Phi-4 Multimodal Instruct
MicrosoftPhi开源权重MIT · 商用许可
描述
Phi-4-multimodal-instruct is a lightweight (5.57B parameters) open multimodal foundation model that leverages research and datasets from Phi-3.5 and 4.0. It processes text, image, and audio inputs to generate text outputs, supporting a 128K token context length. Enhanced via SFT, DPO, and RLHF for instruction following and safety.
发布日期
2025-02-26
参数规模
5.6B
上下文长度
—
支持模态
image, text
能力雷达图
18
general
13
coding
32
reasoning
23
science
26
agents
85
multimodal
排行榜排名
基准测试分数 (LLM Stats)
(LLM Stats (zeroeval))Math
MathVista
62.4%自报
InterGPS
48.6%自报
Multimodal
MMMU
55.1%自报
Video-MME
55.0%自报
Reasoning
ChartQAMasry et al. (2022)
81.4%自报
Vision
ScienceQA Visual
97.5%自报
DocVQADocVQA (2020)
93.2%自报
MMBench
86.7%自报
POPE
85.6%自报
OCRBench
84.4%自报
AI2D
82.3%自报
TextVQA
75.6%自报
InfoVQA
72.7%自报
BLINK
61.3%自报
MMMU-Pro
38.5%自报
AA 评测指数
(Artificial Analysis)Math 500(OpenAI (2024), subset of Hendrycks et al. MATH (2021))69.3
Mmlu Pro(TIGER-Lab (Univ. of Waterloo, Toronto, CMU, 2024))48.5
Gpqa(NYU + Cohere + Anthropic (2023))31.5
Livecodebench(UC Berkeley + MIT + Cornell (2024))13.1
Aime(MAA (Mathematical Association of America))9.3
Intelligence Index(Artificial Analysis)5.8
Hle(Center for AI Safety + Scale AI (2025))5.0
LLM Stats 分类评分
(LLM Stats (zeroeval))Safety90
Image To Text80
Multimodal70
Reasoning70
General70
Vision70
Math60
Spatial Reasoning60
Healthcare60
3d60
定价
输入价格免费
输出价格免费
混合价格(3:1)免费
速度
Tokens/秒17.2
首Token延迟0.35s
首回答延迟0.35s
供应商价格排行
供应商价格排行
2 个供应商
最便宜: Azure Cognitive Services最贵: Azure
供应商输入输出
1Azure Cognitive Services最便宜
$0.08
$0.32
2Azure
$0.08
$0.32
比较该模型在不同 API 供应商之间的定价。