Phi-3.5-MoE-instruct
MicrosoftPhiOpen WeightMIT · Commercial OK
描述
Phi-3.5-MoE-instruct is a mixture-of-experts model with ~42B total parameters (6.6B active) and a 128K context window. It excels at reasoning, math, coding, and multilingual tasks, outperforming larger dense models in many benchmarks. It underwent a thorough safety post-training process (SFT + DPO) and is licensed under MIT. This model is ideal for scenarios where efficiency and high performance are both required, particularly in multi-lingual or reasoning-intensive tasks.
發布日期
2024-08-23
參數規模
60.0B
上下文長度
—
支援模態
—
能力雷達圖
70
general
70
coding
70
reasoning
34
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
| 領域 | #排名 | 分數 | 來源 |
|---|---|---|---|
| 推理能力 | 21 | 84.0 | LS |
基準測試分數 (LLM Stats)
Biology
GPQA
36.8%自報
Code
RepoQA
85.0%自報
HumanEval
70.7%自報
Creativity
Social IQa
78.0%自報
Arena Hard
37.9%自報
Finance
MMLU
78.9%自報
TruthfulQA
77.5%自報
MMLU-Pro
45.3%自報
General
ARC-C
91.0%自報
OpenBookQA
89.6%自報
PIQA
88.6%自報
MBPP
0.81 / 100自報
MMMLU
69.9%自報
Language
BoolQ
84.6%自報
MEGA XStoryCloze
82.8%自報
Winogrande
81.3%自報
BIG-Bench Hard
79.1%自報
MEGA XCOPA
76.6%自報
MEGA TyDi QA
67.1%自報
MEGA MLQA
65.3%自報
MEGA UDPOS
60.4%自報
SQuALITY
24.1%自報
Long Context
RULER
87.1%自報
Qasper
40.0%自報
GovReport
26.4%自報
QMSum
19.9%自報
SummScreenFD
16.9%自報
Math
GSM8k
88.7%自報
MATH
59.5%自報
MGSM
58.7%自報
Reasoning
HellaSwag
83.8%自報
AA 評測指數
暫無 AA 評測資料
LLM Stats 分類評分
Psychology80
Code70
Finance70
General70
Healthcare70
Language70
Legal70
Math70
Reasoning70
Creativity60
Long Context60
Physics60
Writing40
Biology40
Chemistry40
Summarization20
定價
暫無定價資料
速度
暫無速度資料
可用提供商
(LS 內部計價單位)暫無提供商資料