Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- sql
|
| 4 |
+
- code
|
| 5 |
+
tags:
|
| 6 |
+
- SQL generation
|
| 7 |
+
- Text-to-SQL
|
| 8 |
+
- text2sql
|
| 9 |
+
license: "apache-2.0"
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# CodeS-15B
|
| 13 |
+
|
| 14 |
+
CodeS is a series of Code LLMs specifically optimized for SQL generation.
|
| 15 |
+
|
| 16 |
+
The CodeS encompasses 1B, 3B, 7B, and 15B scales. CodeS-1B, 3B, and 7B are incrementally pre-trained on the top of StarCoderBase-1B, 3B, and 7B and support the max length of 8,192. Meanwhile, CodeS-15B, derived from StarCoder-15B, accommodates sequences of up to 6,144 tokens.
|
| 17 |
+
|
| 18 |
+
We have demonstrated that CodeS achieves new state-of-the-art performance on two challenging Text-to-SQL benchmarks: Spider and Bird.
|
| 19 |
+
|
| 20 |
+
For more details about how to use CodeS, please refer to our GitHub page: https://github.com/RUCKBReasoning/codes.
|
| 21 |
+
|
| 22 |
+
(This is the repository of CodeS-15B.)
|