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WizardCoder Guanaco 15B V1.1 by LoupGarou

 »  All LLMs  »  LoupGarou  »  WizardCoder Guanaco 15B V1.1   URL Share it on

  1903   
  Autotrain compatible   Codegen   Dataset:guanaco   En   Endpoints compatible   Gpt bigcode   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/LoupGarou/WizardCoder-Guanaco-15B-V1.1 

WizardCoder Guanaco 15B V1.1 Benchmarks

ARC: 32.59 vs 96.7 (so35)-66.3%
HellaSwag: 45.42 vs 95.3 (gpt4)-52.3%
MMLU: 25.88 vs 88.3 (so35)-70.7%
TruthfulQA: 42.33 vs 59 (gpt4)-28.3%
WinoGrande: 56.04 vs 87.5 (gpt4)-36%
GSM8K: 2.88 vs 96.4 (so35)-97%
LLME Score: 0.15899
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 V1.1 (LoupGarou/WizardCoder-Guanaco-15B-V1.1)
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WizardCoder Guanaco 15B V1.1 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
text generation tasks
Applications:
question answering, summarizing text, translation (limited)
Primary Use Cases:
English language question-answering systems
Limitations:
Primarily effective for English text, potentially limited translation capabilities
Considerations:
Generated content is to be used as an assistance tool.
Supported Languages 
English (proficient)
Training Details 
Data Sources:
openassistant-guanaco dataset, refined version of openassistant-guanaco dataset
Data Volume:
50% expansion with GPT-4 and GPT-3.5-Turbo
Methodology:
Revised answers with GPT-4, augmented dataset focusing on algebra
Training Time:
12 epochs
LLM NameWizardCoder Guanaco 15B V1.1
Repository 🤗https://huggingface.co/LoupGarou/WizardCoder-Guanaco-15B-V1.1 
Model Size15b
Required VRAM31 GB
Updated2025-08-17
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

Quantized Models of the WizardCoder Guanaco 15B V1.1

Model
Likes
Downloads
VRAM
...ardCoder Guanaco 15B V1.1 GPTQ12259 GB
...ardCoder Guanaco 15B V1.0 GPTQ16279 GB

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Rank the WizardCoder Guanaco 15B V1.1 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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