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
24
coding
30
reasoning
36
science估算
28
agents
0
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
基准测试分数 (LLM Stats)
Biology
GPQA
56.1%自报
Code
HumanEval
82.6%自报
Creativity
Arena Hard
75.4%自报
Factuality
SimpleQA
3.0%自报
Finance
MMLU
84.8%自报
MMLU-Pro
70.4%自报
General
IFEval
63.0%自报
PhiBench
56.2%自报
LiveBench
47.6%自报
Math
MGSM
80.6%自报
MATH
80.4%自报
DROP
75.5%自报
Reasoning
HumanEval+
82.8%自报
AA 评测指数
Math Index18.0
Intelligence Index4.9
Math 5000.8
Mmlu Pro0.7
Gpqa0.6
Scicode0.3
Ifbench0.2
Livecodebench0.2
Aime 250.2
Aime0.1
Hle0.0
Terminalbench Hard0.0
Lcr0.0
Tau20.0
LLM Stats 分类评分
Language80
Legal80
Finance80
Healthcare80
Code80
Creativity80
Writing80
Math70
Reasoning70
Instruction Following60
Physics60
Structured Output60
General60
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40.8
首Token延迟0.47s
首回答延迟0.47s
供应商价格排行
供应商价格排行
3 个供应商
最便宜: Microsoft最贵: Azure
供应商输入输出
1Microsoft主要
$0.125
$0.5
2Azure Cognitive Services
$0.17
$0.68
3Azure
$0.17
$0.68
比较该模型在不同 API 供应商之间的定价。