3df94e920c
chore: refine get_summary_df and sota exp stat in log utils ( #1201 )
...
* add best valid selector to get sota exp stat
* remove unused in summary & refine get_summary_df
* fix hypothesis table bug in trace
2025-08-26 18:31:21 +08:00
a829b2aaea
style: convert CLI flags from snake_case to kebab-case ( #1198 )
...
Co-authored-by: Young <afe.young@gmail.com >
2025-08-25 20:07:01 +08:00
e4bd647d1b
fix: increase time default not controlled by LLM ( #1196 )
...
* fix: add longer timeout configuration for data science scenarios
* fix CI
2025-08-21 11:27:17 +08:00
04878f9e70
fix: kaggle competition metric direction ( #1195 )
...
* fix leaderboard and competition direction
* ui fix
2025-08-20 16:40:53 +08:00
c150d33603
fix bug for embedding caused by PR 1188 ( #1194 )
2025-08-18 20:15:18 +08:00
3260c0c3ff
chore: refine env command ( #1193 )
2025-08-18 18:16:16 +08:00
2f8261f82b
fix: ui bug ( #1192 )
...
* small bug
* fix ci
2025-08-18 17:48:49 +08:00
880a6c70c4
fix: enable embedding truncation ( #1188 )
...
* fix: enable embedding auto truncation
* move embedding_utils to utils.embedding
* fix bug
* fix(embedding): improve text truncation with retry strategies and binary search optimization
* new way for embedding truncate
* fix ci errors
2025-08-18 17:20:41 +08:00
b05a530126
feat: enable to inject diversity cross async multi-trace ( #1173 )
...
* init multi_trace_async_ diversity inject
* lint
* add task in context for diversity injection, add abstract class for diversity injection
* lint
* feat: update diversity injection strategy and enhance sibling context handling in experiment generation
* add always inject
---------
Co-authored-by: Xu Yang <peteryang@vip.qq.com >
2025-08-18 12:43:21 +08:00
d493d33603
change the trace number from 3 to 1 (simpler default value) ( #1191 )
2025-08-18 12:13:23 +08:00
2c0702a4ac
fix ui bugs ( #1190 )
2025-08-18 10:56:51 +08:00
dbe214282e
fix: skip res_ratio check if timer or res_time is None ( #1189 )
2025-08-17 16:08:55 +08:00
4a516949b4
chore: add inference mode for model dump ( #1182 )
...
* chore: add inference mode for model dump
* check runtime environment
* update opened_trace_lines
---------
Co-authored-by: you-n-g <you-n-g@users.noreply.github.com >
2025-08-15 15:34:49 +08:00
e0453e0058
fix: insert await asyncio.sleep(0) to yield control in loop ( #1186 )
2025-08-15 13:27:29 +08:00
481e226844
refactor: use UI_SETTING.amlt_path for combined log folder path ( #1184 )
2025-08-14 21:51:05 +08:00
85ebc4889d
chore: catch log_workflow error ( #1183 )
2025-08-14 16:12:37 +08:00
5353bd31f2
fix: refine prompts and add additional package info ( #1179 )
...
* refine prompts and add additional package info
* refine prompts to be specific for GBDT models
* minor refine prompts
* use include to replace duplicate info
* refine prompts
* refactor: import DSTrace from base and remove exp_gen __init__
* lint
---------
Co-authored-by: Young <afe.young@gmail.com >
2025-08-13 23:00:23 +08:00
e0f713c7d3
chore: add merge statistics ( #1176 )
...
* chore: add stat for merge
* use best selector
* use trace.hist
2025-08-13 22:59:34 +08:00
b6fae75cde
fix(graph): using assignment expression to avoid repeated function call ( #1174 )
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* using assignment expression to avoid repeated function call
* format
2025-08-13 17:16:58 +08:00
e77572fb53
feat: refine the logic of enabling hyperparameter tuning and add criteira ( #1175 )
...
* add 4 tuning criteria
* fix equation direction
* fix ci
* add comment
Co-authored-by: you-n-g <you-n-g@users.noreply.github.com >
---------
Co-authored-by: Xu <v-xuminrui@microsoft.com >
Co-authored-by: you-n-g <you-n-g@users.noreply.github.com >
2025-08-12 21:12:54 +08:00
0e3f4cf08f
fix: cancel tasks on resume and kill subprocesses on termination ( #1166 )
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* fix: cancel tasks on resume and kill subprocesses on termination
* lint
* lint
2025-08-09 19:39:13 +08:00
02069767e1
fix exec_time in summary because of parallel ( #1171 )
2025-08-08 17:14:02 +08:00
6f1a8c63e0
add auto sota selector llm log in trace ( #1169 )
2025-08-08 16:26:48 +08:00
586623084f
feat: streamline hyperparameter tuning checks and update evaluation g… ( #1167 )
...
