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Llama 3.1 8B Pruned 4 Layers by Na0s

 »  All LLMs  »  Na0s  »  Llama 3.1 8B Pruned 4 Layers   URL Share it on

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  Merged Model   Arxiv:1910.09700   Arxiv:2403.17887   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Na0s/Llama-3.1-8B-Pruned-4-Layers 

Llama 3.1 8B Pruned 4 Layers Benchmarks

LLME Score: 0.17256
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.1 8B Pruned 4 Layers (Na0s/Llama-3.1-8B-Pruned-4-Layers)
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Llama 3.1 8B Pruned 4 Layers Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model was created using the passthrough merge method with the mergekit tool.
LLM NameLlama 3.1 8B Pruned 4 Layers
Repository 🤗https://huggingface.co/Na0s/Llama-3.1-8B-Pruned-4-Layers 
Merged ModelYes
Model Size8b
Required VRAM13.9 GB
Updated2025-09-08
MaintainerNa0s
Model Typellama
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.9 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.43.3
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Na0s/Llama-3.1-8B-Pruned-4-Layers.

Rank the Llama 3.1 8B Pruned 4 Layers 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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Release v20241124
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