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Llama 2 13B Hf 4bit G64 HQQ by mobiuslabsgmbh

 »  All LLMs  »  mobiuslabsgmbh  »  Llama 2 13B Hf 4bit G64 HQQ   URL Share it on

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  4bit   Autotrain compatible   Llama   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/mobiuslabsgmbh/Llama-2-13b-hf-4bit_g64-HQQ 

Llama 2 13B Hf 4bit G64 HQQ Benchmarks

LLME Score: 0.1188
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 13B Hf 4bit G64 HQQ (mobiuslabsgmbh/Llama-2-13b-hf-4bit_g64-HQQ)
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Llama 2 13B Hf 4bit G64 HQQ Parameters and Internals

Model Type 
text-generation
Use Cases 
Limitations:
Only supports single GPU runtime., Not compatible with HuggingFace's PEFT.
Additional Notes 
Quantized version with matching perplexity to AWQ without data for calibration.
Training Details 
Methodology:
Quantization to 4-bit using Half-Quadratic Quantization (HQQ)
LLM NameLlama 2 13B Hf 4bit G64 HQQ
Repository 🤗https://huggingface.co/mobiuslabsgmbh/Llama-2-13b-hf-4bit_g64-HQQ 
Model Size13b
Required VRAM7.6 GB
Updated2025-09-23
Maintainermobiuslabsgmbh
Model Typellama
Model Files  7.6 GB
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.35.2
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 mobiuslabsgmbh/Llama-2-13b-hf-4bit_g64-HQQ.

Rank the Llama 2 13B Hf 4bit G64 HQQ 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 v20241124
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