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- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/debug-internal.log +378 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/debug.log +188 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/files/config.yaml +261 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/files/output.log +0 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/files/requirements.txt +289 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/files/wandb-metadata.json +93 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/files/wandb-summary.json +1 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/logs/debug-core.log +15 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/logs/debug-internal.log +378 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/logs/debug.log +188 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/config.yaml +129 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/tokenizer/added_tokens.json +28 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/tokenizer/chat_template.jinja +61 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/tokenizer/merges.txt +0 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/tokenizer/special_tokens_map.json +31 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/tokenizer/tokenizer_config.json +239 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/tokenizer/vocab.json +0 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/weights/model/.hf_metadata/config.json +70 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json +400 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/weights/model/.hf_metadata/generation_config.json +13 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/training_info.json +1 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/config.yaml +129 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/tokenizer/added_tokens.json +28 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/tokenizer/chat_template.jinja +61 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/tokenizer/merges.txt +0 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/tokenizer/special_tokens_map.json +31 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/tokenizer/tokenizer_config.json +239 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/tokenizer/vocab.json +0 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/weights/model/.hf_metadata/config.json +70 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json +400 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/weights/model/.hf_metadata/generation_config.json +13 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/training_info.json +1 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/config.yaml +129 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/tokenizer/added_tokens.json +28 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/tokenizer/chat_template.jinja +61 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/tokenizer/merges.txt +0 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/tokenizer/special_tokens_map.json +31 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/tokenizer/tokenizer_config.json +239 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/tokenizer/vocab.json +0 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/weights/model/.hf_metadata/config.json +70 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json +400 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/weights/model/.hf_metadata/generation_config.json +13 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/training_info.json +1 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/config.yaml +129 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/policy/tokenizer/added_tokens.json +28 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/policy/tokenizer/chat_template.jinja +61 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/policy/tokenizer/merges.txt +0 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/policy/tokenizer/special_tokens_map.json +31 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/policy/tokenizer/tokenizer_config.json +239 -0
- checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/policy/tokenizer/vocab.json +0 -0
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/debug-internal.log
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| 1 |
+
{"time":"2026-04-29T08:51:27.80819234+09:00","level":"INFO","msg":"wandb-core"}
|
| 2 |
+
{"time":"2026-04-29T08:51:27.862009384+09:00","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
+
{"time":"2026-04-29T08:51:29.583567998+09:00","level":"INFO","msg":"stream: created new stream","id":"wkd2t4a3"}
|
| 4 |
+
{"time":"2026-04-29T08:51:29.584292579+09:00","level":"INFO","msg":"handler: started"}
|
| 5 |
+
{"time":"2026-04-29T08:51:29.586114012+09:00","level":"INFO","msg":"writer: started","stream_id":"wkd2t4a3"}
|
| 6 |
+
{"time":"2026-04-29T08:51:29.58720695+09:00","level":"INFO","msg":"sender: started"}
|
| 7 |
+
{"time":"2026-04-29T08:51:29.589058058+09:00","level":"INFO","msg":"stream: started"}
|
| 8 |
+
{"time":"2026-04-29T08:51:30.864685039+09:00","level":"INFO","msg":"filestream: sending request","total_files":1,"console_offset":0,"console_lines":1}
|
| 9 |
+
{"time":"2026-04-29T08:51:31.411925943+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 10 |
+
{"time":"2026-04-29T08:51:45.850267758+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":0,"events_lines":2,"console_offset":1,"console_lines":13,"uploaded_len":2}
|
| 11 |
+
{"time":"2026-04-29T08:51:46.232753212+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 12 |
+
{"time":"2026-04-29T08:52:00.850626339+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":2,"events_lines":2,"console_offset":13,"console_lines":16}
|
| 13 |
+
{"time":"2026-04-29T08:52:01.292619216+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 14 |
+
{"time":"2026-04-29T08:52:15.85011536+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":4,"events_lines":2,"console_offset":29,"console_lines":12}
|
| 15 |
+
{"time":"2026-04-29T08:52:16.155383635+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 16 |
+
{"time":"2026-04-29T08:52:30.850713626+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":6,"events_lines":2,"console_offset":40,"console_lines":14}
|
| 17 |
+
{"time":"2026-04-29T08:52:31.248901674+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 18 |
+
{"time":"2026-04-29T08:52:45.850311141+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":8,"events_lines":2,"console_offset":54,"console_lines":14}
|
| 19 |
+
{"time":"2026-04-29T08:52:46.296419079+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 20 |
+
{"time":"2026-04-29T08:53:00.849982095+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":10,"events_lines":2,"console_offset":68,"console_lines":31}
|
| 21 |
+
{"time":"2026-04-29T08:53:01.268790553+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 22 |
+
{"time":"2026-04-29T08:53:15.850499753+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":12,"events_lines":2,"console_offset":99,"console_lines":17}
|
| 23 |
+
{"time":"2026-04-29T08:53:16.307574368+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 24 |
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|
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|
| 333 |
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| 334 |
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|
| 335 |
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| 337 |
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|
| 338 |
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| 339 |
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| 341 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
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| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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|
| 352 |
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|
| 353 |
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|
| 354 |
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|
| 355 |
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|
| 356 |
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|
| 357 |
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|
| 358 |
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|
| 359 |
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|
| 360 |
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|
| 361 |
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|
| 362 |
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|
| 363 |
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
| 368 |
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|
| 369 |
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|
| 370 |
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|
| 371 |
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|
| 372 |
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|
| 373 |
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|
| 374 |
