Phi-4 Mini Instruct
MicrosoftPhi開源權重MIT · 商用許可
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.
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
16
general
12
coding
18
reasoning
20
science估算
16
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
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 分類評分
Math70
Psychology70
Reasoning70
Language60
Legal60
Finance60
General60
Healthcare60
Physics50
Creativity50
Biology30
Chemistry30
Writing30
定價
輸入價格免費
輸出價格免費
混合價格(3:1)免費
快取讀取價格$0.08 / 1M tokens
速度
Tokens/秒46.2
首Token延遲0.40s
首回答延遲0.40s
供應商價格排行
供應商價格排行
4 個供應商
最便宜: Azure Cognitive Services最貴: NanoGPT
供應商輸入輸出
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
比較該模型在不同 API 供應商之間的定價。