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WizardCoder Guanaco 15B V1.1 GPTQ by TheBloke

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

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  4-bit   Autotrain compatible   Codegen   Dataset:guanaco   En   Gpt bigcode   Gptq   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/WizardCoder-Guanaco-15B-V1.1-GPTQ 

WizardCoder Guanaco 15B V1.1 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: 0.13893
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 GPTQ (TheBloke/WizardCoder-Guanaco-15B-V1.1-GPTQ)
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WizardCoder Guanaco 15B V1.1 GPTQ Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
text generation
Applications:
question answering, essay writing, text summarization, translation
Primary Use Cases:
English language question-answering systems
Limitations:
Limited in language translation capabilities, Knowledge cutoff at training time
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
openassistant-guanaco dataset, GPT-4 generated responses, GPT-3.5-Turbo
Data Volume:
augmented by ~50%
Methodology:
Fine-tuned on modified openassistant-guanaco dataset focusing on high school and abstract algebra questions
Safety Evaluation 
Ethical Considerations:
Model trained only on English data to optimize memory and efficiency. May lack in translation.
Input Output 
Input Format:
Prompt-based instruction
Accepted Modalities:
text
Output Format:
Generated text in response to input prompts
LLM NameWizardCoder Guanaco 15B V1.1 GPTQ
Repository 🤗https://huggingface.co/TheBloke/WizardCoder-Guanaco-15B-V1.1-GPTQ 
Base Model(s)  LoupGarou/WizardCoder-Guanaco-15B-V1.1   LoupGarou/WizardCoder-Guanaco-15B-V1.1
Model Size15b
Required VRAM9.2 GB
Updated2025-10-21
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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Rank the WizardCoder Guanaco 15B V1.1 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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