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NousResearch Meta Llama 3 8B HQQ 4bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  NousResearch Meta Llama 3 8B HQQ 4bit Smashed   URL Share it on

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  4bit   Autotrain compatible Base model:finetune:nousresear... Base model:nousresearch/meta-l...   Endpoints compatible   Llama   Pruna-ai   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/PrunaAI/NousResearch-Meta-Llama-3-8B-HQQ-4bit-smashed 

NousResearch Meta Llama 3 8B HQQ 4bit Smashed Benchmarks

LLME Score: 0.18485
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NousResearch Meta Llama 3 8B HQQ 4bit Smashed (PrunaAI/NousResearch-Meta-Llama-3-8B-HQQ-4bit-smashed)

NousResearch Meta Llama 3 8B HQQ 4bit Smashed Parameters and Internals

Model Type 
text generation
Use Cases 
Considerations:
Efficiency depends on specific use-cases.
Additional Notes 
Model format is safetensors. Sync and Async metrics available.
Training Details 
Data Sources:
WikiText
Methodology:
compressed with hqq
Input Output 
Input Format:
text prompt
Accepted Modalities:
text
Output Format:
generated text
Performance Tips:
Ensure recent python, cuda, and transformers versions are used.
LLM NameNousResearch Meta Llama 3 8B HQQ 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/NousResearch-Meta-Llama-3-8B-HQQ-4bit-smashed 
Base Model(s)  Meta Llama 3 8B   NousResearch/Meta-Llama-3-8B
Model Size8b
Required VRAM5.8 GB
Updated2025-02-05
MaintainerPrunaAI
Model Typellama
Model Files  5.8 GB
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.40.0
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 PrunaAI/NousResearch-Meta-Llama-3-8B-HQQ-4bit-smashed.

Rank the NousResearch Meta Llama 3 8B HQQ 4bit Smashed 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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