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Code 13B GPTQ by TheBloke

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Code 13B GPTQ is an open-source language model by TheBloke. Features: 13b LLM, VRAM: 7.3GB, Context: 4K, License: cc-by-nc-nd-4.0, Quantized, LLM Explorer Score: 0.11.

  4-bit Base model:ajibawa-2023/code-1... Base model:quantized:ajibawa-2...   Code   En   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Code-13B-GPTQ 

Code 13B GPTQ Benchmarks

LLME Score: 0.10678
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Code 13B GPTQ (TheBloke/Code-13B-GPTQ)
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Code 13B GPTQ Parameters and Internals

Model Type 
llama
Additional Notes 
Model can generate code in various programming languages along with explanations.
Supported Languages 
en (excellent)
Training Details 
Data Sources:
Python-Code-23k-ShareGPT, Code-74k-ShareGPT
Data Volume:
74000 sets of codes
Methodology:
Trained on Azure 4 x A100 80GB with DeepSpeed, 3 epochs
Training Time:
42 hours
Hardware Used:
Azure 4 x A100 80GB
Model Architecture:
Base Llama-2 model used for training
LLM NameCode 13B GPTQ
Repository 🤗https://huggingface.co/TheBloke/Code-13B-GPTQ 
Model NameCode 13B
Model CreatorFeynman Innovations
Base Model(s)  Code 13B   ajibawa-2023/Code-13B
Model Size13b
Required VRAM7.3 GB
Updated2026-04-25
MaintainerTheBloke
Model Typellama
Model Files  7.3 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-nd-4.0
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 Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Code-13B-GPTQ.

Rank the Code 13B GPTQ 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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