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LLaMA Pro 8B Instruct AWQ by TheBloke

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  4-bit   Autotrain compatible   Awq Base model:quantized:tencentar... Base model:tencentarc/llama-pr...   Conversational   Instruct   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/LLaMA-Pro-8B-Instruct-AWQ 

LLaMA Pro 8B Instruct AWQ Benchmarks

LLME Score: 0.14509
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LLaMA Pro 8B Instruct AWQ (TheBloke/LLaMA-Pro-8B-Instruct-AWQ)
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LLaMA Pro 8B Instruct AWQ Parameters and Internals

Model Type 
llama
Use Cases 
Primary Use Cases:
Ideal for complex NLP challenges, excelling in programming, mathematical reasoning, and general language processing
Limitations:
May encounter difficulties in highly niche or nuanced tasks.
Additional Notes 
This model specializes in programming, coding, and mathematical reasoning.
Training Details 
Data Volume:
Over 80 billion tokens
Methodology:
Innovative block expansion techniques
Model Architecture:
Expansion of the LLaMA2-7B model
Responsible Ai Considerations 
Mitigation Strategies:
Users are advised to consider inherent biases and responsibly manage its application across various fields.
Input Output 
Input Format:
<|user|> {prompt} <|assistant|>
LLM NameLLaMA Pro 8B Instruct AWQ
Repository 🤗https://huggingface.co/TheBloke/LLaMA-Pro-8B-Instruct-AWQ 
Model NameLlama Pro 8B Instruct
Model CreatorARC Lab, Tencent PCG
Base Model(s)  LLaMA Pro 8B Instruct   TencentARC/LLaMA-Pro-8B-Instruct
Model Size8b
Required VRAM4.7 GB
Updated2025-08-20
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  4.7 GB
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.37.0.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 TheBloke/LLaMA-Pro-8B-Instruct-AWQ.

Rank the LLaMA Pro 8B Instruct AWQ 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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