WizardCoderSQL 15B V1.0 by bugdaryan

 ยป  All LLMs  ยป  bugdaryan  ยป  WizardCoderSQL 15B V1.0   URL Share it on

  Autotrain compatible   Code   Codegen Dataset:bugdaryan/spider-natsq...   En   Endpoints compatible   Gpt bigcode   Instruct   Pytorch   Region:us   Safetensors   Sharded   Sql   Tensorflow

WizardCoderSQL 15B V1.0 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
WizardCoderSQL 15B V1.0 (bugdaryan/WizardCoderSQL-15B-V1.0)

WizardCoderSQL 15B V1.0 Parameters and Internals

Model Type 
code generation, sql generation
Use Cases 
Areas:
research, commercial applications
Supported Languages 
en (proficient)
Training Details 
Data Sources:
bugdaryan/spider-natsql-wikisql-instruct
Methodology:
Fine-tuned model using specific procedures like QLoRA, LoRA, bitsandbytes parameters, and TrainingArguments Parameters.
Context Length:
500
LLM NameWizardCoderSQL 15B V1.0
Repository ๐Ÿค—https://huggingface.co/bugdaryan/WizardCoderSQL-15B-V1.0 
Model Size15b
Required VRAM31.2 GB
Updated2025-04-30
Maintainerbugdaryan
Model Typegpt_bigcode
Instruction-BasedYes
Model Files  10.0 GB: 1-of-4   9.9 GB: 2-of-4   9.9 GB: 3-of-4   1.4 GB: 4-of-4   10.0 GB: 1-of-4   9.9 GB: 2-of-4   9.9 GB: 3-of-4   1.4 GB: 4-of-4
Supported Languagesen
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licenseopenrail
Model Max Length2048
Transformers Version4.33.1
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49153
Torch Data Typefloat16
Activation Functiongelu

Best Alternatives to WizardCoderSQL 15B V1.0

Best Alternatives
Context / RAM
Downloads
Likes
...r Skeleton Wizard Coder Merged0K / 31.2 GB1413
...der Natsql Wizard Coder Merged0K / 32.7 GB61
Minotaur 15B0K / 31.2 GB815
Minotaur 15B GPTQ0K / 9.2 GB59

Rank the WizardCoderSQL 15B V1.0 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  

What open-source LLMs or SLMs are you in search of? 46860 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227