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SOVL Mega Mash L3 8B by saishf

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:saishf/ortho-sovl-8... Base model:saishf/sovlish-maid...   Conversational   Endpoints compatible   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/saishf/SOVL-Mega-Mash-L3-8B 

SOVL Mega Mash L3 8B Benchmarks

ARC: 62.03 vs 96.7 (so35)-35.9%
HellaSwag: 79.68 vs 95.3 (gpt4)-16.4%
MMLU: 67.64 vs 88.3 (so35)-23.4%
TruthfulQA: 51.84 vs 59 (gpt4)-12.1%
WinoGrande: 76.16 vs 87.5 (gpt4)-13%
GSM8K: 67.25 vs 96.4 (so35)-30.2%
LLME Score: 0.20189
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SOVL Mega Mash L3 8B (saishf/SOVL-Mega-Mash-L3-8B)

SOVL Mega Mash L3 8B Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model is a merge of all SOVL models, created to be unhinged and wild.
Training Details 
Methodology:
Model Stock merge method using saishf/Ortho-SOVL-8B-L3 as a base.
LLM NameSOVL Mega Mash L3 8B
Repository 🤗https://huggingface.co/saishf/SOVL-Mega-Mash-L3-8B 
Base Model(s)  SOVLish Maid L3 8B   Ortho SOVL 8B L3   Merge Mayhem L3 V2   saishf/Merge-Mayhem-L3-V2.1   saishf/SOVLish-Maid-L3-8B   saishf/Ortho-SOVL-8B-L3   saishf/Merge-Mayhem-L3-V2   saishf/Merge-Mayhem-L3-V2.1
Merged ModelYes
Model Size8b
Required VRAM16 GB
Updated2025-02-22
Maintainersaishf
Model Typellama
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 Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than saishf/SOVL-Mega-Mash-L3-8B.

Rank the SOVL Mega Mash L3 8B 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 v20241227
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