Phi-4
MicrosoftPhi開源權重MIT · 商用許可
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.
發布日期
2024-12-12
參數規模
14.7B
上下文長度
16K
支援模態
text
能力雷達圖
25
general
24
coding
30
reasoning
36
science估算
28
agents
0
multimodal
Science 在缺少專門科學評測時使用推理能力代理估算。
排行榜排名
基準測試分數 (LLM Stats)
Biology
GPQA
56.1%自報
Code
HumanEval
82.6%自報
Creativity
Arena Hard
75.4%自報
Factuality
SimpleQA
3.0%自報
Finance
MMLU
84.8%自報
MMLU-Pro
70.4%自報
General
IFEval
63.0%自報
PhiBench
56.2%自報
LiveBench
47.6%自報
Math
MGSM
80.6%自報
MATH
80.4%自報
DROP
75.5%自報
Reasoning
HumanEval+
82.8%自報
AA 評測指數
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 分類評分
Language80
Legal80
Finance80
Healthcare80
Code80
Creativity80
Writing80
Math70
Reasoning70
Instruction Following60
Physics60
Structured Output60
General60
Biology60
Chemistry60
Factuality0
定價
輸入價格$0.125 / 1M tokens
輸出價格$0.5 / 1M tokens
混合價格(3:1)$0.219 / 1M tokens
速度
Tokens/秒40.8
首Token延遲0.47s
首回答延遲0.47s
供應商價格排行
供應商價格排行
3 個供應商
最便宜: Microsoft最貴: Azure
供應商輸入輸出
1Microsoft主要
$0.125
$0.5
2Azure Cognitive Services
$0.17
$0.68
3Azure
$0.17
$0.68
比較該模型在不同 API 供應商之間的定價。