* feat: streamline hyperparameter tuning checks and update evaluation guidelines
* fix task_gen json check
2025-08-08 13:49:01 +08:00
9c190e3268
feat: improve fallback handling in CoSTEER and add GPU usage guidelin… ( #1165 )
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* feat: improve fallback handling in CoSTEER and add GPU usage guideline in share.yaml
* update prompt
* update
2025-08-07 15:52:55 +08:00
7f90253c4c
add parent & root node in trace page ( #1164 )
2025-08-07 15:02:46 +08:00
bfa452541c
feat: add reasoning attribute to DSRunnerFeedback for enhanced evaluation context ( #1162 )
2025-08-07 00:50:08 +08:00
5594ab418b
fix: refine DSCoSTEER_eval prompts ( #1157 )
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* change DSCoSTEER_eval prompts
* fallback to better exp only
* fix fallback
* fix and reformat
* fix bug when base_fb is None
* add reasoning to hyperparameter evaluation
* feat: add acceptable assessment in exp_feedback (#1159 )
* add time
* refine eval prompt and make the logic of tuning check more clear
* some refinement
* fix CI
* fix a small bug, only consider score in runner
* refine comment
* simplify compare function
---------
Co-authored-by: jingyuanlm <842442862@qq.com >
Co-authored-by: Xu <v-xuminrui@microsoft.com >
Co-authored-by: Jensen Lee <91518020+Jensen246@users.noreply.github.com >
Co-authored-by: Xu Yang <peteryang@vip.qq.com >
2025-08-06 22:55:25 +08:00
1b84f7b754
fix: ignore case when checking metric name ( #1160 )
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* fix: ignore case when checking metric name
* add case-sensitive to prompts
---------
Co-authored-by: amstrongzyf <amstrongzyf@126.com >
2025-08-06 20:54:08 +08:00
d771b26a26
chore: show timeline and change load_times ( #1161 )
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* show timeline, deperacate old load_times
* fix bug
2025-08-06 18:42:17 +08:00
7e15b5e200
feat: prob-based trace scheduler ( #1131 )
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* draft prob-based trace scheduler
* refactor ProbabilisticScheduler
* auto lint
* keep random, Sota-based, length-based trace schedluer
* lint
* example
* example
* refactor
* add inverse option for sota Scheduler
* add trace_Scheduler in conf
* lint
* add scheduler_temperature
---------
Co-authored-by: Young <afe.young@gmail.com >
2025-08-06 16:42:51 +08:00
6b50670f2e
fix loop step time log problem ( #1158 )
2025-08-06 15:43:28 +08:00
35c209b092
feat: enable finetune llm ( #1055 )
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* 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
c111966d19
feat: refactor CoSTEER classes to use DSCoSTEER and update max seconds handling ( #1156 )
...
* feat: refactor CoSTEER classes to use DSCoSTEER and update max seconds handling
* remove useless line
* enable time_ratio_limit_to_enable_hyperparameter_tuning
2025-08-05 18:16:10 +08:00
f03b1b918d
feat: create Jupyter notebook pipeline file based on main.py file ( #1134 )
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* First commit
* isort
* black
* tweak prompt
* fix for argparse
* fix typo
* add e2e
* Add test files, clean
* fix black settings
* revert
* fix trailing
* remove extra
* comment
* small fix, updated prompt
* Fix argparse
* small improvements
* fix for merge
* fix for merge
2025-08-05 18:06:57 +08:00
56ed919b2e
docs: update configuration docs ( #1155 )
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* update configuration docs
* update configuration docs
* update configuration docs
2025-08-05 15:48:28 +08:00
b4117cf58a
feat: add mask inference in debug mode ( #1154 )
2025-08-05 14:09:12 +08:00
80c953d405
fix: add metric in scores.csv and avoid reading sample_submission.csv ( #1152 )
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* add scores.csv metric name in both task_gen and coder
* a little fix to column names
* small fix
* avoid sample submission read in task_gen
* avoid sample_submission reading in coding
* code change summary bug fix
* little update
* little refinement to eval
* refine coder and runner eval prompts
---------
Co-authored-by: Xu Yang <peteryang@vip.qq.com >
2025-08-04 19:53:08 +08:00
811d4e7631
feat: enhance timeout handling in CoSTEER and DataScience scenarios ( #1150 )
...
* add prev loops to runner history
* fix evolving history
* fix bug on initializing feedback without final decision
* reformat
* refine
* add comments
* feat: enhance timeout handling in CoSTEER and DataScience scenarios
---------
Co-authored-by: Xu <v-xuminrui@microsoft.com >
2025-08-04 17:44:51 +08:00
2426a1dc67
feat: add previous runner loops to runner history ( #1142 )
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* add prev loops to runner history
* fix evolving history
* fix bug on initializing feedback without final decision
* reformat
* refine
* add comments
* fix ci
* a little refinement
* fix CI
---------
Co-authored-by: Xu <v-xuminrui@microsoft.com >
Co-authored-by: Xu Yang <peteryang@vip.qq.com >
2025-08-04 17:38:27 +08:00
c2bde6dcc3
save more time info ( #1151 )
2025-08-04 17:28:25 +08:00
c985e34531
change something for ui compatiblity ( #1149 )
2025-08-04 12:40:35 +08:00
5565fbe8a4
fix ( #1148 )
...
Co-authored-by: Xu <v-xuminrui@microsoft.com >
2025-08-02 18:36:31 +08:00
52bf46318f
chore: overwrite sota exp stat in summary page ( #1146 )
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* overwrite sota exp stat in summary page
* remove unused import
2025-08-01 18:55:26 +08:00
8a3e42d7fe
feat: add show_hard_limit option and update time limit handling in DataScience settings ( #1144 )
2025-08-01 18:32:15 +08:00
d0832eb5ff
bug fix ( #1145 )
2025-08-01 18:07:19 +08:00
7134a51afa
fix: fix some bugs in RD-Agent(Q) ( #1143 )
...
* fix some bugs in RD-Agent(Q)
* fix factor from report
* fix ci
2025-08-01 13:20:09 +08:00
bd8a16d92f
fix: ignore RuntimeError for shared workspace double recovery ( #1140 )
...
* fix: ignore RuntimeError for shared workspace double recovery
* add print
2025-07-31 21:02:37 +08:00
38aa6eb046
use popover instead of expander ( #1138 )
2025-07-31 18:14:38 +08:00
28ceb41e1c
fix: clear ws_ckp after extraction to reduce workspace object size ( #1137 )
2025-07-31 18:10:32 +08:00
XianBW