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LLaMa 3 8B First 4 Layers by mergekit-community

 »  All LLMs  »  mergekit-community  »  LLaMa 3 8B First 4 Layers   URL Share it on

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  Merged Model   Autotrain compatible Base model:finetune:nousresear... Base model:nousresearch/meta-l...   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mergekit-community/LLaMa-3-8B-First-4-Layers 

LLaMa 3 8B First 4 Layers Benchmarks

LLME Score: 0.19976
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LLaMa 3 8B First 4 Layers (mergekit-community/LLaMa-3-8B-First-4-Layers)

LLaMa 3 8B First 4 Layers Parameters and Internals

Model Type 
language model
Additional Notes 
This model is a merge of existing pre-trained language models using the passthrough method detailed in the configuration.
Training Details 
Methodology:
Merging using passthrough method.
LLM NameLLaMa 3 8B First 4 Layers
Repository 🤗https://huggingface.co/mergekit-community/LLaMa-3-8B-First-4-Layers 
Base Model(s)  Meta Llama 3 8B   NousResearch/Meta-Llama-3-8B
Merged ModelYes
Model Size8b
Required VRAM3.9 GB
Updated2025-02-22
Maintainermergekit-community
Model Typellama
Model Files  3.9 GB: 1-of-1
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.41.0
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 mergekit-community/LLaMa-3-8B-First-4-Layers.

Rank the LLaMa 3 8B First 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 v20241227
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