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Llama 3.2 Instruct 3B

MetaLlamaOpen WeightLlama 3.2 Community License

描述

Llama 3.2 3B Instruct is a large language model that supports a context length of 128K tokens and are state-of-the-art in their class for on-device use cases like summarization, instruction following, and rewriting tasks running locally at the edge.

发布日期
2024-09-25
参数规模
3.2B
上下文长度
131K
支持模态
text

能力雷达图

17
general
8
coding
13
reasoning
14
science估算
50
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
代码能力榜450
6.0
AA
通用能力榜440
19.0
AA
数学推理332
12.0
AA
推理能力45
70.0
LS
科学能力466
12.0
AA

基准测试分数 (LLM Stats)

Biology

GPQA32.8%自报

Finance

MMLU63.4%自报

General

ARC-C78.6%自报
IFEval77.4%自报
BFCL v267.0%自报
Nexus34.3%自报

Language

Open-rewrite40.1%自报
TLDR9+ (test)19.0%自报

Long Context

NIH/Multi-needle84.7%自报
InfiniteBench/En.MC63.3%自报
InfiniteBench/En.QA19.8%自报

Math

GSM8k77.7%自报
MGSM58.2%自报
MATH48.0%自报

Reasoning

HellaSwag69.8%自报

AA 评测指数

Intelligence Index
9.7
Math Index
3.3
Math 500
0.5
Mmlu Pro
0.3
Ifbench
0.3
Gpqa
0.3
Tau2
0.2
Livecodebench
0.1
Aime
0.1
Hle
0.1
Scicode
0.1
Aime 25
0.0
Lcr
0.0

LLM Stats 分类评分

Structured Output
80
Instruction Following
80
Finance
60
General
60
Healthcare
60
Language
60
Legal
60
Math
60
Reasoning
60
Tool Calling
50
Biology
30
Chemistry
30
Physics
30

定价

输入价格$0.15 / 1M tokens
输出价格$0.15 / 1M tokens
混合价格(3:1)$0.15 / 1M tokens

速度

Tokens/秒52.1 tokens/s
首Token延迟0.68s
首回答延迟0.68s

可用提供商

(LS 内部计价单位)

暂无提供商数据

外部链接