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WizardCoder 15B by TabbyML

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  Arxiv:2304.12244   Arxiv:2306.08568   Arxiv:2308.09583   Autotrain compatible   Code   Codegen   Endpoints compatible   Gpt bigcode   License:bigscience-openrail-m   Model-index   Pytorch   Region:us

Rank the WizardCoder 15B Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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  
WizardCoder 15B (TabbyML/WizardCoder-15B)

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WizardCoder 15B Parameters and Internals

LLM NameWizardCoder 15B
RepositoryOpen on ๐Ÿค— 
Model Size15b
Required VRAM31 GB
Updated2024-02-21
MaintainerTabbyML
Model Typegpt_bigcode
Model Files  31 GB
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licensebigscience-openrail-m
Model Max Length2048
Transformers Version4.30.0.dev0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49153
Initializer Range0.02
Torch Data Typefloat16
Activation Functiongelu
Attention Dropout0.1
Embedding Dropout0.1
Layer Norm Epsilon1.0E-5
Summary First Dropout0.1
Summary Typecls_index
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024022003