Phi-4
MicrosoftPhi开源权重MIT · 商用许可
描述
phi-4 is a state-of-the-art open model built to excel at advanced reasoning, coding, and knowledge tasks. It leverages a blend of synthetic data, filtered web data, academic texts, and supervised fine-tuning for precision, alignment, and safety.
发布日期
2024-12-12
参数规模
14.7B
上下文长度
16K
支持模态
text
能力雷达图
25
general
23
coding
30
reasoning
41
science
28
agents
0
multimodal
排行榜排名
基准测试分数 (LLM Stats)
(LLM Stats (zeroeval))Chat
IFEvalGoogle Research (2023)
83.4%自报
Factuality
SimpleQA
3.0%自报
General
MMLU
84.8%自报
Arena Hard
73.3%自报
Language
MMLU-Pro
74.3%自报
Math
MGSM
80.6%自报
MATH
80.4%自报
OmniMath
76.6%自报
AIME 2024
75.3%自报
AIME 2025
62.9%自报
LiveBench
47.6%自报
Reasoning
FlenQA
97.7%自报
HumanEval+
92.9%自报
HumanEvalOpenAI (2021)
82.6%自报
DROP
75.5%自报
PhiBench
70.6%自报
GPQANYU + Cohere + Anthropic (2023)
65.8%自报
LiveCodeBench
53.8%自报
AA 评测指数
(Artificial Analysis)Math 500(OpenAI (2024), subset of Hendrycks et al. MATH (2021))81.0
Mmlu Pro(TIGER-Lab (Univ. of Waterloo, Toronto, CMU, 2024))71.4
Gpqa(NYU + Cohere + Anthropic (2023))57.5
Ifbench(Google Research (2023))23.5
Livecodebench(UC Berkeley + MIT + Cornell (2024))23.1
Math Index(Artificial Analysis)18.0
Aime 25(MAA (Mathematical Association of America))18.0
Aime(MAA (Mathematical Association of America))14.3
Intelligence Index(Artificial Analysis)5.9
Hle(Center for AI Safety + Scale AI (2025))3.8
Terminalbench Hard(Stanford × Laude Institute (2026))3.8
Lcr(Artificial Analysis)0.0
Tau2(Sierra + U Toronto + Vector Institute (2025))0.0
LLM Stats 分类评分
(LLM Stats (zeroeval))Language80
Legal80
Finance80
Healthcare80
Code80
Creativity80
Writing80
Chat70
Math70
Reasoning70
General70
Instruction Following60
Physics60
Structured Output60
Biology60
Chemistry60
Factuality0
定价
输入价格$0.125 / 1M tokens
输出价格$0.5 / 1M tokens
混合价格(3:1)$0.219 / 1M tokens
速度
Tokens/秒40.7
首Token延迟0.94s
首回答延迟0.94s
供应商价格排行
供应商价格排行
6 个供应商
最便宜: DeepInfra最贵: Azure
供应商输入输出
1DeepInfra最便宜
$0
$0
2OpenRouter
$0.07
$0.14
3Kilo Gateway
$0.07
$0.14
4Microsoft主要
$0.125
$0.5
5Azure Cognitive Services
$0.125
$0.5
6Azure
$0.125
$0.5
比较该模型在不同 API 供应商之间的定价。