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Llama4Some SOVL 4x8B L3 V1 by saishf

 »  All LLMs  »  saishf  »  Llama4Some SOVL 4x8B L3 V1   URL Share it on

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  Merged Model   Arxiv:2401.04088   Autotrain compatible Base model:saishf/ortho-sovl-8... Base model:saishf/sovlish-maid...   Conversational   Endpoints compatible   Mixtral   Model-index   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/saishf/Llama4Some-SOVL-4x8B-L3-V1 

Llama4Some SOVL 4x8B L3 V1 Benchmarks

ARC: 61.95 vs 96.7 (so35)-35.9%
HellaSwag: 79.38 vs 95.3 (gpt4)-16.7%
MMLU: 65.49 vs 88.3 (so35)-25.8%
TruthfulQA: 51.48 vs 59 (gpt4)-12.7%
WinoGrande: 75.69 vs 87.5 (gpt4)-13.5%
GSM8K: 66.57 vs 96.4 (so35)-30.9%
LLME Score: 0.19894
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama4Some SOVL 4x8B L3 V1 (saishf/Llama4Some-SOVL-4x8B-L3-V1)

Llama4Some SOVL 4x8B L3 V1 Parameters and Internals

Model Type 
text generation
Additional Notes 
This model is a merge of various SOVL models using the Mixture Of Experts method, designed to maximize uniqueness and diversity in outputs.
LLM NameLlama4Some SOVL 4x8B L3 V1
Repository 🤗https://huggingface.co/saishf/Llama4Some-SOVL-4x8B-L3-V1 
Base Model(s)  Ortho SOVL 8B L3   SOVLish Maid L3 8B   saishf/Merge-Mayhem-L3-V2.1   Merge Mayhem L3 V2   saishf/Ortho-SOVL-8B-L3   saishf/SOVLish-Maid-L3-8B   saishf/Merge-Mayhem-L3-V2.1   saishf/Merge-Mayhem-L3-V2
Merged ModelYes
Model Size24.9b
Required VRAM50 GB
Updated2025-02-22
Maintainersaishf
Model Typemixtral
Model Files  9.9 GB: 1-of-6   10.0 GB: 2-of-6   10.0 GB: 3-of-6   9.9 GB: 4-of-6   9.1 GB: 5-of-6   1.1 GB: 6-of-6
Model ArchitectureMixtralForCausalLM
Licensecc-by-nc-4.0
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|begin_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than saishf/Llama4Some-SOVL-4x8B-L3-V1.

Rank the Llama4Some SOVL 4x8B L3 V1 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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