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WizardCoder Python 13B V1.0 GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  WizardCoder Python 13B V1.0 GPTQ   URL Share it on

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  Arxiv:2303.08774   Arxiv:2304.12244   Arxiv:2306.08568   Arxiv:2308.09583   4-bit   Autotrain compatible Base model:quantized:wizardlmt... Base model:wizardlmteam/wizard...   Code   Codegen   Gptq   Llama   Model-index   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/WizardCoder-Python-13B-V1.0-GPTQ 

WizardCoder Python 13B V1.0 GPTQ Benchmarks

LLME Score: 0.14379
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
WizardCoder Python 13B V1.0 GPTQ (TheBloke/WizardCoder-Python-13B-V1.0-GPTQ)

WizardCoder Python 13B V1.0 GPTQ Parameters and Internals

Model Type 
text-generation
Additional Notes 
Various quantization options available for different hardware and performance needs.
Input Output 
Input Format:
Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: {prompt} ### Response:
Accepted Modalities:
text
Output Format:
text
LLM NameWizardCoder Python 13B V1.0 GPTQ
Repository 🤗https://huggingface.co/TheBloke/WizardCoder-Python-13B-V1.0-GPTQ 
Model CreatorWizardLM
Base Model(s)  WizardLM/WizardCoder-Python-13B-V1.0   WizardLM/WizardCoder-Python-13B-V1.0
Model Size13b
Required VRAM7.3 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Model Files  7.3 GB
GPTQ QuantizationYes
Quantization Typegptq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/WizardCoder-Python-13B-V1.0-GPTQ.

Rank the WizardCoder Python 13B V1.0 GPTQ Capabilities

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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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Release v20241217
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