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| 375 |
+
{"time":"2026-04-29T09:36:21.057092019+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 376 |
+
{"time":"2026-04-29T09:36:21.061980367+09:00","level":"INFO","msg":"handler: closed"}
|
| 377 |
+
{"time":"2026-04-29T09:36:21.062778817+09:00","level":"INFO","msg":"sender: closed"}
|
| 378 |
+
{"time":"2026-04-29T09:36:21.071774957+09:00","level":"INFO","msg":"stream: closed"}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/debug.log
ADDED
|
@@ -0,0 +1,188 @@
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|
|
| 1 |
+
2026-04-29 08:51:21,072 INFO MainThread:340 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-29 08:51:21,072 INFO MainThread:340 [wandb_setup.py:_flush():81] Configure stats pid to 340
|
| 3 |
+
2026-04-29 08:51:21,072 INFO MainThread:340 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-29 08:51:21,073 INFO MainThread:340 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/logs/debug.log
|
| 5 |
+
2026-04-29 08:51:21,073 INFO MainThread:340 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/logs/debug-internal.log
|
| 6 |
+
2026-04-29 08:51:21,073 INFO MainThread:340 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-29 08:51:21,073 INFO MainThread:340 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'_wandb': {}}
|
| 9 |
+
2026-04-29 08:51:21,073 INFO MainThread:340 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-29 08:51:27,694 INFO MainThread:340 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-29 08:51:27,712 INFO MainThread:340 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-29 08:51:27,719 INFO MainThread:340 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-29 08:51:27,757 INFO MainThread:340 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-29 08:51:30,139 INFO MainThread:340 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-29 08:51:30,739 INFO MainThread:340 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-29 08:51:30,739 INFO MainThread:340 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-29 08:51:30,739 INFO MainThread:340 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-29 08:51:30,739 INFO MainThread:340 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-29 08:51:30,766 INFO MainThread:340 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-29 08:51:31,891 INFO MainThread:340 [wandb_run.py:_config_callback():1403] config_cb None None {'paths': {'base_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd', 'data_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/data/math_operations/primitive_atomic_balanced_sft_50k_mix_qwen3_4b_instruct_2507_l0p3'}, 'sft': {'max_num_epochs': 1, 'max_num_steps': 100, 'val_period': 99999, 'val_batches': 8, 'val_global_batch_size': 32, 'val_micro_batch_size': 1, 'val_at_start': False, 'val_at_end': False, 'seed': 42}, 'checkpointing': {'enabled': True, 'checkpoint_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932', 'metric_name': None, 'higher_is_better': False, 'keep_top_k': None, 'save_period': 20, 'checkpoint_must_save_by': None, 'save_optimizer': False}, 'policy': {'model_name': '/home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507', 'tokenizer': {'name': '/home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507', 'chat_template_kwargs': {'enable_thinking': False}}, 'train_global_batch_size': 16, 'train_micro_batch_size': 1, 'max_total_sequence_length': 10000, 'precision': 'bfloat16', 'offload_optimizer_for_logprob': False, 'dtensor_cfg': {'_v2': True, 'enabled': True, 'cpu_offload': True, 'sequence_parallel': False, 'activation_checkpointing': True, 'tensor_parallel_size': 4, 'context_parallel_size': 1, 'custom_parallel_plan': None, 'lora_cfg': {'enabled': False, 'target_modules': [], 'exclude_modules': [], 'match_all_linear': True, 'dim': 8, 'alpha': 32, 'dropout': 0.0, 'dropout_position': 'post', 'lora_A_init': 'xavier', 'use_triton': True}}, 'dynamic_batching': {'enabled': True, 'train_mb_tokens': 10000, 'sequence_length_round': 64}, 'sequence_packing': {'enabled': False, 'train_mb_tokens': 10000, 'algorithm': 'modified_first_fit_decreasing', 'sequence_length_round': 64}, 'make_sequence_length_divisible_by': 4, 'max_grad_norm': 1.0, 'optimizer': {'name': 'torch.optim.AdamW', 'kwargs': {'lr': 1e-05, 'weight_decay': 0.01, 'betas': [0.9, 0.95], 'eps': 1e-08, 'foreach': False, 'fused': False}}, 'megatron_cfg': {'enabled': False}, 'scheduler': [{'name': 'torch.optim.lr_scheduler.LinearLR', 'kwargs': {'start_factor': 0.1, 'end_factor': 1.0, 'total_iters': 20}}, {'name': 'torch.optim.lr_scheduler.ConstantLR', 'kwargs': {'factor': 1.0, 'total_iters': 10000000000}}, {'milestones': [20]}]}, 'data': {'max_input_seq_length': 10000, 'add_bos': True, 'add_eos': True, 'add_generation_prompt': False, 'shuffle': True, 'num_workers': 1, 'train': [{'dataset_name': 'math_ops_opsd', 'processor': 'sft_processor', 'prompt_file': None, 'system_prompt_file': '/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt'}], 'validation': [{'dataset_name': 'math_ops_opsd_val', 'processor': 'sft_processor', 'prompt_file': None, 'system_prompt_file': '/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt'}], 'default': {'prompt_file': None, 'system_prompt_file': '/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt', 'processor': 'sft_processor'}}, 'logger': {'log_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001', 'wandb_enabled': True, 'tensorboard_enabled': True, 'mlflow_enabled': False, 'swanlab_enabled': False, 'monitor_gpus': True, 'wandb': {'project': 'mix-teachers-opsd', 'entity': 'mathrl-jiarui', 'name': 'sft-math-ops-mix-l0p3-20260428-Qwen3-4B-Instruct-2507'}, 'tensorboard': {'log_dir': 'tb_logs-sft-math-ops-mix-qwen3-4b-l0p3'}, 'gpu_monitoring': {'collection_interval': 10, 'flush_interval': 10}}, 'cluster': {'gpus_per_node': 4, 'num_nodes': 1}}
|
| 21 |
+
2026-04-29 09:36:18,194 INFO wandb-AsyncioManager-main:340 [service_client.py:_forward_responses():134] Reached EOF.
|
| 22 |
+
2026-04-29 09:36:18,194 INFO wandb-AsyncioManager-main:340 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles.
|
| 23 |
+
2026-04-29 09:36:19,544 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 24 |
+
Traceback (most recent call last):
|
| 25 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 26 |
+
await fn()
|
| 27 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 28 |
+
await self._send_server_request(request)
|
| 29 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 30 |
+
await self._drain_writer()
|
| 31 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 32 |
+
await self._writer.drain()
|
| 33 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 34 |
+
await self._protocol._drain_helper()
|
| 35 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 36 |
+
raise ConnectionResetError('Connection lost')
|
| 37 |
+
ConnectionResetError: Connection lost
|
| 38 |
+
2026-04-29 09:36:19,562 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 39 |
+
Traceback (most recent call last):
|
| 40 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 41 |
+
await fn()
|
| 42 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 43 |
+
await self._send_server_request(request)
|
| 44 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 45 |
+
await self._drain_writer()
|
| 46 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 47 |
+
await self._writer.drain()
|
| 48 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 49 |
+
await self._protocol._drain_helper()
|
| 50 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 51 |
+
raise ConnectionResetError('Connection lost')
|
| 52 |
+
ConnectionResetError: Connection lost
|
| 53 |
+
2026-04-29 09:36:19,562 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 54 |
+
Traceback (most recent call last):
|
| 55 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 56 |
+
await fn()
|
| 57 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 58 |
+
await self._send_server_request(request)
|
| 59 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 60 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 61 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 62 |
+
await self._drain_writer()
|
| 63 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 64 |
+
await self._writer.drain()
|
| 65 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 66 |
+
await self._protocol._drain_helper()
|
| 67 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 68 |
+
raise ConnectionResetError('Connection lost')
|
| 69 |
+
ConnectionResetError: Connection lost
|
| 70 |
+
2026-04-29 09:36:19,563 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 71 |
+
Traceback (most recent call last):
|
| 72 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 73 |
+
await fn()
|
| 74 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 75 |
+
await self._send_server_request(request)
|
| 76 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 77 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 78 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 79 |
+
await self._drain_writer()
|
