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Llama 2 13B Chat Hf 4bit G64 HQQ by mobiuslabsgmbh

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

  36   1
  4bit   Autotrain compatible   Conversational   Llama   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/mobiuslabsgmbh/Llama-2-13b-chat-hf-4bit_g64-HQQ 

Llama 2 13B Chat Hf 4bit G64 HQQ Benchmarks

LLME Score: 0.1443
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sponsored by Nebius

Llama 2 13B Chat Hf 4bit G64 HQQ Parameters and Internals

Model Type 
text generation
Use Cases 
Primary Use Cases:
Chatbot applications
Limitations:
Only supports single GPU runtime., Not compatible with HuggingFace's PEFT.
Additional Notes 
This model is a quantized version of Llama-2-13B-chat, optimized for efficient usage with reduced precision.
Input Output 
Input Format:
PyTorch tensors after tokenization.
Accepted Modalities:
text
Output Format:
Generated text from processed prompt.
LLM NameLlama 2 13B Chat Hf 4bit G64 HQQ
Repository 🤗https://huggingface.co/mobiuslabsgmbh/Llama-2-13b-chat-hf-4bit_g64-HQQ 
Model Size13b
Required VRAM7.6 GB
Updated2025-03-13
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-chat-hf-4bit_g64-HQQ.

Rank the Llama 2 13B Chat Hf 4bit G64 HQQ Capabilities

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Instruction Following and Task Automation  
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Factuality and Completeness of Knowledge  
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Censorship and Alignment  
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Data Analysis and Insight Generation  
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Text Generation  
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Text Summarization and Feature Extraction  
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Code Generation  
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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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