Llama 2 13B Chat Hf by 4bit

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Llama 2 13B Chat Hf Benchmarks

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 Chat Hf (4bit/Llama-2-13b-chat-hf)
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Llama 2 13B Chat Hf Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
commercial, research
Applications:
natural language generation, assistant-like chat
Limitations:
Testing conducted in English; may produce inaccurate, biased or objectionable responses., Use in any manner that violates applicable laws or regulations.
Considerations:
Specific formatting needs to be followed for expected features and performance.
Additional Notes 
Pretraining data cutoff is September 2022, tuning data up to July 2023.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
publicly available online data
Data Volume:
2.0 trillion tokens
Methodology:
Uses supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF)
Context Length:
4000
Hardware Used:
Meta's Research Super Cluster, A100-80GB GPUs
Model Architecture:
Optimized transformer architecture
Responsible Ai Considerations 
Accountability:
Developers should perform safety testing and tuning tailored to their specific applications of the model.
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Use specific formatting including `INST` and `<>` tags, `BOS` and `EOS` tokens.
LLM NameLlama 2 13B Chat Hf
Repository ๐Ÿค—https://huggingface.co/4bit/Llama-2-13b-chat-hf 
Model Size13b
Required VRAM26 GB
Updated2025-09-23
Maintainer4bit
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.31.0.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 4bit/Llama-2-13b-chat-hf.

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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