| 80 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 81 |
+
await self._writer.drain()
|
| 82 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 83 |
+
await self._protocol._drain_helper()
|
| 84 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 85 |
+
raise ConnectionResetError('Connection lost')
|
| 86 |
+
ConnectionResetError: Connection lost
|
| 87 |
+
2026-04-29 09:36:19,563 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 88 |
+
Traceback (most recent call last):
|
| 89 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 90 |
+
await fn()
|
| 91 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 92 |
+
await self._send_server_request(request)
|
| 93 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 94 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 95 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 96 |
+
await self._drain_writer()
|
| 97 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 98 |
+
await self._writer.drain()
|
| 99 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 100 |
+
await self._protocol._drain_helper()
|
| 101 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 102 |
+
raise ConnectionResetError('Connection lost')
|
| 103 |
+
ConnectionResetError: Connection lost
|
| 104 |
+
2026-04-29 09:36:19,563 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 105 |
+
Traceback (most recent call last):
|
| 106 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 107 |
+
await fn()
|
| 108 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 109 |
+
await self._send_server_request(request)
|
| 110 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 111 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 112 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 113 |
+
await self._drain_writer()
|
| 114 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 115 |
+
await self._writer.drain()
|
| 116 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 117 |
+
await self._protocol._drain_helper()
|
| 118 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 119 |
+
raise ConnectionResetError('Connection lost')
|
| 120 |
+
ConnectionResetError: Connection lost
|
| 121 |
+
2026-04-29 09:36:20,058 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 122 |
+
Traceback (most recent call last):
|
| 123 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 124 |
+
await fn()
|
| 125 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 126 |
+
await self._send_server_request(request)
|
| 127 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 128 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 129 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 130 |
+
await self._drain_writer()
|
| 131 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 132 |
+
await self._writer.drain()
|
| 133 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 134 |
+
await self._protocol._drain_helper()
|
| 135 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 136 |
+
raise ConnectionResetError('Connection lost')
|
| 137 |
+
ConnectionResetError: Connection lost
|
| 138 |
+
2026-04-29 09:36:20,059 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 139 |
+
Traceback (most recent call last):
|
| 140 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 141 |
+
await fn()
|
| 142 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 143 |
+
await self._send_server_request(request)
|
| 144 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 145 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 146 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 147 |
+
await self._drain_writer()
|
| 148 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 149 |
+
await self._writer.drain()
|
| 150 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 151 |
+
await self._protocol._drain_helper()
|
| 152 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 153 |
+
raise ConnectionResetError('Connection lost')
|
| 154 |
+
ConnectionResetError: Connection lost
|
| 155 |
+
2026-04-29 09:36:23,281 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 156 |
+
Traceback (most recent call last):
|
| 157 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 158 |
+
await fn()
|
| 159 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 160 |
+
await self._send_server_request(request)
|
| 161 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 162 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 163 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 164 |
+
await self._drain_writer()
|
| 165 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 166 |
+
await self._writer.drain()
|
| 167 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 168 |
+
await self._protocol._drain_helper()
|
| 169 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 170 |
+
raise ConnectionResetError('Connection lost')
|
| 171 |
+
ConnectionResetError: Connection lost
|
| 172 |
+
2026-04-29 09:36:23,281 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 173 |
+
Traceback (most recent call last):
|
| 174 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 175 |
+
await fn()
|
| 176 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 177 |
+
await self._send_server_request(request)
|
| 178 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 179 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 180 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 181 |
+
await self._drain_writer()
|
| 182 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 183 |
+
await self._writer.drain()
|
| 184 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 185 |
+
await self._protocol._drain_helper()
|
| 186 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 187 |
+
raise ConnectionResetError('Connection lost')
|
| 188 |
+
ConnectionResetError: Connection lost
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/files/config.yaml
ADDED
|
@@ -0,0 +1,261 @@
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|
|
| 1 |
+
_wandb:
|
| 2 |
+
value:
|
| 3 |
+
cli_version: 0.25.1
|
| 4 |
+
e:
|
| 5 |
+
4ruoxdu897u7a3t0izgclxh04ws5ivrc:
|
| 6 |
+
args:
|
| 7 |
+
- --config
|
| 8 |
+
- /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/sft_config.yaml
|
| 9 |
+
- policy.model_name=/home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507
|
| 10 |
+
- policy.dtensor_cfg.tensor_parallel_size=4
|
| 11 |
+
- policy.dtensor_cfg.context_parallel_size=1
|
| 12 |
+
- policy.max_total_sequence_length=10000
|
| 13 |
+
- policy.dtensor_cfg.cpu_offload=true
|
| 14 |
+
- policy.dtensor_cfg.activation_checkpointing=true
|
| 15 |
+
- paths.base_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd
|
| 16 |
+
- paths.data_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/data/math_operations/primitive_atomic_balanced_sft_50k_mix_qwen3_4b_instruct_2507_l0p3
|
| 17 |
+
- checkpointing.checkpoint_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932
|
| 18 |
+
- logger.log_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs
|
| 19 |
+
- logger.wandb.project=mix-teachers-opsd
|
| 20 |
+
- logger.wandb.name=sft-math-ops-mix-l0p3-20260428-Qwen3-4B-Instruct-2507
|
| 21 |
+
- logger.tensorboard.log_dir=tb_logs-sft-math-ops-mix-qwen3-4b-l0p3
|
| 22 |
+
- cluster.gpus_per_node=4
|
| 23 |
+
- cluster.num_nodes=1
|
| 24 |
+
- sft.val_period=99999
|
| 25 |
+
- sft.val_at_start=false
|
| 26 |
+
- sft.val_at_end=false
|
| 27 |
+
- sft.max_num_epochs=1
|
| 28 |
+
- sft.max_num_steps=100
|
| 29 |
+
- checkpointing.save_period=20
|
| 30 |
+
- checkpointing.save_optimizer=false
|
| 31 |
+
- checkpointing.keep_top_k=null
|
| 32 |
+
- checkpointing.metric_name=null
|
| 33 |
+
- policy.train_global_batch_size=16
|
| 34 |
+
- policy.optimizer.kwargs.lr=1.0e-5
|
| 35 |
+
- policy.optimizer.kwargs.weight_decay=0.01
|
| 36 |
+
- 'policy.scheduler=[{name: "torch.optim.lr_scheduler.LinearLR", kwargs: {start_factor: 0.1, end_factor: 1.0, total_iters: 20}}, {name: "torch.optim.lr_scheduler.ConstantLR", kwargs: {factor: 1.0, total_iters: 10000000000}}, {milestones: [20]}]'
|
| 37 |
+
codePath: mix_teachers/train/math_operations_opsd/run_sft.py
|
| 38 |
+
codePathLocal: run_sft.py
|
| 39 |
+
cpu_count: 120
|
| 40 |
+
cpu_count_logical: 120
|
| 41 |
+
cudaVersion: "13.2"
|
| 42 |
+
disk:
|
| 43 |
+
/:
|
| 44 |
+
total: "511749718016"
|
| 45 |
+
used: "25194835968"
|
| 46 |
+
email: jiaruil5@andrew.cmu.edu
|
| 47 |
+
executable: /home/pj24003162/ku40003404/miniconda3/envs/opsd/bin/python3
|
| 48 |
+
git:
|
| 49 |
+
commit: d52cb0a032c2a5d9bbd1353182f467f4264687e6
|
| 50 |
+
remote: https://github.com/jiarui-liu/TeacherMix.git
|
| 51 |
+
gpu: NVIDIA H100
|
| 52 |
+
gpu_count: 4
|
| 53 |
+
gpu_nvidia:
|
| 54 |
+
- architecture: Hopper
|
| 55 |
+
cudaCores: 16896
|
| 56 |
+
memoryTotal: "100485038080"
|
| 57 |
+
name: NVIDIA H100
|
| 58 |
+
uuid: GPU-565e6e46-e03d-b95c-55d5-ef68de074c69
|
| 59 |
+
- architecture: Hopper
|
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checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/files/output.log
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|
The diff for this file is too large to render.
