Llama 3.2 Instruct 11B (Vision)
MetaLlama开源权重Llama 3.2 Community License
描述
Llama 3.2 11B Vision Instruct is an instruction-tuned multimodal large language model optimized for visual recognition, image reasoning, captioning, and answering general questions about an image. It accepts text and images as input and generates text as output.
发布日期
2024-09-25
参数规模
10.6B
上下文长度
—
支持模态
image, text
能力雷达图
18
general
11
coding
13
reasoning
17
science
12
agents
90
multimodal
排行榜排名
基准测试分数 (LLM Stats)
(LLM Stats (zeroeval))General
MMLU
73.0%自报
Math
MGSM
68.9%自报
MATH
51.9%自报
MathVista
51.5%自报
Multimodal
MMMU
50.7%自报
Reasoning
ChartQAMasry et al. (2022)
83.4%自报
GPQANYU + Cohere + Anthropic (2023)
32.8%自报
Vision
AI2D
91.1%自报
DocVQADocVQA (2020)
88.4%自报
VQAv2 (test)
75.2%自报
MMMU-Pro
33.0%自报
AA 评测指数
(Artificial Analysis)Math 500(OpenAI (2024), subset of Hendrycks et al. MATH (2021))51.6
Mmlu Pro(TIGER-Lab (Univ. of Waterloo, Toronto, CMU, 2024))46.4
Ifbench(Google Research (2023))30.4
Gpqa(NYU + Cohere + Anthropic (2023))22.1
Tau2(Sierra + U Toronto + Vector Institute (2025))14.6
Lcr(Artificial Analysis)12.7
Livecodebench(UC Berkeley + MIT + Cornell (2024))11.0
Aime(MAA (Mathematical Association of America))9.3
Hle(Center for AI Safety + Scale AI (2025))5.5
Intelligence Index(Artificial Analysis)5.4
Math Index(Artificial Analysis)1.7
Aime 25(MAA (Mathematical Association of America))1.7
Terminalbench Hard(Stanford × Laude Institute (2026))0.8
LLM Stats 分类评分
(LLM Stats (zeroeval))Image To Text90
Language70
Legal70
Multimodal70
Finance70
Vision70
Math60
Reasoning60
General60
Healthcare60
Physics30
Biology30
Chemistry30
定价
输入价格$0.345 / 1M tokens
输出价格$0.345 / 1M tokens
混合价格(3:1)$0.345 / 1M tokens
速度
Tokens/秒14.8
首Token延迟1.34s
首回答延迟1.34s
供应商价格排行
供应商价格排行
1 个供应商
供应商输入输出
1Meta主要
$0.345
$0.345
比较该模型在不同 API 供应商之间的定价。