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Yousei 22B by Envoid

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Yousei 22B is an open-source language model by Envoid. Features: 22b LLM, VRAM: 44.5GB, Context: 4K, LLM Explorer Score: 0.12, Arc: 55.9, HellaSwag: 78.6, MMLU: 52.3, GSM8K: 0.5.

  Arxiv:2306.01708   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Envoid/Yousei-22B 

Yousei 22B Benchmarks

ARC: 55.89 vs 96.7 (so35)-42.2%
HellaSwag: 78.55 vs 95.3 (gpt4)-17.6%
MMLU: 52.31 vs 88.3 (so35)-40.8%
GSM8K: 0.45 vs 96.4 (so35)-99.5%
LLME Score: 0.11936
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yousei 22B (Envoid/Yousei-22B)
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Yousei 22B Parameters and Internals

Model Type 
text generation, instruct prescribed writing, roleplay
Use Cases 
Areas:
research
Applications:
instruct prescribed writing, roleplay
Additional Notes 
It's decent at roleplay although sometimes wavers between chat style output and prose. It shines in instruct prescribed writing.
Input Output 
Input Format:
llama-2 prompt format and alpaca-style format
Accepted Modalities:
text
Output Format:
roleplay chat or prose
Performance Tips:
Switching prompt formats may reduce refusals.
LLM NameYousei 22B
Repository 🤗https://huggingface.co/Envoid/Yousei-22B 
Model Size22b
Required VRAM44.5 GB
Updated2026-05-14
MaintainerEnvoid
Model Typellama
Model Files  10.2 GB: 1-of-5   10.0 GB: 2-of-5   9.9 GB: 3-of-5   9.9 GB: 4-of-5   4.5 GB: 5-of-5
Model ArchitectureLlamaForCausalLM
Context Length4098
Model Max Length4098
Transformers Version4.33.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Envoid/Yousei-22B.

Rank the Yousei 22B 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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