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SOVL Mega Mash V2 L3 8B by saishf

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:saishf/neural-sovli... Base model:saishf/sovlish-maid...   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/saishf/SOVL-Mega-Mash-V2-L3-8B 

SOVL Mega Mash V2 L3 8B Benchmarks

ARC: 63.23 vs 96.7 (so35)-34.6%
HellaSwag: 80.35 vs 95.3 (gpt4)-15.7%
MMLU: 68.27 vs 88.3 (so35)-22.7%
TruthfulQA: 53.21 vs 59 (gpt4)-9.8%
WinoGrande: 76.09 vs 87.5 (gpt4)-13%
GSM8K: 66.79 vs 96.4 (so35)-30.7%
LLME Score: 0.20492
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 V2 L3 8B (saishf/SOVL-Mega-Mash-V2-L3-8B)

SOVL Mega Mash V2 L3 8B Parameters and Internals

Additional Notes 
This model is a merge of multiple pre-trained language models.
Training Details 
Methodology:
Model Stock merge method
LLM NameSOVL Mega Mash V2 L3 8B
Repository 🤗https://huggingface.co/saishf/SOVL-Mega-Mash-V2-L3-8B 
Base Model(s)  SOVLish Maid L3 8B   Neural SOVLish Devil 8B L3   Merge Mayhem L3 V2   saishf/Merge-Mayhem-L3-V2.1   saishf/SOVLish-Maid-L3-8B   saishf/Neural-SOVLish-Devil-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 Version4.41.1
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 saishf/SOVL-Mega-Mash-V2-L3-8B.

Rank the SOVL Mega Mash V2 L3 8B Capabilities

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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