See raw diff
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|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/files/requirements.txt
ADDED
|
@@ -0,0 +1,289 @@
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| 1 |
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colorama==0.4.6
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|
| 3 |
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|
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|
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|
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|
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|
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|
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|
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nvidia-nvjitlink-cu12==12.8.93
|
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dill==0.4.1
|
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jiter==0.14.0
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sentencepiece==0.2.1
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click==8.3.3
|
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nvidia-cufft-cu12==11.3.3.83
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protobuf==6.33.6
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interegular==0.3.3
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asttokens==3.0.1
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| 38 |
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cuda-bindings==13.2.0
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blake3==1.0.8
|
| 40 |
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openai==2.32.0
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|
| 45 |
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| 49 |
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| 50 |
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| 54 |
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| 60 |
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| 61 |
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| 63 |
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| 64 |
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nvidia-cuda-cupti-cu12==12.8.90
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| 65 |
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| 67 |
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antlr4-python3-runtime==4.9.3
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| 70 |
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tzdata==2026.2
|
| 71 |
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torch==2.9.0
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markdown-it-py==4.0.0
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|
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|
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|
| 271 |
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xxhash==3.7.0
|
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|
| 273 |
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huey==2.6.0
|
| 274 |
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|
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apache-tvm-ffi==0.1.10
|
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nvidia-curand-cu12==10.3.9.90
|
| 277 |
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prettytable==3.17.0
|
| 278 |
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zipp==3.23.0
|
| 279 |
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tomli==2.4.0
|
| 280 |
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jaraco.text==4.0.0
|
| 281 |
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backports.tarfile==1.2.0
|
| 282 |
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more-itertools==10.8.0
|
| 283 |
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packaging==26.0
|
| 284 |
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autocommand==2.2.2
|
| 285 |
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platformdirs==4.4.0
|
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importlib_metadata==8.7.1
|
| 287 |
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wheel==0.46.3
|
| 288 |
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jaraco.context==6.1.0
|
| 289 |
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jaraco.functools==4.4.0
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,93 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"os": "Linux-4.18.0-477.27.1.el8_8.x86_64-x86_64-with-glibc2.28",
|
| 3 |
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"python": "CPython 3.11.15",
|
| 4 |
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"startedAt": "2026-04-28T23:51:21.064319Z",
|
| 5 |
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"args": [
|
| 6 |
+
"--config",
|
| 7 |
+
"/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/sft_config.yaml",
|
| 8 |
+
"policy.model_name=/home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507",
|
| 9 |
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"policy.dtensor_cfg.tensor_parallel_size=4",
|
| 10 |
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|
| 11 |
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"policy.max_total_sequence_length=10000",
|
| 12 |
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"policy.dtensor_cfg.cpu_offload=true",
|
| 13 |
+
"policy.dtensor_cfg.activation_checkpointing=true",
|
| 14 |
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"paths.base_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd",
|
| 15 |
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"paths.data_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/data/math_operations/primitive_atomic_balanced_sft_50k_mix_qwen3_4b_instruct_2507_l0p3",
|
| 16 |
+
"checkpointing.checkpoint_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932",
|
| 17 |
+
"logger.log_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs",
|
| 18 |
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"logger.wandb.project=mix-teachers-opsd",
|
| 19 |
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"logger.wandb.name=sft-math-ops-mix-l0p3-20260428-Qwen3-4B-Instruct-2507",
|
| 20 |
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"logger.tensorboard.log_dir=tb_logs-sft-math-ops-mix-qwen3-4b-l0p3",
|
| 21 |
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"cluster.gpus_per_node=4",
|
| 22 |
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"cluster.num_nodes=1",
|
| 23 |
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"sft.val_period=99999",
|
| 24 |
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"sft.val_at_start=false",
|
| 25 |
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"sft.val_at_end=false",
|
| 26 |
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"sft.max_num_epochs=1",
|
| 27 |
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"sft.max_num_steps=100",
|
| 28 |
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"checkpointing.save_period=20",
|
| 29 |
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"checkpointing.save_optimizer=false",
|
| 30 |
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"checkpointing.keep_top_k=null",
|
| 31 |
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"checkpointing.metric_name=null",
|
| 32 |
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"policy.train_global_batch_size=16",
|
| 33 |
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"policy.optimizer.kwargs.lr=1.0e-5",
|
| 34 |
+
"policy.optimizer.kwargs.weight_decay=0.01",
|
| 35 |
+
"policy.scheduler=[{name: \"torch.optim.lr_scheduler.LinearLR\", kwargs: {start_factor: 0.1, end_factor: 1.0, total_iters: 20}}, {name: \"torch.optim.lr_scheduler.ConstantLR\", kwargs: {factor: 1.0, total_iters: 10000000000}}, {milestones: [20]}]"
|
| 36 |
+
],
|
| 37 |
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"program": "/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/run_sft.py",
|
| 38 |
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"codePath": "mix_teachers/train/math_operations_opsd/run_sft.py",
|
| 39 |
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"codePathLocal": "run_sft.py",
|
| 40 |
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"git": {
|
| 41 |
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"remote": "https://github.com/jiarui-liu/TeacherMix.git",
|
| 42 |
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"commit": "d52cb0a032c2a5d9bbd1353182f467f4264687e6"
|
| 43 |
+
},
|
| 44 |
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"email": "jiaruil5@andrew.cmu.edu",
|
| 45 |
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| 46 |
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| 58 |
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| 61 |
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| 62 |
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| 63 |
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"name": "NVIDIA H100",
|
| 64 |
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| 65 |
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| 68 |
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| 69 |
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| 70 |
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"name": "NVIDIA H100",
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| 71 |
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| 72 |
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| 74 |
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| 75 |
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| 76 |
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{
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| 77 |
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"name": "NVIDIA H100",
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| 78 |
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| 81 |
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| 84 |
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| 85 |
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| 88 |
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| 90 |
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| 93 |
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checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/files/wandb-summary.json
ADDED
|
@@ -0,0 +1 @@
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|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/logs/debug-core.log
ADDED
|
@@ -0,0 +1,15 @@
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| 1 |
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{"time":"2026-04-29T08:51:27.458063597+09:00","level":"INFO","msg":"main: starting server","port-filename":"/tmp/5713623_c2Z0LW1hdGgtbWl4LXF3ZW4zLTRiLWwwcDMK/tmp12og_8x9/port-340.txt","pid":340,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
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| 2 |
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{"time":"2026-04-29T08:51:27.495689241+09:00","level":"INFO","msg":"server: will exit if parent process dies","ppid":340}
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{"time":"2026-04-29T08:51:27.496154599+09:00","level":"INFO","msg":"server: accepting connections","addr":{"Name":"/tmp/5713623_c2Z0LW1hdGgtbWl4LXF3ZW4zLTRiLWwwcDMK/wandb-340-8290-889414787/socket","Net":"unix"}}
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| 4 |
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{"time":"2026-04-29T08:51:27.695515039+09:00","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"1(@)"}
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| 5 |
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{"time":"2026-04-29T08:51:27.798753978+09:00","level":"INFO","msg":"handleInformInit: received","streamId":"wkd2t4a3","id":"1(@)"}
|
| 6 |
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{"time":"2026-04-29T08:51:29.589075614+09:00","level":"INFO","msg":"handleInformInit: stream started","streamId":"wkd2t4a3","id":"1(@)"}
|
| 7 |
