notesum.ai
Published at November 11PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing
cs.CL
cs.AI
cs.LG
Released Date: November 11, 2024
Authors: Yiwen Duan1, Yonghong Yu1, Xiaoming Zhao1, Yichang Wu1, Wenbo Liu1
Aff.: 1Bytedance Inc.

| Method | Model | Size | Acc |
|---|---|---|---|
| Pretrain | gemma | 7B | |
| StarCoderBase | 7B | ||
| StarCoder2 | 7B | ||
| CodeQwen1.5-Chat | 7B | ||
| DeepSeek-Coder-instruct | 6.7B | ||
| DeepSeek-Coder-instruct | 33B | ||
| DeepSeek-Coder-V2-Lite-Instruct(MOE) | 16B | ||
| WizardCoder-V1.1 | 33 B | ||
| internal code LLM | * | ||
| SFT | gemma | 7B | |
| StarCoderBase | 7B | ||
| CodeQwen1.5-Chat | 7B | ||
| DeepSeek-Coder-instruct | 6.7B | ||
| DeepSeek-Coder-V2-Lite-Instruct(MOE) | 16B | ||
| internal code LLM | * | ||
| DM-SFT | CodeQwen1.5-Chat | 7B | |
| DeepSeek-Coder-instruct | 6.7B | ||
| DeepSeek-Coder-V2-Lite-Instruct(MOE) | 16B |