Phi-4 Mini Instruct
MicrosoftPhi开源权重MIT · 商用许可
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.
发布日期
2024-02-26
参数规模
3.8B
上下文长度
128K
支持模态
text
能力雷达图
16
general
12
coding
18
reasoning
20
science估算
16
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
25.2%自报
Creativity
Social IQa
72.5%自报
Arena Hard
32.8%自报
Finance
MMLU
67.3%自报
TruthfulQA
66.4%自报
MMLU-Pro
52.8%自报
General
ARC-C
83.7%自报
OpenBookQA
79.2%自报
PIQA
77.6%自报
Multilingual MMLU
49.3%自报
Language
BoolQ
81.2%自报
BIG-Bench Hard
70.4%自报
Winogrande
67.0%自报
Math
GSM8k
88.6%自报
MATH
64.0%自报
MGSM
63.9%自报
Reasoning
HellaSwag
69.1%自报
AA 评测指数
Math Index6.7
Intelligence Index3.0
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 分类评分
Math70
Psychology70
Reasoning70
Language60
Legal60
Finance60
General60
Healthcare60
Physics50
Creativity50
Biology30
Chemistry30
Writing30
定价
输入价格免费
输出价格免费
混合价格(3:1)免费
缓存读取价格$0.08 / 1M tokens
速度
Tokens/秒46.2
首Token延迟0.40s
首回答延迟0.40s
供应商价格排行
供应商价格排行
4 个供应商
最便宜: Azure Cognitive Services最贵: NanoGPT
供应商输入输出
1Azure Cognitive Services最便宜
$0.075
$0.3
2Azure
$0.075
$0.3
3Weights & Biases
$0.08
$0.35
4NanoGPT
$0.17
$0.68
比较该模型在不同 API 供应商之间的定价。