Phi-4 Multimodal Instruct
MicrosoftPhi開源權重MIT · 商用許可
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.
發布日期
2025-02-26
參數規模
5.6B
上下文長度
—
支援模態
image, text
能力雷達圖
18
general
13
coding
32
reasoning
23
science
26
agents
85
multimodal
排行榜排名
基準測試分數 (LLM Stats)
(LLM Stats (zeroeval))Math
MathVista
62.4%自報
InterGPS
48.6%自報
Multimodal
MMMU
55.1%自報
Video-MME
55.0%自報
Reasoning
ChartQAMasry et al. (2022)
81.4%自報
Vision
ScienceQA Visual
97.5%自報
DocVQADocVQA (2020)
93.2%自報
MMBench
86.7%自報
POPE
85.6%自報
OCRBench
84.4%自報
AI2D
82.3%自報
TextVQA
75.6%自報
InfoVQA
72.7%自報
BLINK
61.3%自報
MMMU-Pro
38.5%自報
AA 評測指數
(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 分類評分
(LLM Stats (zeroeval))Safety90
Image To Text80
Multimodal70
Reasoning70
General70
Vision70
Math60
Spatial Reasoning60
Healthcare60
3d60
定價
輸入價格免費
輸出價格免費
混合價格(3:1)免費
速度
Tokens/秒17.2
首Token延遲0.37s
首回答延遲0.37s
供應商價格排行
供應商價格排行
2 個供應商
最便宜: Azure Cognitive Services最貴: Azure
供應商輸入輸出
1Azure Cognitive Services最便宜
$0.08
$0.32
2Azure
$0.08
$0.32
比較該模型在不同 API 供應商之間的定價。