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Phi-3.5-vision-instruct

MicrosoftPhi开源权重MIT · 商用许可

描述

Phi-3.5-vision-instruct is a 4.2B-parameter open multimodal model with up to 128K context tokens. It emphasizes multi-frame image understanding and reasoning, boosting performance on single-image benchmarks while enabling multi-image comparison, summarization, and even video analysis. The model underwent safety post-training for improved instruction-following, alignment, and robust handling of visual and text inputs, and is released under the MIT license.

发布日期
2024-08-23
参数规模
4.2B
上下文长度
支持模态

能力雷达图

70
general
0
coding
40
reasoning
34
science估算
28
agents
70
multimodal

缺少专门科学评测时,Science 由 LLM Stats 科学得分或推理能力估算。

排行榜排名

领域#排名分数来源
多模态榜69
37.0
LS

基准测试分数 (LLM Stats)

(LLM Stats (zeroeval))

General

MMMU43.0%自报

Image To Text

TextVQA72.0%自报

Math

ScienceQA91.3%自报
MathVista43.9%自报
InterGPS36.3%自报

Multimodal

POPE86.1%自报
MMBench81.9%自报
ChartQAMasry et al. (2022)81.8%自报
AI2D78.1%自报

AA 评测指数

(Artificial Analysis)

暂无 AA 评测数据

LLM Stats 分类评分

(LLM Stats (zeroeval))
Safety
90
Multimodal
70
Reasoning
70
Image To Text
70
General
70
Vision
70
Math
40
Healthcare
40

定价

暂无定价数据

速度

暂无速度数据

供应商价格排行

暂无提供商数据

外部链接