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Llama 3 Merge Avalon 8B by grimjim

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  Merged Model   Autotrain compatible Base model:grimjim/llama-3-mer... Base model:nbeerbower/llama-3-...   Conversational   En   Endpoints compatible   Llama   Llama-3   Meta   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/grimjim/llama-3-merge-avalon-8B 

Llama 3 Merge Avalon 8B Benchmarks

ARC: 65.1 vs 96.7 (so35)-32.7%
HellaSwag: 82.47 vs 95.3 (gpt4)-13.5%
MMLU: 67.75 vs 88.3 (so35)-23.3%
TruthfulQA: 55.22 vs 59 (gpt4)-6.4%
WinoGrande: 76.72 vs 87.5 (gpt4)-12.3%
GSM8K: 67.63 vs 96.4 (so35)-29.8%
LLME Score: 0.19679
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Merge Avalon 8B (grimjim/llama-3-merge-avalon-8B)

Llama 3 Merge Avalon 8B Parameters and Internals

Model Type 
text-generation
Supported Languages 
en (unknown)
Training Details 
Methodology:
SLERP merge method
LLM NameLlama 3 Merge Avalon 8B
Repository 🤗https://huggingface.co/grimjim/llama-3-merge-avalon-8B 
Base Model(s)  Llama 3 Merge Virt Req 8B   Llama 3 Slerp Kraut Dragon 8B   grimjim/llama-3-merge-virt-req-8B   nbeerbower/llama-3-slerp-kraut-dragon-8B
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainergrimjim
Model Typellama
Model Files  6.0 GB: 1-of-3   6.0 GB: 2-of-3   4.1 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length8192
Model Max Length8192
Transformers Version4.40.1
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 grimjim/llama-3-merge-avalon-8B.

Rank the Llama 3 Merge Avalon 8B 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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