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Phi-3.5-vision-instruct

MicrosoftPhiOpen WeightMIT · Commercial OK

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

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

Science 在缺少专门科学评测时使用推理能力代理估算。

排行榜排名

领域#排名分数来源
多模态榜30
80.0
LS

基准测试分数 (LLM Stats)

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
ChartQA81.8%自报
AI2D78.1%自报

AA 评测指数

暂无 AA 评测数据

LLM Stats 分类评分

Vision
70
Image To Text
70
Multimodal
70
Reasoning
70
General
40
Healthcare
40
Math
40

定价

暂无定价数据

速度

暂无速度数据

可用提供商

(LS 内部计价单位)

暂无提供商数据

外部链接