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{"time":"2026-04-29T08:51:35.743644395+09:00","level":"INFO","msg":"connection: cancelling request","id":"1(@)","requestId":"metxkm4gh8rk"}
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| 8 |
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{"time":"2026-04-29T09:36:18.336428137+09:00","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"1(@)"}
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| 9 |
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{"time":"2026-04-29T09:36:18.337085386+09:00","level":"INFO","msg":"server is shutting down"}
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| 10 |
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{"time":"2026-04-29T09:36:18.33706569+09:00","level":"INFO","msg":"connection: closing","id":"1(@)"}
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| 11 |
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{"time":"2026-04-29T09:36:18.363882705+09:00","level":"INFO","msg":"connection: closed successfully","id":"1(@)"}
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| 12 |
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{"time":"2026-04-29T09:36:18.406365731+09:00","level":"INFO","msg":"server: listener closed","addr":{"Name":"/tmp/5713623_c2Z0LW1hdGgtbWl4LXF3ZW4zLTRiLWwwcDMK/wandb-340-8290-889414787/socket","Net":"unix"}}
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| 13 |
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{"time":"2026-04-29T09:36:21.084585141+09:00","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"1(@)"}
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| 14 |
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{"time":"2026-04-29T09:36:21.08471627+09:00","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"1(@)"}
|
| 15 |
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{"time":"2026-04-29T09:36:21.084786321+09:00","level":"INFO","msg":"server is closed"}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,378 @@
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|
| 1 |
+
{"time":"2026-04-29T08:51:27.80819234+09:00","level":"INFO","msg":"wandb-core"}
|
| 2 |
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{"time":"2026-04-29T08:51:27.862009384+09:00","level":"INFO","msg":"stream: starting","core version":"0.25.1"}
|
| 3 |
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{"time":"2026-04-29T08:51:29.583567998+09:00","level":"INFO","msg":"stream: created new stream","id":"wkd2t4a3"}
|
| 4 |
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{"time":"2026-04-29T08:51:29.584292579+09:00","level":"INFO","msg":"handler: started"}
|
| 5 |
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{"time":"2026-04-29T08:51:29.586114012+09:00","level":"INFO","msg":"writer: started","stream_id":"wkd2t4a3"}
|
| 6 |
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{"time":"2026-04-29T08:51:29.58720695+09:00","level":"INFO","msg":"sender: started"}
|
| 7 |
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{"time":"2026-04-29T08:51:29.589058058+09:00","level":"INFO","msg":"stream: started"}
|
| 8 |
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{"time":"2026-04-29T08:51:30.864685039+09:00","level":"INFO","msg":"filestream: sending request","total_files":1,"console_offset":0,"console_lines":1}
|
| 9 |
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{"time":"2026-04-29T08:51:31.411925943+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 10 |
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{"time":"2026-04-29T08:51:45.850267758+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":0,"events_lines":2,"console_offset":1,"console_lines":13,"uploaded_len":2}
|
| 11 |
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{"time":"2026-04-29T08:51:46.232753212+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 12 |
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{"time":"2026-04-29T08:52:00.850626339+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":2,"events_lines":2,"console_offset":13,"console_lines":16}
|
| 13 |
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{"time":"2026-04-29T08:52:01.292619216+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 14 |
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{"time":"2026-04-29T08:52:15.85011536+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":4,"events_lines":2,"console_offset":29,"console_lines":12}
|
| 15 |
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{"time":"2026-04-29T08:52:16.155383635+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 16 |
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{"time":"2026-04-29T08:52:30.850713626+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":6,"events_lines":2,"console_offset":40,"console_lines":14}
|
| 17 |
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{"time":"2026-04-29T08:52:31.248901674+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 18 |
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{"time":"2026-04-29T08:52:45.850311141+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":8,"events_lines":2,"console_offset":54,"console_lines":14}
|
| 19 |
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{"time":"2026-04-29T08:52:46.296419079+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 20 |
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{"time":"2026-04-29T08:53:00.849982095+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":10,"events_lines":2,"console_offset":68,"console_lines":31}
|
| 21 |
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{"time":"2026-04-29T08:53:01.268790553+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 22 |
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{"time":"2026-04-29T08:53:15.850499753+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":12,"events_lines":2,"console_offset":99,"console_lines":17}
|
| 23 |
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{"time":"2026-04-29T08:53:16.307574368+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 24 |
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{"time":"2026-04-29T08:53:30.850245044+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":14,"events_lines":2,"console_offset":116,"console_lines":15}
|
| 25 |
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{"time":"2026-04-29T08:53:31.199429519+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
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| 265 |
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| 266 |
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| 270 |
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| 319 |
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| 320 |
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| 323 |
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| 324 |
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|
| 325 |
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|
| 327 |
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| 328 |
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| 329 |
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|
| 333 |
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|
| 334 |
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|
| 335 |
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|
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|
| 337 |
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|
| 338 |
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|
| 339 |
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|
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|
| 341 |
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|
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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|
| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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{"time":"2026-04-29T09:33:46.284558223+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 352 |
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|
| 353 |
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|
| 354 |
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|
| 355 |
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{"time":"2026-04-29T09:34:16.122209311+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 356 |
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|
| 357 |
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|
| 358 |
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|
| 359 |
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{"time":"2026-04-29T09:34:46.326116971+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 360 |
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|
| 361 |
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{"time":"2026-04-29T09:35:01.232732144+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 362 |
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|
| 363 |
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{"time":"2026-04-29T09:35:16.261065159+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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{"time":"2026-04-29T09:35:46.175551057+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 368 |
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|
| 369 |
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{"time":"2026-04-29T09:36:01.209495074+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 370 |
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|
| 371 |
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{"time":"2026-04-29T09:36:16.318222732+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 372 |
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|
| 373 |
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|
| 374 |
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|
| 375 |
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{"time":"2026-04-29T09:36:21.057092019+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 376 |
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|
| 377 |
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|
| 378 |
+
{"time":"2026-04-29T09:36:21.071774957+09:00","level":"INFO","msg":"stream: closed"}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/logs/debug.log
ADDED
|
@@ -0,0 +1,188 @@
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|
| 1 |
+
2026-04-29 08:51:21,072 INFO MainThread:340 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1
|
| 2 |
+
2026-04-29 08:51:21,072 INFO MainThread:340 [wandb_setup.py:_flush():81] Configure stats pid to 340
|
| 3 |
+
2026-04-29 08:51:21,072 INFO MainThread:340 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
+
2026-04-29 08:51:21,073 INFO MainThread:340 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/logs/debug.log
|
| 5 |
+
2026-04-29 08:51:21,073 INFO MainThread:340 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001/wandb/wandb/run-20260429_085121-wkd2t4a3/logs/debug-internal.log
|
| 6 |
+
2026-04-29 08:51:21,073 INFO MainThread:340 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-04-29 08:51:21,073 INFO MainThread:340 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'_wandb': {}}
|
| 9 |
+
2026-04-29 08:51:21,073 INFO MainThread:340 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-04-29 08:51:27,694 INFO MainThread:340 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-04-29 08:51:27,712 INFO MainThread:340 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-04-29 08:51:27,719 INFO MainThread:340 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-04-29 08:51:27,757 INFO MainThread:340 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-04-29 08:51:30,139 INFO MainThread:340 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-04-29 08:51:30,739 INFO MainThread:340 [wandb_run.py:_console_start():2524] atexit reg
|
| 16 |
+
2026-04-29 08:51:30,739 INFO MainThread:340 [wandb_run.py:_redirect():2373] redirect: wrap_raw
|
| 17 |
+
2026-04-29 08:51:30,739 INFO MainThread:340 [wandb_run.py:_redirect():2442] Wrapping output streams.
