下文長度
—
支援模態
image, text

能力雷達圖

24
general
21
coding
30
reasoning
31
science
27
agents
85
multimodal

排行榜排名

領域#排名分數來源
程式碼能力榜483
23.0
AA
通用能力榜505
28.0
AA
多模態榜105
43.0
LS
科學能力536
23.0
AA

基準測試分數 (LLM Stats)

(LLM Stats (zeroeval))

General

MMLU86.0%自報

Math

MGSM86.9%自報
MATH68.0%自報
MathVista57.3%自報

Multimodal

MMMU60.3%自報

Reasoning

ChartQAMasry et al. (2022)85.5%自報
GPQANYU + Cohere + Anthropic (2023)46.7%自報

Vision

AI2D92.3%自報
DocVQADocVQA (2020)90.1%自報
VQAv278.1%自報
TextVQA73.5%自報
InfographicsQA56.8%自報
MMMU-Pro45.2%自報

AA 評測指數

(Artificial Analysis)
Mmlu Pro(TIGER-Lab (Univ. of Waterloo, Toronto, CMU, 2024))
67.1
Math 500(OpenAI (2024), subset of Hendrycks et al. MATH (2021))
62.9
Gpqa(NYU + Cohere + Anthropic (2023))
43.2
Livecodebench(UC Berkeley + MIT + Cornell (2024))
21.4
Intelligence Index(Artificial Analysis)
6.4
Aime(MAA (Mathematical Association of America))
5.0
Hle(Center for AI Safety + Scale AI (2025))
4.5

LLM Stats 分類評分

(LLM Stats (zeroeval))
Language
90
Legal
90
Finance
90
Image To Text
80
Math
70
Multimodal
70
Reasoning
70
General
70
Healthcare
70
Vision
70
Physics
50
Biology
50
Chemistry
50

定價

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速度

Tokens/秒0.0
首Token延遲0.00s
首回答延遲0.00s

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