LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

WizardCoder Guanaco 15B V1.0 GPTQ by TheBloke

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

  27   
  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-V1.0-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: 0.14293
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)
🌟 Advertise your project 🚀

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
Updated2025-08-17
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

Best Alternatives to WizardCoder Guanaco 15B V1.0 GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
...ardCoder Guanaco 15B V1.1 GPTQ0K / 9.2 GB2512
WizardCoder 15B 1.0 GPTQ0K / 9.2 GB963177
...lus Guanaco GPT4 15B V1.0 GPTQ0K / 9.2 GB259
Minotaur 15B GPTQ0K / 9.2 GB239
Minotaur 15B 8bit0K / 16.5 GB130
WizardCoder 15B V1.0 8bit0K / 16.5 GB131
Starcoder 15b 8bit0K /  GB244
Starcoder 15b 8bit0K /  GB174
Starcoder 15b 4bit0K /  GB232
Starcoder 15b 4bit0K /  GB122
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  

What open-source LLMs or SLMs are you in search of? 50728 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
  Support LLM Explorer