|
| 18 |
+
2026-04-29 08:51:30,739 INFO MainThread:340 [wandb_run.py:_redirect():2465] Redirects installed.
|
| 19 |
+
2026-04-29 08:51:30,766 INFO MainThread:340 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-04-29 08:51:31,891 INFO MainThread:340 [wandb_run.py:_config_callback():1403] config_cb None None {'paths': {'base_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd', 'data_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/data/math_operations/primitive_atomic_balanced_sft_50k_mix_qwen3_4b_instruct_2507_l0p3'}, 'sft': {'max_num_epochs': 1, 'max_num_steps': 100, 'val_period': 99999, 'val_batches': 8, 'val_global_batch_size': 32, 'val_micro_batch_size': 1, 'val_at_start': False, 'val_at_end': False, 'seed': 42}, 'checkpointing': {'enabled': True, 'checkpoint_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932', 'metric_name': None, 'higher_is_better': False, 'keep_top_k': None, 'save_period': 20, 'checkpoint_must_save_by': None, 'save_optimizer': False}, 'policy': {'model_name': '/home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507', 'tokenizer': {'name': '/home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507', 'chat_template_kwargs': {'enable_thinking': False}}, 'train_global_batch_size': 16, 'train_micro_batch_size': 1, 'max_total_sequence_length': 10000, 'precision': 'bfloat16', 'offload_optimizer_for_logprob': False, 'dtensor_cfg': {'_v2': True, 'enabled': True, 'cpu_offload': True, 'sequence_parallel': False, 'activation_checkpointing': True, 'tensor_parallel_size': 4, 'context_parallel_size': 1, 'custom_parallel_plan': None, 'lora_cfg': {'enabled': False, 'target_modules': [], 'exclude_modules': [], 'match_all_linear': True, 'dim': 8, 'alpha': 32, 'dropout': 0.0, 'dropout_position': 'post', 'lora_A_init': 'xavier', 'use_triton': True}}, 'dynamic_batching': {'enabled': True, 'train_mb_tokens': 10000, 'sequence_length_round': 64}, 'sequence_packing': {'enabled': False, 'train_mb_tokens': 10000, 'algorithm': 'modified_first_fit_decreasing', 'sequence_length_round': 64}, 'make_sequence_length_divisible_by': 4, 'max_grad_norm': 1.0, 'optimizer': {'name': 'torch.optim.AdamW', 'kwargs': {'lr': 1e-05, 'weight_decay': 0.01, 'betas': [0.9, 0.95], 'eps': 1e-08, 'foreach': False, 'fused': False}}, 'megatron_cfg': {'enabled': False}, 'scheduler': [{'name': 'torch.optim.lr_scheduler.LinearLR', 'kwargs': {'start_factor': 0.1, 'end_factor': 1.0, 'total_iters': 20}}, {'name': 'torch.optim.lr_scheduler.ConstantLR', 'kwargs': {'factor': 1.0, 'total_iters': 10000000000}}, {'milestones': [20]}]}, 'data': {'max_input_seq_length': 10000, 'add_bos': True, 'add_eos': True, 'add_generation_prompt': False, 'shuffle': True, 'num_workers': 1, 'train': [{'dataset_name': 'math_ops_opsd', 'processor': 'sft_processor', 'prompt_file': None, 'system_prompt_file': '/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt'}], 'validation': [{'dataset_name': 'math_ops_opsd_val', 'processor': 'sft_processor', 'prompt_file': None, 'system_prompt_file': '/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt'}], 'default': {'prompt_file': None, 'system_prompt_file': '/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt', 'processor': 'sft_processor'}}, 'logger': {'log_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001', 'wandb_enabled': True, 'tensorboard_enabled': True, 'mlflow_enabled': False, 'swanlab_enabled': False, 'monitor_gpus': True, 'wandb': {'project': 'mix-teachers-opsd', 'entity': 'mathrl-jiarui', 'name': 'sft-math-ops-mix-l0p3-20260428-Qwen3-4B-Instruct-2507'}, 'tensorboard': {'log_dir': 'tb_logs-sft-math-ops-mix-qwen3-4b-l0p3'}, 'gpu_monitoring': {'collection_interval': 10, 'flush_interval': 10}}, 'cluster': {'gpus_per_node': 4, 'num_nodes': 1}}
|
| 21 |
+
2026-04-29 09:36:18,194 INFO wandb-AsyncioManager-main:340 [service_client.py:_forward_responses():134] Reached EOF.
|
| 22 |
+
2026-04-29 09:36:18,194 INFO wandb-AsyncioManager-main:340 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles.
|
| 23 |
+
2026-04-29 09:36:19,544 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 24 |
+
Traceback (most recent call last):
|
| 25 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 26 |
+
await fn()
|
| 27 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 28 |
+
await self._send_server_request(request)
|
| 29 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 30 |
+
await self._drain_writer()
|
| 31 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 32 |
+
await self._writer.drain()
|
| 33 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 34 |
+
await self._protocol._drain_helper()
|
| 35 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 36 |
+
raise ConnectionResetError('Connection lost')
|
| 37 |
+
ConnectionResetError: Connection lost
|
| 38 |
+
2026-04-29 09:36:19,562 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 39 |
+
Traceback (most recent call last):
|
| 40 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 41 |
+
await fn()
|
| 42 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 43 |
+
await self._send_server_request(request)
|
| 44 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 45 |
+
await self._drain_writer()
|
| 46 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 47 |
+
await self._writer.drain()
|
| 48 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 49 |
+
await self._protocol._drain_helper()
|
| 50 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 51 |
+
raise ConnectionResetError('Connection lost')
|
| 52 |
+
ConnectionResetError: Connection lost
|
| 53 |
+
2026-04-29 09:36:19,562 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 54 |
+
Traceback (most recent call last):
|
| 55 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 56 |
+
await fn()
|
| 57 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 58 |
+
await self._send_server_request(request)
|
| 59 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 60 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 61 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 62 |
+
await self._drain_writer()
|
| 63 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 64 |
+
await self._writer.drain()
|
| 65 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 66 |
+
await self._protocol._drain_helper()
|
| 67 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 68 |
+
raise ConnectionResetError('Connection lost')
|
| 69 |
+
ConnectionResetError: Connection lost
|
| 70 |
+
2026-04-29 09:36:19,563 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 71 |
+
Traceback (most recent call last):
|
| 72 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 73 |
+
await fn()
|
| 74 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 75 |
+
await self._send_server_request(request)
|
| 76 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 77 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 78 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 79 |
+
await self._drain_writer()
|
| 80 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 81 |
+
await self._writer.drain()
