Meta Llama 3 8B Int4 GPTQ Wikitext2 by Xu-Ouyang

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  Arxiv:1910.09700   4-bit   Autotrain compatible   Endpoints compatible   Gptq   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Meta Llama 3 8B Int4 GPTQ Wikitext2 Benchmarks

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 Int4 GPTQ Wikitext2 (Xu-Ouyang/Meta-Llama-3-8B-int4-GPTQ-wikitext2)

Meta Llama 3 8B Int4 GPTQ Wikitext2 Parameters and Internals

LLM NameMeta Llama 3 8B Int4 GPTQ Wikitext2
Repository ๐Ÿค—https://huggingface.co/Xu-Ouyang/Meta-Llama-3-8B-int4-GPTQ-wikitext2 
Model Size8b
Required VRAM5.8 GB
Updated2025-02-01
MaintainerXu-Ouyang
Model Typellama
Model Files  4.7 GB: 1-of-2   1.1 GB: 2-of-2
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.44.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Xu-Ouyang/Meta-Llama-3-8B-int4-GPTQ-wikitext2.

Rank the Meta Llama 3 8B Int4 GPTQ Wikitext2 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 v20241227