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L3 SnowStorm 4x8B by xxx777xxxASD

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  Autotrain compatible   Conversational   En   Endpoints compatible   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/xxx777xxxASD/L3_SnowStorm_4x8B 

L3 SnowStorm 4x8B Benchmarks

ARC: 62.97 vs 96.7 (so35)-34.9%
HellaSwag: 80.96 vs 95.3 (gpt4)-15%
MMLU: 67.62 vs 88.3 (so35)-23.4%
TruthfulQA: 52.32 vs 59 (gpt4)-11.3%
WinoGrande: 75.53 vs 87.5 (gpt4)-13.7%
GSM8K: 63.84 vs 96.4 (so35)-33.8%
LLME Score: 0.20283
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
L3 SnowStorm 4x8B (xxx777xxxASD/L3_SnowStorm_4x8B)

L3 SnowStorm 4x8B Parameters and Internals

Model Type 
moe
Additional Notes 
Experimental RP-oriented MoE, the idea was to get a model that would be equal to or better than Mixtral 8x7B and it's finetunes in RP/ERP tasks.
Input Output 
Input Format:
Llama 3
LLM NameL3 SnowStorm 4x8B
Repository 🤗https://huggingface.co/xxx777xxxASD/L3_SnowStorm_4x8B 
Model Size24.9b
Required VRAM49.9 GB
Updated2025-02-22
Maintainerxxx777xxxASD
Model Typemixtral
Model Files  3.9 GB: 1-of-13   3.9 GB: 2-of-13   3.9 GB: 3-of-13   3.9 GB: 4-of-13   3.9 GB: 5-of-13   4.0 GB: 6-of-13   4.0 GB: 7-of-13   3.9 GB: 8-of-13   3.9 GB: 9-of-13   3.9 GB: 10-of-13   3.9 GB: 11-of-13   3.9 GB: 12-of-13   2.9 GB: 13-of-13
Supported Languagesen
Model ArchitectureMixtralForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.41.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|begin_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

Best Alternatives to L3 SnowStorm 4x8B

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Likes
L3.1 MoE 4x8B V0.1128K / 50.1 GB423
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Llama Salad 4x8B V38K / 50.1 GB45
...oE 4x8B Dark Planet Rising 25B8K / 50.1 GB220
...x8B Dark Planet Rebel FURY 25B8K / 50.1 GB190
L3 MoE 4X8B Grand Horror 25B8K / 50.1 GB160
OpenCrystal V4 L3 4x8B8K / 50 GB132
L3 SnowStorm V1.15 4x8B B8K / 49.9 GB5811
L3 SnowStorm V1.15 4x8B A8K / 49.9 GB541
Note: green Score (e.g. "73.2") means that the model is better than xxx777xxxASD/L3_SnowStorm_4x8B.

Rank the L3 SnowStorm 4x8B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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