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README.md

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+[![LLMSQL on Hugging Face](https://huggingface.co/front/assets/huggingface_logo.svg)](https://huggingface.co/llmsql-bench)
+
+# LLMSQL Organization on Hugging Face
+
+[**Visit our Github page →**](https://github.com/LLMSQL)
+
+**Description:**  
+For now we provide patched and improved version of WikiSQL for Text-to-SQL tasks.  
+Provides datasets and tools for inference, evaluation, and fine-tuning of LLMs.
+
+**Highlights:**
+- Full benchmark: questions, tables, train/val/test splits (llmsql-bench/llmsql-benchmark)
+- Ready-to-use evaluation scripts (https://github.com/LLMSQL/llmsql-benchmark)
+- Compatible with Hugging Face causal LMs
+- Tools for finetuning via `trl.SFTTrainer`
+
+**Follow us:**  
+[![Follow LLMSQL](https://img.shields.io/badge/Follow-LLMSQL-blue?logo=huggingface)](https://huggingface.co/llmsql-bench)
+