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Llama 3.1 Instruct 8B

MetaLlama开源权重Llama 3.1 Community License

描述

Llama 3.1 8B Instruct is a multilingual large language model optimized for dialogue use cases. It features a 128K context length, state-of-the-art tool use, and strong reasoning capabilities.

发布日期
2024-07-23
参数规模
8.0B
上下文长度
131K
支持模态
text

能力雷达图

18
general
12
coding
14
reasoning
17
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440
11.0
AA
通用能力榜435
22.0
AA
数学推理324
14.0
AA
推理能力28
83.0
LS
科学能力464
16.0
AA

基准测试分数 (LLM Stats)

Biology

GPQA30.4%自报

Code

HumanEval72.6%自报
Gorilla Benchmark API Bench8.2%自报

Finance

MMLU (CoT)73.0%自报
MMLU69.4%自报
MMLU-Pro48.3%自报

General

ARC-C83.4%自报
IFEval80.4%自报
BFCL76.1%自报
MBPP EvalPlus (base)72.8%自报
Multipl-E MBPP52.4%自报
Multipl-E HumanEval50.8%自报
Nexus38.5%自报

Math

GSM-8K (CoT)84.5%自报
Multilingual MGSM (CoT)68.9%自报
DROP59.5%自报
MATH (CoT)51.9%自报

Reasoning

API-Bank82.6%自报

AA 评测指数

Intelligence Index
6.1
Math Index
4.3
Math 500
0.5
Mmlu Pro
0.5
Ifbench
0.3
Gpqa
0.3
Tau2
0.2
Lcr
0.2
Scicode
0.1
Livecodebench
0.1
Aime
0.1
Hle
0.1
Aime 25
0.0
Terminalbench Hard
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
Code
40
Physics
30
Biology
30
Chemistry
30

定价

输入价格$0.1 / 1M tokens
输出价格$0.1 / 1M tokens
混合价格(3:1)$0.1 / 1M tokens

速度

Tokens/秒201.0
首Token延迟0.51s
首回答延迟0.51s

供应商价格排行

供应商价格排行

23 个供应商

最便宜: NanoGPT最贵: Azure
供应商输入输出
1NanoGPT最便宜
$0.02
$0.03
2Abacus
$0.02
$0.05
3OpenRouter
$0.02
$0.03
4NovitaAI
$0.02
$0.05
5Kilo Gateway
$0.02
$0.05
6Helicone
$0.02
$0.05
7Inference
$0.025
$0.025
8Groq
$0.05
$0.08
9Regolo AI
$0.05
$0.25
10Meta主要
$0.1
$0.1
11Poe
$0.1
$0.1
12Friendli
$0.1
$0.1
13OVHcloud AI Endpoints
$0.11
$0.11
14Cloudflare Workers AI
$0.152
$0.287
15STACKIT
$0.16
$0.27
16Synthetic
$0.2
$0.2
17Weights & Biases
$0.22
$0.22
18Amazon Bedrock
$0.22
$0.22
19Vercel AI Gateway
$0.22
$0.22
20LLM Gateway
$0.22
$0.22
21Cloudflare AI Gateway
$0.28
$0.83
22Azure Cognitive Services
$0.3
$0.61
23Azure
$0.3
$0.61

比较该模型在不同 API 供应商之间的定价。

外部链接