|
| 82 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 83 |
+
await self._protocol._drain_helper()
|
| 84 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 85 |
+
raise ConnectionResetError('Connection lost')
|
| 86 |
+
ConnectionResetError: Connection lost
|
| 87 |
+
2026-04-29 09:36:19,563 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 88 |
+
Traceback (most recent call last):
|
| 89 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 90 |
+
await fn()
|
| 91 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 92 |
+
await self._send_server_request(request)
|
| 93 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 94 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 95 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 96 |
+
await self._drain_writer()
|
| 97 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 98 |
+
await self._writer.drain()
|
| 99 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 100 |
+
await self._protocol._drain_helper()
|
| 101 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 102 |
+
raise ConnectionResetError('Connection lost')
|
| 103 |
+
ConnectionResetError: Connection lost
|
| 104 |
+
2026-04-29 09:36:19,563 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 105 |
+
Traceback (most recent call last):
|
| 106 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 107 |
+
await fn()
|
| 108 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 109 |
+
await self._send_server_request(request)
|
| 110 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 111 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 112 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 113 |
+
await self._drain_writer()
|
| 114 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 115 |
+
await self._writer.drain()
|
| 116 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 117 |
+
await self._protocol._drain_helper()
|
| 118 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 119 |
+
raise ConnectionResetError('Connection lost')
|
| 120 |
+
ConnectionResetError: Connection lost
|
| 121 |
+
2026-04-29 09:36:20,058 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 122 |
+
Traceback (most recent call last):
|
| 123 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 124 |
+
await fn()
|
| 125 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 126 |
+
await self._send_server_request(request)
|
| 127 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 128 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 129 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 130 |
+
await self._drain_writer()
|
| 131 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 132 |
+
await self._writer.drain()
|
| 133 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 134 |
+
await self._protocol._drain_helper()
|
| 135 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 136 |
+
raise ConnectionResetError('Connection lost')
|
| 137 |
+
ConnectionResetError: Connection lost
|
| 138 |
+
2026-04-29 09:36:20,059 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 139 |
+
Traceback (most recent call last):
|
| 140 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 141 |
+
await fn()
|
| 142 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 143 |
+
await self._send_server_request(request)
|
| 144 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 145 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 146 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 147 |
+
await self._drain_writer()
|
| 148 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 149 |
+
await self._writer.drain()
|
| 150 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 151 |
+
await self._protocol._drain_helper()
|
| 152 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 153 |
+
raise ConnectionResetError('Connection lost')
|
| 154 |
+
ConnectionResetError: Connection lost
|
| 155 |
+
2026-04-29 09:36:23,281 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 156 |
+
Traceback (most recent call last):
|
| 157 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 158 |
+
await fn()
|
| 159 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 160 |
+
await self._send_server_request(request)
|
| 161 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 162 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 163 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 164 |
+
await self._drain_writer()
|
| 165 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 166 |
+
await self._writer.drain()
|
| 167 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 168 |
+
await self._protocol._drain_helper()
|
| 169 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 170 |
+
raise ConnectionResetError('Connection lost')
|
| 171 |
+
ConnectionResetError: Connection lost
|
| 172 |
+
2026-04-29 09:36:23,281 ERROR wandb-AsyncioManager-main:340 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback.
|
| 173 |
+
Traceback (most recent call last):
|
| 174 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions
|
| 175 |
+
await fn()
|
| 176 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish
|
| 177 |
+
await self._send_server_request(request)
|
| 178 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 78, in _send_server_request
|
| 179 |
+
raise self._broken_exc.with_traceback(self._broken_tb)
|
| 180 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 87, in _send_server_request
|
| 181 |
+
await self._drain_writer()
|
| 182 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer
|
| 183 |
+
await self._writer.drain()
|
| 184 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain
|
| 185 |
+
await self._protocol._drain_helper()
|
| 186 |
+
File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper
|
| 187 |
+
raise ConnectionResetError('Connection lost')
|
| 188 |
+
ConnectionResetError: Connection lost
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/config.yaml
ADDED
|
@@ -0,0 +1,129 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
checkpointing:
|
| 2 |
+
checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932
|
| 3 |
+
checkpoint_must_save_by: null
|
| 4 |
+
enabled: true
|
| 5 |
+
higher_is_better: false
|
| 6 |
+
keep_top_k: null
|
| 7 |
+
metric_name: null
|
| 8 |
+
save_optimizer: false
|
| 9 |
+
save_period: 20
|
| 10 |
+
cluster:
|
| 11 |
+
gpus_per_node: 4
|
| 12 |
+
num_nodes: 1
|
| 13 |
+
data:
|
| 14 |
+
add_bos: true
|
| 15 |
+
add_eos: true
|
| 16 |
+
add_generation_prompt: false
|
| 17 |
+
default:
|
| 18 |
+
processor: sft_processor
|
| 19 |
+
prompt_file: null
|
| 20 |
+
system_prompt_file: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt
|
| 21 |
+
max_input_seq_length: 10000
|
| 22 |
+
num_workers: 1
|
| 23 |
+
shuffle: true
|
| 24 |
+
train:
|
| 25 |
+
- dataset_name: math_ops_opsd
|
| 26 |
+
processor: sft_processor
|
| 27 |
+
prompt_file: null
|
| 28 |
+
system_prompt_file: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt
|
| 29 |
+
validation:
|
| 30 |
+
- dataset_name: math_ops_opsd_val
|
| 31 |
+
processor: sft_processor
