add readme

README.md

@@ -1,3 +1,30 @@
 ---
 license: apache-2.0
+language:
+  - en
+pipeline_tag: text-generation
+tags:
+  - code
 ---
+# sql-coder-7b compiled for WebGPU - q4f32_1
+
+- Original model: [SQLCoder 7B](https://huggingface.co/defog/sqlcoder-7b)
+- compiled by: Caleb Fahlgren: [👋 on Twitter](https://twitter.com/calebfahlgren)
+
+SQLCoder-7B is a 7B parameter model that outperforms gpt-3.5-turbo for natural language to SQL generation tasks on our sql-eval framework, and significantly outperforms all popular open-source models. When fine-tuned on a given schema, it also outperforms gpt-4
+
+SQLCoder-7B is fine-tuned on a base Mistral-7B model.
+
+
+## Results on novel datasets not seen in training
+| model              | perc_correct |
+| ------------------ | ------------ |
+| gpt4-2023-10-04    | 82.0         |
+| defog-sqlcoder2    | 74.5         |
+| gpt4-2023-08-28    | 74.0         |
+| defog-sqlcoder-7b  | 71.0         |
+| gpt-3.5-2023-10-04 | 66.0         |
+| claude-2           | 64.5         |
+| gpt-3.5-2023-08-28 | 61.0         |
+| claude_instant_1   | 61.0         |
+| text-davinci-003   | 52.5         |