Deepsex 34B 4bpw H8 EXL2 by Redwood0

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  Custom code   Dataset:lemonilia/limarp   Dataset:pygmalionai/pippa   En   Exl2   Feature-extraction   Pytorch   Quantized   Region:us   Roleplay   Sharded   Tensorflow   Yi

Deepsex 34B 4bpw H8 EXL2 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepsex 34B 4bpw H8 EXL2 (Redwood0/deepsex-34b-4bpw-h8-exl2)

Deepsex 34B 4bpw H8 EXL2 Parameters and Internals

Model Type 
text generation, role-play
Additional Notes 
Model is proficient in role-playing skills and handles NSFW content well.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
light novels, nsfw novels, limarp+pippa dataset
Data Volume:
4GB of various light novels
Methodology:
performed similarity deduplication, used qlora for fine-tuning, cleaned and scored Q&A pairs
Context Length:
4096
Input Output 
Input Format:
alpaca format
Output Format:
role-playing responses
LLM NameDeepsex 34B 4bpw H8 EXL2
Repository ๐Ÿค—https://huggingface.co/Redwood0/deepsex-34b-4bpw-h8-exl2 
Model Size34b
Required VRAM18.1 GB
Updated2024-12-26
MaintainerRedwood0
Model TypeYi
Model Files  8.5 GB: 1-of-3   8.5 GB: 2-of-3   1.1 GB: 3-of-3
Supported Languagesen
Quantization Typeexl2
Model ArchitectureYiForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.34.1
Tokenizer ClassYiTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16

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Rank the Deepsex 34B 4bpw H8 EXL2 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 v20241217