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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.

发布日期
2024-08-23
参数规模
60.0B
上下文长度
支持模态

能力雷达图

70
general
70
coding
70
reasoning
34
science估算
0
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

领域#排名分数来源
推理能力21
84.0
LS

基准测试分数 (LLM Stats)

Biology

GPQA36.8%自报

Code

RepoQA85.0%自报
HumanEval70.7%自报

Creativity

Social IQa78.0%自报
Arena Hard37.9%自报

Finance

MMLU78.9%自报
TruthfulQA77.5%自报
MMLU-Pro45.3%自报

General

ARC-C91.0%自报
OpenBookQA89.6%自报
PIQA88.6%自报
MBPP0.81 / 100自报
MMMLU69.9%自报

Language

BoolQ84.6%自报
MEGA XStoryCloze82.8%自报
Winogrande81.3%自报
BIG-Bench Hard79.1%自报
MEGA XCOPA76.6%自报
MEGA TyDi QA67.1%自报
MEGA MLQA65.3%自报
MEGA UDPOS60.4%自报
SQuALITY24.1%自报

Long Context

RULER87.1%自报
Qasper40.0%自报
GovReport26.4%自报
QMSum19.9%自报
SummScreenFD16.9%自报

Math

GSM8k88.7%自报
MATH59.5%自报
MGSM58.7%自报

Reasoning

HellaSwag83.8%自报

AA 评测指数

暂无 AA 评测数据

LLM Stats 分类评分

Psychology
80
Code
70
Finance
70
General
70
Healthcare
70
Language
70
Legal
70
Math
70
Reasoning
70
Creativity
60
Long Context
60
Physics
60
Writing
40
Biology
40
Chemistry
40
Summarization
20

定价

暂无定价数据

速度

暂无速度数据

可用提供商

(LS 内部计价单位)

暂无提供商数据

外部链接