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WizardCoder Guanaco 15B V1.0 by LoupGarou

 »  All LLMs  »  LoupGarou  »  WizardCoder Guanaco 15B V1.0   URL Share it on

  1831   
  Autotrain compatible   Codegen   Dataset:guanaco   En   Endpoints compatible   Gpt bigcode   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/LoupGarou/WizardCoder-Guanaco-15B-V1.0 

WizardCoder Guanaco 15B V1.0 Benchmarks

ARC: 30.46 vs 96.7 (so35)-68.5%
HellaSwag: 45.59 vs 95.3 (gpt4)-52.2%
MMLU: 26.79 vs 88.3 (so35)-69.7%
TruthfulQA: 46.39 vs 59 (gpt4)-21.4%
WinoGrande: 53.12 vs 87.5 (gpt4)-39.3%
GSM8K: 1.44 vs 96.4 (so35)-98.5%
LLME Score: 0.15294
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
WizardCoder Guanaco 15B V1.0 (LoupGarou/WizardCoder-Guanaco-15B-V1.0)
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WizardCoder Guanaco 15B V1.0 Parameters and Internals

Model Type 
text generation, language model
Use Cases 
Areas:
research, commercial applications
Applications:
question answering, essay writing, text summarization, translation
Primary Use Cases:
English language question-answering systems
Limitations:
The model's knowledge is up to date only until the time it was trained, Can produce incorrect or nonsensical responses
Considerations:
Use as a tool to assist in generating text, not as a sole source of truth.
Supported Languages 
English (High)
Training Details 
Data Sources:
openassistant-guanaco dataset
Methodology:
Finetuning using QLORA
Model Architecture:
QLORA on base model
Input Output 
Accepted Modalities:
text
LLM NameWizardCoder Guanaco 15B V1.0
Repository 🤗https://huggingface.co/LoupGarou/WizardCoder-Guanaco-15B-V1.0 
Model Size15b
Required VRAM31 GB
Updated2025-09-27
MaintainerLoupGarou
Model Typegpt_bigcode
Model Files  31.0 GB
Supported Languagesen
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licenseapache-2.0
Model Max Length2048
Transformers Version4.30.0.dev0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49153
Torch Data Typefloat16
Activation Functiongelu

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Note: green Score (e.g. "73.2") means that the model is better than LoupGarou/WizardCoder-Guanaco-15B-V1.0.

Rank the WizardCoder Guanaco 15B V1.0 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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Release v20241124
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