Llama 3.2 Instruct 11B (Vision)
MetaLlama開源權重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.
發布日期
2024-09-25
參數規模
10.6B
上下文長度
—
支援模態
image, text
能力雷達圖
18
general
11
coding
13
reasoning
17
science
12
agents
90
multimodal
排行榜排名
基準測試分數 (LLM Stats)
(LLM Stats (zeroeval))General
MMLU
73.0%自報
Math
MGSM
68.9%自報
MATH
51.9%自報
MathVista
51.5%自報
Multimodal
MMMU
50.7%自報
Reasoning
ChartQAMasry et al. (2022)
83.4%自報
GPQANYU + Cohere + Anthropic (2023)
32.8%自報
Vision
AI2D
91.1%自報
DocVQADocVQA (2020)
88.4%自報
VQAv2 (test)
75.2%自報
MMMU-Pro
33.0%自報
AA 評測指數
(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 分類評分
(LLM Stats (zeroeval))Image To Text90
Language70
Legal70
Multimodal70
Finance70
Vision70
Math60
Reasoning60
General60
Healthcare60
Physics30
Biology30
Chemistry30
定價
輸入價格$0.345 / 1M tokens
輸出價格$0.345 / 1M tokens
混合價格(3:1)$0.345 / 1M tokens
速度
Tokens/秒13.8
首Token延遲1.40s
首回答延遲1.40s
供應商價格排行
供應商價格排行
1 個供應商
供應商輸入輸出
1Meta主要
$0.345
$0.345
比較該模型在不同 API 供應商之間的定價。