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WizardCoder Guanaco 15B V1.0 by LoupGarou

By LoupGarou · 55 downloads

WizardCoder Guanaco 15B V1.0 is an open-source language model by LoupGarou. Features: 15b LLM, VRAM: 31GB, License: apache-2.0, Code Generating, LLM Explorer Score: 0.12, Arc: 30.5, HellaSwag: 45.6, MMLU: 26.8, GSM8K: 1.4.

  Codegen   Dataset:guanaco   En   Endpoints compatible   Gpt bigcode   Pytorch   Region:us

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 πŸ€—https://huggingface.co/LoupGarou/WizardCoder-Guanaco-15B-V1.0 
Model Size15b
Required VRAM31 GB
Updated2026-08-02
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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