LLM Explorer: A Curated Large Language Model Directory and Analytics  // 

WizardCoder 15B by TabbyML

What open-source LLMs or SLMs are you in search of? 18732 in total.

 ยป  All LLMs  ยป  TabbyML  ยป  WizardCoder 15B   URL Share it on

  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)

Best Alternatives to WizardCoder 15B

Best Alternatives
HF Rank
MoTCoder 15B V1.00K / 30.9 GB62
WizardCoder 15B V1.00K / 31 GB5578717
WizardCoder Guanaco 15B V1.10K / 31 GB260611
WizardCoder Guanaco 15B V1.00K / 31 GB26125
Ziya Coding 15B V10K / 31.1 GB244
Openbuddy Coder 15B V10 Bf160K / 31.1 GB21
Minotaur 15B0K / 31.2 GB315
...r Skeleton Wizard Coder Merged0K / 31.2 GB212
Interplay AppCoder0K / 31.2 GB151
Dodona 15B Preview0K / 31.2 GB11

WizardCoder 15B Parameters and Internals

LLM NameWizardCoder 15B
RepositoryOpen on ๐Ÿค— 
Model Size15b
Required VRAM31 GB
Model Typegpt_bigcode
Model Files  31 GB
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
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