Text2sql by Kurkur99

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  Arxiv:1910.09700   Endpoints compatible   Lora   Mistral   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/Kurkur99/text2sql 

Text2sql Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Text2sql (Kurkur99/text2sql)

Text2sql Parameters and Internals

LLM NameText2sql
Repository ๐Ÿค—https://huggingface.co/Kurkur99/text2sql 
Model Size216.1m
Required VRAM0.9 GB
Updated2025-02-16
MaintainerKurkur99
Model Typemistral
Model Files  0.9 GB
Model ArchitectureAutoModel
Model Max Length256
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
LoRA Alpha64
LoRA Dropout0.1

Rank the Text2sql 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227