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Llama 3.1 Instruct 8B

MetaLlamaOpen WeightLlama 3.1 Community License

Description

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.

Release Date
2024-07-23
Parameters
8.0B
Context Length
16K
Modalities
text

Capability Radar

22
general
8
coding
14
reasoning
17
scienceest.
50
agents
0
multimodal

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

Rankings

Domain#RankScoreSource
Code Ranking420
10.0
AA
General Ranking418
23.0
AA
Math Reasoning324
14.0
AA
Reasoning26
83.0
LS
Science435
17.0
AA

Benchmark Scores (LLM Stats)

Biology

GPQA30.4%SR

Code

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

Finance

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

General

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

Math

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

Reasoning

API-Bank82.6%SR

AA Evaluation Indices

Intelligence Index
11.8
Coding Index
4.9
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 Category Scores

Structured Output
80
Instruction Following
80
Finance
60
General
60
Healthcare
60
Language
60
Legal
60
Math
60
Reasoning
60
Tool Calling
50
Code
40
Biology
30
Chemistry
30
Physics
30

Pricing

Input Price$0.1 / 1M tokens
Output Price$0.1 / 1M tokens
Blended Price (3:1)$0.1 / 1M tokens

Speed

Tokens/sec188.5 tokens/s
Time to First Token0.47s
Time to Answer0.47s

Available Providers

(LS internal units)

No provider data available

External Sources

LLM Stats