Phi-4 Mini Instruct
MicrosoftPhiOpen WeightMIT · Commercial OK
描述
Phi 4 Mini Instruct is a lightweight (3.8B parameters) open model built upon synthetic data and filtered web data, focusing on high-quality reasoning. It supports a 128K token context length and is enhanced for instruction adherence and safety via supervised fine-tuning and direct preference optimization.
發布日期
2024-02-26
參數規模
3.8B
上下文長度
128K
支援模態
text
能力雷達圖
19
general
7
coding
18
reasoning
20
science估算
0
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
25.2%自報
Creativity
Social IQa
72.5%自報
Arena Hard
32.8%自報
Finance
MMLU
67.3%自報
TruthfulQA
66.4%自報
MMLU-Pro
52.8%自報
General
ARC-C
83.7%自報
OpenBookQA
79.2%自報
PIQA
77.6%自報
Multilingual MMLU
49.3%自報
Language
BoolQ
81.2%自報
BIG-Bench Hard
70.4%自報
Winogrande
67.0%自報
Math
GSM8k
88.6%自報
MATH
64.0%自報
MGSM
63.9%自報
Reasoning
HellaSwag
69.1%自報
AA 評測指數
Intelligence Index8.4
Math Index6.7
Coding Index3.6
Math 5000.7
Mmlu Pro0.5
Gpqa0.3
Ifbench0.2
Lcr0.1
Livecodebench0.1
Scicode0.1
Tau20.1
Aime 250.1
Hle0.0
Aime0.0
Terminalbench Hard0.0
LLM Stats 分類評分
Math70
Psychology70
Reasoning70
Finance60
General60
Healthcare60
Language60
Legal60
Creativity50
Physics50
Writing30
Biology30
Chemistry30
定價
輸入價格免費
輸出價格免費
混合價格(3:1)免費
速度
Tokens/秒44.6 tokens/s
首Token延遲0.33s
首回答延遲0.33s
可用提供商
(LS 內部計價單位)暫無提供商資料