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Llama 2 13B Hf by NousResearch

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Model Card on HF 🤗: https://huggingface.co/NousResearch/Llama-2-13b-hf 

Llama 2 13B Hf Benchmarks

MMLU Pro: 15.44
GPQA: 3.02
MUSR: 8.53
BBH: 18.21
IFEval: 26.68 vs 88 (so35)-69.7%
MATH Lvl 5: 1.13
LLME Score: 0.21842
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 (NousResearch/Llama-2-13b-hf)

Llama 2 13B Hf Parameters and Internals

Model Type 
generative, text
Use Cases 
Primary Use Cases:
dialogue, natural language generation
Limitations:
testing conducted in English only, potential inaccurate or biased responses
Considerations:
Perform safety testing and tuning tailored to applications of the model.
Training Details 
Data Sources:
publicly available online data
Data Volume:
2 trillion tokens
Methodology:
auto-regressive language model
Hardware Used:
Meta's Research Super Cluster, A100-80GB GPUs
Model Architecture:
transformer architecture, supervised fine-tuning, reinforcement learning with human feedback
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Follow specific formatting, including INST, <>, BOS, EOS for chat versions.
LLM NameLlama 2 13B Hf
Repository 🤗https://huggingface.co/NousResearch/Llama-2-13b-hf 
Model Size13b
Required VRAM26 GB
Updated2024-12-21
MaintainerNousResearch
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3   10.0 GB: 1-of-6   9.9 GB: 2-of-6   9.9 GB: 3-of-6   9.9 GB: 4-of-6   9.9 GB: 5-of-6   2.5 GB: 6-of-6
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
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

Quantized Models of the Llama 2 13B Hf

Model
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VRAM
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...V1.1 Mistral 7B 5.0bpw H6 EXL21164 GB

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Rank the Llama 2 13B Hf 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
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