Commit Graph

13 Commits

Author SHA1 Message Date
Tim f5d17a1508 feat: enable finetune llm (#1055)
* feat: start with previous workspace

* feat: finetune llm

* add PrevModelLoadEvaluator

---------

Co-authored-by: Young <afe.young@gmail.com>
Co-authored-by: v-jianwan <v-jianwan@microsoft.com>
Co-authored-by: you-n-g <you-n-g@users.noreply.github.com>
2025-08-06 12:24:44 +08:00
Xu Yang dd2e06ade6 feat: add coder check and give more time (#1127)
* feat: introduce max_seconds_multiplier for timeout management across components

* avoid using assert in test

* hot fix a very small bug

* runner multiply twice

* revert feedback change

* add a switch to longer timeout
2025-07-29 14:59:38 +08:00
you-n-g f603f2b20f feat: add extra_eval config and import_class for custom evaluators (#1097)
* feat: add extra_eval config and import_class for custom evaluators

* lint

* build: update litellm requirement to >=1.73 for get_valid_models

* refactor: remove *args/**kwargs from _create_embedding_inner_function signature
2025-07-20 16:31:43 +08:00
you-n-g ac55b8bfa1 fix: refine prompt, equal lightgbm, discourage over hypertuning (#1072)
* feat: add mount_path parameter to run command

* feat: add runtime environment info and dynamic timeouts to DS runners
2025-07-15 21:58:19 +08:00
you-n-g 3e6bb27dd1 feat: add ws CLI and support optional timeout/cache (#1066)
* feat: add ws CLI and support optional timeout/cache

* lint

* fix bugs

* convert extra_volumes to dict for multiprocess

* lint
2025-07-12 18:26:45 +08:00
Xu Yang f0f5c221bd feat: add sample submission file check (#1053)
* check sample submission & add  package constraint

* add trace.log into clear

* change default

* simplify

* clear CI workspace before running

* move to CI

* use sudo to clean workspace

* move prepare out of global var

---------

Co-authored-by: Xu Yang <xuyang1@microsoft.com>
2025-07-10 18:10:32 +08:00
Xu Yang 21809f2a9d fix: split then sample & remove simple model guide in ds proposal (#1034)
* fix code timeout & split_then_sample

* change- code

* change-prompts_v2

* remove more simple guidance in proposal

---------

Co-authored-by: Xu Yang <xuyang1@microsoft.com>
Co-authored-by: jingyuanlm <842442862@qq.com>
2025-07-09 15:47:37 +08:00
Xu Yang 4608a0c63e feat: try coder on whole data (#1017)
* commit all code

* fix feedback bug

* add debug mode in ds

* update prompt

* prioritize performance than time lit

* use run instead

* store running time

* move all data running into running phase

* fix a bug

* use sample data as default

---------

Co-authored-by: Xu Yang <xuyang1@microsoft.com>
2025-07-04 14:30:40 +08:00
Tim 6f9843a7df feat: custom data (#810)
* custom data

* fix: simplify competition check and log local description file

* no sample data

* feat: add test evaluation module with error handling support

* fix: update eval path to use eval_sub_dir and add valid_check TODO

* refactor: add MLETestEval check to conditionally run grading steps

* avoid blank stdout

* valid in testeval

* rename test.csv to avoid conflict

* Support Disabling sample submission

* refactoring

* fix: remove DS_KAGGLE_DATA and update prompt instructions

* add try for grade

* ignore submission

* fix: remove tee from eval command and warn about pipeline exit code detection

* optional to use raw description

* support old data

* add execution result to stdout

* add metric to raw description

* custom data explain

* add debug_path

* rst update

---------

Co-authored-by: Young <afe.young@gmail.com>
2025-05-06 16:00:13 +08:00
Tim f06e6986c8 chore: fit more competition (#723)
1. Remove potential <code> tags from the generated code.
2. Use return codes in data_loader, feature, and model.
3. Configure the debug timeout.
2025-04-10 17:56:57 +08:00
you-n-g b662f45021 feat: dump model (#776)
* feat: add model dump flag and multi-evaluator support

* tmp code

* refactor: update evaluator feedback and FBWorkspace types

* feat: add get_clear_ws_cmd and CPU count in Docker environment

* feat: Add model dump check level and enhance evaluator functionality

fix data type bug

* fix: Ensure required files exist before model dump evaluation

* refactor: streamline prompt and file checks in model dump evaluation

* fix: add assertions and reorder file reads in model dump evaluator

* feat: remove EDA part from evaluation output

* docs: update dump_model guidelines and eval prompt to include template

* style: reformat multiline dicts and lists in conf and eval files

* fix: add DOTALL flag to EDA removal regex
2025-04-09 23:24:12 +08:00
you-n-g 918b0b0d43 feat: condaenv & full docker env (#668)
* use conda to run kaggle and mlebench code

* refactor: Simplify environment configuration and execution logic

* add setting to use local env in ds

* refine dockerfile

* fix: Move MLEBDockerEnv initialization inside conditionals &  fix condaenv

* refactor: reformat code for better readability and consistency

* feat: add conda env to all envs.

* fix: fix bugs when run loop

* refactor: Simplify DockerEnv configuration in mle_summary.py

* fix image bug

* style: reformat code for better readability and consistency

* change commit

* feat: Add entrypoint script for sing_docker scenario in rdagent

* refactor: add Any type hints and comments for clarity in env.py

* feat: Create log directory if it doesn't exist in entrypoint script

* feat: Add debug mode and list root directory in entrypoint script

* fix: Remove specific branch checkout in Dockerfile for RD-Agent

* fix: Add competition argument to loop.py script execution

* fix: Correct directory navigation and dependency installation in entrypoint.sh

* fix: Correct user ownership assignment in entrypoint script

* refactor: Comment out redundant log copying to RD_OUTPUT_DIR

* fix: Unset LOG_TRACE_PATH to prevent log contamination in entrypoint.sh

---------

Co-authored-by: Xu Yang <peteryang@vip.qq.com>
2025-03-12 11:36:28 +08:00
Xu Yang d7da15c826 feat: add max time config to costeer in data science (#645)
* add max time config to costeer

* fix a small bug

---------

Co-authored-by: Xu Yang <xuyang1@microsoft.com>
2025-02-26 18:36:51 +08:00