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Merge Mayhem L3 V2 by saishf

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:elyn-dev/llama-3-so... Base model:resplendentai/aura ... Base model:resplendentai/bluem... Base model:resplendentai/luna ... Base model:resplendentai/rp fo... Base model:resplendentai/smart... Base model:undi95/meta-llama-3...   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/saishf/Merge-Mayhem-L3-V2 

Merge Mayhem L3 V2 Benchmarks

ARC: 61.69 vs 96.7 (so35)-36.2%
HellaSwag: 80.03 vs 95.3 (gpt4)-16%
MMLU: 66.83 vs 88.3 (so35)-24.3%
TruthfulQA: 51.5 vs 59 (gpt4)-12.7%
WinoGrande: 74.9 vs 87.5 (gpt4)-14.4%
GSM8K: 0.08 vs 96.4 (so35)-99.9%
LLME Score: 0.22745
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Merge Mayhem L3 V2 (saishf/Merge-Mayhem-L3-V2)

Merge Mayhem L3 V2 Parameters and Internals

Model Type 
text generation
Additional Notes 
The model is harsh in tone and attempts to be a recreation of ResplendentAI/SOVL_Llama3_8B keeping it smarter.
Training Details 
Methodology:
Model Stock Merge Method
LLM NameMerge Mayhem L3 V2
Repository 🤗https://huggingface.co/saishf/Merge-Mayhem-L3-V2 
Base Model(s)  Meta Llama 3 8B Instruct Hf   RP Format QuoteAsterisk Llama3   Meta Llama 3 8B Instruct Hf   Smarts Llama3   Meta Llama 3 8B Instruct Hf   Luna Llama3   Meta Llama 3 8B Instruct Hf   BlueMoon Llama3   Llama 3 Soliloquy 8B V2   Meta Llama 3 8B Instruct Hf   Aura Llama3   Undi95/Meta-Llama-3-8B-Instruct-hf   ResplendentAI/RP_Format_QuoteAsterisk_Llama3   Undi95/Meta-Llama-3-8B-Instruct-hf   ResplendentAI/Smarts_Llama3   Undi95/Meta-Llama-3-8B-Instruct-hf   ResplendentAI/Luna_Llama3   Undi95/Meta-Llama-3-8B-Instruct-hf   ResplendentAI/BlueMoon_Llama3   openlynn/Llama-3-Soliloquy-8B-v2   Undi95/Meta-Llama-3-8B-Instruct-hf   ResplendentAI/Aura_Llama3
Merged ModelYes
Model Size8b
Required VRAM16 GB
Updated2024-12-22
Maintainersaishf
Model Typellama
Instruction-BasedYes
Model Files  4.0 GB: 1-of-5   3.9 GB: 2-of-5   3.9 GB: 3-of-5   3.9 GB: 4-of-5   0.3 GB: 5-of-5
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length24576
Model Max Length24576
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than saishf/Merge-Mayhem-L3-V2.

Rank the Merge Mayhem L3 V2 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241217
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