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WizardCoder Guanaco 15B V1.0 GPTQ by TheBloke

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WizardCoder Guanaco 15B V1.0 GPTQ is an open-source language model by TheBloke. Features: 15b LLM, VRAM: 9.2GB, License: apache-2.0, Quantized, Code Generating, HF Score: 34.2, LLM Explorer Score: 0.13, Arc: 32.6, HellaSwag: 45.4, MMLU: 25.9, TruthfulQA: 42.3, WinoGrande: 56, GSM8K: 2.9.

  4-bit   Codegen   Dataset:guanaco   En   Gpt bigcode   Gptq   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/WizardCoder-Guanaco-15B-V1.0-GPTQ 

WizardCoder Guanaco 15B V1.0 GPTQ 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: 0.12766
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 GPTQ (TheBloke/WizardCoder-Guanaco-15B-V1.0-GPTQ)
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WizardCoder Guanaco 15B V1.0 GPTQ Parameters and Internals

Model Type 
text generation
Additional Notes 
Model heavily optimized for English text generation with an emphasis on code-related instructions.
Supported Languages 
English (high proficiency)
Training Details 
Data Sources:
openassistant-guanaco dataset
Methodology:
finetuning with QLORA
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Ensure proper formatting of input prompts.
LLM NameWizardCoder Guanaco 15B V1.0 GPTQ
Repository 🤗https://huggingface.co/TheBloke/WizardCoder-Guanaco-15B-V1.0-GPTQ 
Base Model(s)  LoupGarou/WizardCoder-Guanaco-15B-V1.1   LoupGarou/WizardCoder-Guanaco-15B-V1.1
Model Size15b
Required VRAM9.2 GB
Updated2026-03-29
MaintainerTheBloke
Model Typegpt_bigcode
Model Files  9.2 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
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 TheBloke/WizardCoder-Guanaco-15B-V1.0-GPTQ.

Rank the WizardCoder Guanaco 15B V1.0 GPTQ 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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