Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Scaling Natural Language Querying to Massive Databases"
It's failed to find checkpoint file when i try to train data synthesis.
Detail is as followed:
hi team, can you provide correct instruction to reproduce this. I cloned and tried I'm not able to reproduce its throwning an error.
Number of errored trials: 6
╭──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│ Trial name # failures error file │
├──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ run_cli_1fc5f_00000 1 /home/ray_results/run_cli_2024-01-31_21-24-32/run_cli_1fc5f_00000_0_ckpt_path=None,config=configs_schema_questioning_yaml,data_config=configs_data_spider_r_yaml,model_model_nam_2024-01-31_21-24-32/error.txt │
│ run_cli_1fc5f_00001 1 /home/ray_results/run_cli_2024-01-31_21-24-32/run_cli_1fc5f_00001_1_ckpt_path=None,config=configs_schema_questioning_yaml,data_config=configs_data_bird_r_yaml,model_model_name__2024-01-31_21-24-32/error.txt │
│ run_cli_1fc5f_00002 1 /home/ray_results/run_cli_2024-01-31_21-24-32/run_cli_1fc5f_00002_2_ckpt_path=None,config=configs_schema_questioning_yaml,data_config=configs_data_all_r_yaml,model_model_name_o_2024-01-31_21-24-32/error.txt │
│ run_cli_1fc5f_00003 1 /home/ray_results/run_cli_2024-01-31_21-24-32/run_cli_1fc5f_00003_3_ckpt_path=None,config=configs_schema_questioning_yaml,data_config=configs_data_spider_r_yaml,model_model_nam_2024-01-31_21-24-32/error.txt │
│ run_cli_1fc5f_00004 1 /home/ray_results/run_cli_2024-01-31_21-24-32/run_cli_1fc5f_00004_4_ckpt_path=None,config=configs_schema_questioning_yaml,data_config=configs_data_bird_r_yaml,model_model_name__2024-01-31_21-24-32/error.txt │
│ run_cli_1fc5f_00005 1 /home/ray_results/run_cli_2024-01-31_21-24-32/run_cli_1fc5f_00005_5_ckpt_path=None,config=configs_schema_questioning_yaml,data_config=configs_data_all_r_yaml,model_model_name_o_2024-01-31_21-24-32/error.txt │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
When I run
./scripts/sweep --config configs/sweep_fit_schema_questioning.yaml
I encounted
Traceback (most recent call last):
File "/usr/local/lib/python3.9/runpy.py", line 188, in _run_module_as_main
mod_name, mod_spec, code = _get_module_details(mod_name, _Error)
File "/usr/local/lib/python3.9/runpy.py", line 111, in _get_module_details
__import__(pkg_name)
File "/home/ubuntu/DBCopilot/src/__init__.py", line 1, in <module>
from . import callbacks, datamodules, models
File "/home/ubuntu/DBCopilot/src/callbacks/__init__.py", line 1, in <module>
from .metric import Metric
File "/home/ubuntu/DBCopilot/src/callbacks/metric.py", line 5, in <module>
import lightning.pytorch as pl
ModuleNotFoundError: No module named 'lightning'
How to solve this?
Thanks for sharing and also read your paper, great work. May I ask, if I want to support Chinese, how to realize it? The database table comments are in Chinese, and the user's questions are also in Chinese.
Looking forward to your reply
Hey team, thanks for this amazing paper. Can you please also provide us some examples so we can understand how to integrate with our database and LLM models(OpenAI)
Thanks
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