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WizardCoder 15B 1.0 GGML by TheBloke

 »  All LLMs  »  TheBloke  »  WizardCoder 15B 1.0 GGML   URL Share it on

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  Ggml   Quantized   Region:us   Starcoder
Model Card on HF 🤗: https://huggingface.co/TheBloke/WizardCoder-15B-1.0-GGML 

WizardCoder 15B 1.0 GGML Benchmarks

LLME Score: 0.09626
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
WizardCoder 15B 1.0 GGML (TheBloke/WizardCoder-15B-1.0-GGML)
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WizardCoder 15B 1.0 GGML Parameters and Internals

Model Type 
code LLM
Use Cases 
Areas:
research, coding tasks
Applications:
code generation, software development, programming assistance
Primary Use Cases:
writing and completing code-related tasks
Limitations:
Primarily focused on English coding instructions
Additional Notes 
The model is fine-tuned from StarCoder with modified hyperparameters.
Supported Languages 
programming_languages (Python, Java, etc. (code-related instructions))
Training Details 
Data Sources:
code instruction data
Data Volume:
78k evolved code instructions
Methodology:
Utilizing the Evol-Instruct method
Context Length:
2048
Model Architecture:
LLM with Evol-Instruct adaptation for coding tasks
Input Output 
Input Format:
Customized prompt for code-related tasks.
Accepted Modalities:
text
Output Format:
text
LLM NameWizardCoder 15B 1.0 GGML
Repository 🤗https://huggingface.co/TheBloke/WizardCoder-15B-1.0-GGML 
Base Model(s)  ...ider Natsql Wizard Coder Qlora   richardr1126/spider-natsql-wizard-coder-qlora
Model Size15b
Required VRAM10.7 GB
Updated2025-09-23
MaintainerTheBloke
Model Typestarcoder
Model Files  10.7 GB   11.9 GB   13.1 GB   14.3 GB   20.1 GB
GGML QuantizationYes
Quantization Typeggml
Model ArchitectureAutoModel
Licensebigcode-openrail-m

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Rank the WizardCoder 15B 1.0 GGML 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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