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Meta Llama 3 8B Instruct by meta-llama

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Meta Llama 3 8B Instruct Benchmarks

MMLU Pro: 27.56
GPQA: 11.07
MUSR: 1.6
BBH: 23.65
IFEval: 38.09 vs 88 (so35)-56.7%
ARC: 60.75 vs 96.7 (so35)-37.2%
HellaSwag: 78.55 vs 95.3 (gpt4)-17.6%
MMLU: 67.07 vs 88.3 (so35)-24%
TruthfulQA: 51.65 vs 59 (gpt4)-12.5%
WinoGrande: 74.51 vs 87.5 (gpt4)-14.8%
GSM8K: 68.69 vs 96.4 (so35)-28.7%
MATH Lvl 5: 5.36
LLME Score: 0.57777
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Meta Llama 3 8B Instruct Parameters and Internals

LLM NameMeta Llama 3 8B Instruct
Repository 🤗https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct 
Model Size8b
Required VRAM16.1 GB
Updated2024-07-15
Maintainermeta-llama
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16
Meta Llama 3 8B Instruct (meta-llama/Meta-Llama-3-8B-Instruct)

Quantized Models of the Meta Llama 3 8B Instruct

Model
Likes
Downloads
VRAM
Llama 3 8B Instruct GPTQ 8 Bit25115479 GB
...ama3 8B Chinese Chat GGUF 8bit1608718 GB
Ai Medical Model 32bit1263542 GB
Meta Llama 3 8B Instruct GGUF7615762 GB
Llama 3 8B Instruct GPTQ 4 Bit2435315 GB
...ama3 8B Chinese Chat GGUF 4bit2211254 GB
...lama3 8B Chinese Chat GGUF F1627125716 GB
Meta Llama 3 8B Instruct GPTQ68015 GB
...eta Llama 3 8B Instruct Zh 10K04216 GB
Meta Llama 3 8B Instruct GGUF46143 GB

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... Instruct Gradient 1048K Agent1024K / 16.1 GB351

Rank the Meta Llama 3 8B Instruct Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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