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CodeUp Llama 2 13B Chat HF GGUF by TheBloke

 »  All LLMs  »  TheBloke  »  CodeUp Llama 2 13B Chat HF GGUF   URL Share it on

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  Arxiv:2106.09685 Base model:juyongjiang/codeup-... Base model:quantized:juyongjia...   Codegen   En   Gguf   Llama   Multilingual-code-generation   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/TheBloke/CodeUp-Llama-2-13B-Chat-HF-GGUF 

CodeUp Llama 2 13B Chat HF GGUF Benchmarks

LLME Score: 0.11963
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeUp Llama 2 13B Chat HF GGUF (TheBloke/CodeUp-Llama-2-13B-Chat-HF-GGUF)
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CodeUp Llama 2 13B Chat HF GGUF Parameters and Internals

Model Type 
text-to-code, multilingual-code-generation
Use Cases 
Areas:
Research, Commercial Applications
Applications:
Code generation, Multilingual code translation
Primary Use Cases:
Generating code based on natural language instructions
Additional Notes 
Fit for academic budget and consumer hardware.
Supported Languages 
English (High proficiency), Python (High proficiency)
Training Details 
Data Sources:
Code Alpaca, data/new_codealpaca.json
Data Volume:
19,000 instructions
Methodology:
Parameter-efficient Instruction-Tuning
Hardware Used:
Single RTX 3090
Model Architecture:
Llama 2 with Alpaca-LoRA for PEFT
Input Output 
Input Format:
Instruction describes a task in text.
Accepted Modalities:
text
Output Format:
Code in specified programming language
LLM NameCodeUp Llama 2 13B Chat HF GGUF
Repository 🤗https://huggingface.co/TheBloke/CodeUp-Llama-2-13B-Chat-HF-GGUF 
Model NameCodeUp Llama 2 13B Chat HF
Model CreatorDeepSE
Base Model(s)  CodeUp Llama 2 13B Chat Hf   deepse/CodeUp-Llama-2-13b-chat-hf
Model Size13b
Required VRAM5.4 GB
Updated2025-09-21
MaintainerTheBloke
Model Typellama
Model Files  5.4 GB   6.9 GB   6.3 GB   5.7 GB   7.4 GB   7.9 GB   7.4 GB   9.0 GB   9.2 GB   9.0 GB   10.7 GB   13.8 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseopenrail++

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeUp-Llama-2-13B-Chat-HF-GGUF.

Rank the CodeUp Llama 2 13B Chat HF GGUF Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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