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Llama 3.1 Instruct 70B

MetaLlamaOpen WeightLlama 3.1 Community License

Description

Llama 3.1 70B Instruct is a large language model optimized for multilingual dialogue use cases. It outperforms many available open source and closed chat models on common industry benchmarks.

Release Date
2024-07-23
Parameters
70.0B
Context Length
131K
Modalities
text

Capability Radar

25
general
24
coding
20
reasoning
29
scienceest.
70
agents
0
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Code Ranking422
13.0
AA
General Ranking393
28.0
AA
Math Reasoning306
19.0
AA
Reasoning10
90.0
LS
Science381
29.0
AA

Benchmark Scores (LLM Stats)

Biology

GPQA41.7%SR

Code

HumanEval80.5%SR
Gorilla Benchmark API Bench29.7%SR

Finance

MMLU (CoT)86.0%SR
MMLU83.6%SR
MMLU-Pro66.4%SR

General

ARC-C94.8%SR
IFEval87.5%SR
MBPP ++ base version86.0%SR
BFCL84.8%SR
Multipl-E HumanEval65.5%SR
Multipl-E MBPP62.0%SR
Nexus56.7%SR

Math

GSM-8K (CoT)95.1%SR
Multilingual MGSM (CoT)86.9%SR
DROP79.6%SR
MATH (CoT)68.0%SR

Reasoning

API-Bank90.0%SR

AA Evaluation Indices

Intelligence Index
6.8
Math Index
4.0
Mmlu Pro
0.7
Math 500
0.6
Gpqa
0.4
Ifbench
0.3
Scicode
0.3
Livecodebench
0.2
Aime
0.2
Tau2
0.2
Lcr
0.1
Hle
0.0
Aime 25
0.0
Terminalbench Hard
0.0

LLM Stats Category Scores

Structured Output
90
Instruction Following
90
Math
80
Language
80
Legal
80
Finance
80
Healthcare
80
Reasoning
70
General
70
Tool Calling
70
Code
60
Physics
40
Biology
40
Chemistry
40

Pricing

Input Price$0.56 / 1M tokens
Output Price$0.56 / 1M tokens
Blended Price (3:1)$0.56 / 1M tokens

Speed

Tokens/sec36.3
Time to First Token0.61s
Time to Answer0.61s

Provider Price Ranking

Provider Price Ranking

9 providers

Cheapest: OpenRouterMost Expensive: Azure
ProviderInputOutput
1OpenRouterCheapest
$0.4
$0.4
2Kilo Gateway
$0.4
$0.4
3MetaPRIMARY
$0.56
$0.56
4Vercel AI Gateway
$0.72
$0.72
5LLM Gateway
$0.72
$0.72
6Weights & Biases
$0.8
$0.8
7Synthetic
$0.9
$0.9
8Azure Cognitive Services
$2.68
$3.54
9Azure
$2.68
$3.54

Compare pricing across different API providers for this model.

External Sources