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Llama 3.2 Instruct 3B

MetaLlama开源权重Llama 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

13
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469
6.0
AA
通用能力榜467
17.0
AA
数学推理332
12.0
AA
推理能力49
70.0
LS
科学能力490
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
4.2
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

Instruction Following
80
Structured Output
80
Language
60
Legal
60
Math
60
Reasoning
60
Finance
60
General
60
Healthcare
60
Tool Calling
50
Physics
30
Biology
30
Chemistry
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52.3
首Token延迟0.59s
首回答延迟0.59s

供应商价格排行

供应商价格排行

11 个供应商

最便宜: Chutes最贵: Vercel AI Gateway
供应商输入输出
1Chutes最便宜
$0.01
$0.0136
2Inference
$0.02
$0.02
3NovitaAI
$0.03
$0.05
4LLM Gateway
$0.03
$0.05
5NanoGPT
$0.0306
$0.0493
6Cloudflare Workers AI
$0.0509
$0.335
7Kilo Gateway
$0.051
$0.34
8Cloudflare AI Gateway
$0.051
$0.34
9Meta主要
$0.15
$0.15
10Venice AI
$0.15
$0.6
11Vercel AI Gateway
$0.15
$0.15

比较该模型在不同 API 供应商之间的定价。

外部链接