|
| 32 |
+
prompt_file: null
|
| 33 |
+
system_prompt_file: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt
|
| 34 |
+
logger:
|
| 35 |
+
gpu_monitoring:
|
| 36 |
+
collection_interval: 10
|
| 37 |
+
flush_interval: 10
|
| 38 |
+
log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001
|
| 39 |
+
mlflow_enabled: false
|
| 40 |
+
monitor_gpus: true
|
| 41 |
+
swanlab_enabled: false
|
| 42 |
+
tensorboard:
|
| 43 |
+
log_dir: tb_logs-sft-math-ops-mix-qwen3-4b-l0p3
|
| 44 |
+
tensorboard_enabled: true
|
| 45 |
+
wandb:
|
| 46 |
+
entity: mathrl-jiarui
|
| 47 |
+
name: sft-math-ops-mix-l0p3-20260428-Qwen3-4B-Instruct-2507
|
| 48 |
+
project: mix-teachers-opsd
|
| 49 |
+
wandb_enabled: true
|
| 50 |
+
paths:
|
| 51 |
+
base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd
|
| 52 |
+
data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/math_operations/primitive_atomic_balanced_sft_50k_mix_qwen3_4b_instruct_2507_l0p3
|
| 53 |
+
policy:
|
| 54 |
+
dtensor_cfg:
|
| 55 |
+
_v2: true
|
| 56 |
+
activation_checkpointing: true
|
| 57 |
+
context_parallel_size: 1
|
| 58 |
+
cpu_offload: true
|
| 59 |
+
custom_parallel_plan: null
|
| 60 |
+
enabled: true
|
| 61 |
+
lora_cfg:
|
| 62 |
+
alpha: 32
|
| 63 |
+
dim: 8
|
| 64 |
+
dropout: 0.0
|
| 65 |
+
dropout_position: post
|
| 66 |
+
enabled: false
|
| 67 |
+
exclude_modules: []
|
| 68 |
+
lora_A_init: xavier
|
| 69 |
+
match_all_linear: true
|
| 70 |
+
target_modules: []
|
| 71 |
+
use_triton: true
|
| 72 |
+
sequence_parallel: false
|
| 73 |
+
tensor_parallel_size: 4
|
| 74 |
+
dynamic_batching:
|
| 75 |
+
enabled: true
|
| 76 |
+
sequence_length_round: 64
|
| 77 |
+
train_mb_tokens: 10000
|
| 78 |
+
make_sequence_length_divisible_by: 4
|
| 79 |
+
max_grad_norm: 1.0
|
| 80 |
+
max_total_sequence_length: 10000
|
| 81 |
+
megatron_cfg:
|
| 82 |
+
enabled: false
|
| 83 |
+
model_name: /home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507
|
| 84 |
+
offload_optimizer_for_logprob: false
|
| 85 |
+
optimizer:
|
| 86 |
+
kwargs:
|
| 87 |
+
betas:
|
| 88 |
+
- 0.9
|
| 89 |
+
- 0.95
|
| 90 |
+
eps: 1.0e-08
|
| 91 |
+
foreach: false
|
| 92 |
+
fused: false
|
| 93 |
+
lr: 1.0e-05
|
| 94 |
+
weight_decay: 0.01
|
| 95 |
+
name: torch.optim.AdamW
|
| 96 |
+
precision: bfloat16
|
| 97 |
+
scheduler:
|
| 98 |
+
- kwargs:
|
| 99 |
+
end_factor: 1.0
|
| 100 |
+
start_factor: 0.1
|
| 101 |
+
total_iters: 20
|
| 102 |
+
name: torch.optim.lr_scheduler.LinearLR
|
| 103 |
+
- kwargs:
|
| 104 |
+
factor: 1.0
|
| 105 |
+
total_iters: 10000000000
|
| 106 |
+
name: torch.optim.lr_scheduler.ConstantLR
|
| 107 |
+
- milestones:
|
| 108 |
+
- 20
|
| 109 |
+
sequence_packing:
|
| 110 |
+
algorithm: modified_first_fit_decreasing
|
| 111 |
+
enabled: false
|
| 112 |
+
sequence_length_round: 64
|
| 113 |
+
train_mb_tokens: 10000
|
| 114 |
+
tokenizer:
|
| 115 |
+
chat_template_kwargs:
|
| 116 |
+
enable_thinking: false
|
| 117 |
+
name: /home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507
|
| 118 |
+
train_global_batch_size: 16
|
| 119 |
+
train_micro_batch_size: 1
|
| 120 |
+
sft:
|
| 121 |
+
max_num_epochs: 1
|
| 122 |
+
max_num_steps: 100
|
| 123 |
+
seed: 42
|
| 124 |
+
val_at_end: false
|
| 125 |
+
val_at_start: false
|
| 126 |
+
val_batches: 8
|
| 127 |
+
val_global_batch_size: 32
|
| 128 |
+
val_micro_batch_size: 1
|
| 129 |
+
val_period: 99999
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/tokenizer/added_tokens.json
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</think>": 151668,
|
| 3 |
+
"</tool_call>": 151658,
|
| 4 |
+
"</tool_response>": 151666,
|
| 5 |
+
"<think>": 151667,
|
| 6 |
+
"<tool_call>": 151657,
|
| 7 |
+
"<tool_response>": 151665,
|
| 8 |
+
"<|box_end|>": 151649,
|
| 9 |
+
"<|box_start|>": 151648,
|
| 10 |
+
"<|endoftext|>": 151643,
|
| 11 |
+
"<|file_sep|>": 151664,
|
| 12 |
+
"<|fim_middle|>": 151660,
|
| 13 |
+
"<|fim_pad|>": 151662,
|
| 14 |
+
"<|fim_prefix|>": 151659,
|
| 15 |
+
"<|fim_suffix|>": 151661,
|
| 16 |
+
"<|im_end|>": 151645,
|
| 17 |
+
"<|im_start|>": 151644,
|
| 18 |
+
"<|image_pad|>": 151655,
|
| 19 |
+
"<|object_ref_end|>": 151647,
|
| 20 |
+
"<|object_ref_start|>": 151646,
|
| 21 |
+
"<|quad_end|>": 151651,
|
| 22 |
+
"<|quad_start|>": 151650,
|
| 23 |
+
"<|repo_name|>": 151663,
|
| 24 |
+
"<|video_pad|>": 151656,
|
| 25 |
+
"<|vision_end|>": 151653,
|
| 26 |
+
"<|vision_pad|>": 151654,
|
| 27 |
+
"<|vision_start|>": 151652
|
| 28 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/tokenizer/chat_template.jinja
ADDED
|
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{%- if tools %}
|
| 2 |
+
{{- '<|im_start|>system\n' }}
|
| 3 |
+
{%- if messages[0].role == 'system' %}
|
| 4 |
+
{{- messages[0].content + '\n\n' }}
|
| 5 |
+
{%- endif %}
|
| 6 |
+
{{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
|
| 7 |
+
{%- for tool in tools %}
|
| 8 |
+
{{- "\n" }}
|
| 9 |
+
{{- tool | tojson }}
|
| 10 |
+
{%- endfor %}
|
| 11 |
+
{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
|
| 12 |
+
{%- else %}
|
| 13 |
+
{%- if messages[0].role == 'system' %}
|
| 14 |
+
{{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
|
| 15 |
+
{%- endif %}
|
| 16 |
+
{%- endif %}
|
| 17 |
+
{%- for message in messages %}
|
| 18 |
+
{%- if message.content is string %}
|
| 19 |
+
{%- set content = message.content %}
|
| 20 |
+
{%- else %}
|
| 21 |
+
{%- set content = '' %}
|
| 22 |
+
{%- endif %}
|
| 23 |
+
{%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
|
| 24 |
+
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
|
| 25 |
+
{%- elif message.role == "assistant" %}
|
| 26 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 27 |
+
{%- if message.tool_calls %}
|
| 28 |
+
{%- for tool_call in message.tool_calls %}
|
| 29 |
+
{%- if (loop.first and content) or (not loop.first) %}
|
| 30 |
+
{{- '\n' }}
|
| 31 |
+
{%- endif %}
|
| 32 |
+
{%- if tool_call.function %}
|
| 33 |
+
{%- set tool_call = tool_call.function %}
|
| 34 |
+
{%- endif %}
|
| 35 |
+
{{- '<tool_call>\n{"name": "' }}
|
| 36 |
+
{{- tool_call.name }}
|
| 37 |
+
{{- '", "arguments": ' }}
|
| 38 |
+
{%- if tool_call.arguments is string %}
|
| 39 |
+
{{- tool_call.arguments }}
|
| 40 |
+
{%- else %}
|
| 41 |
+
{{- tool_call.arguments | tojson }}
|
| 42 |
+
{%- endif %}
|
| 43 |
+
{{- '}\n</tool_call>' }}
|
| 44 |
+
{%- endfor %}
|
| 45 |
+
{%- endif %}
|
| 46 |
+
{{- '<|im_end|>\n' }}
|
| 47 |
+
{%- elif message.role == "tool" %}
|
| 48 |
+
{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
|
| 49 |
+
{{- '<|im_start|>user' }}
|
| 50 |
+
{%- endif %}
|
| 51 |
+
{{- '\n<tool_response>\n' }}
|
| 52 |
+
{{- content }}
|
| 53 |
+
{{- '\n</tool_response>' }}
|
| 54 |
+
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
|
| 55 |
+
{{- '<|im_end|>\n' }}
|
| 56 |
+
{%- endif %}
|
| 57 |
+
{%- endif %}
|
| 58 |
+
{%- endfor %}
|
| 59 |
+
{%- if add_generation_prompt %}
|
| 60 |
+
{{- '<|im_start|>assistant\n' }}
|
| 61 |
+
{%- endif %}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/tokenizer/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/tokenizer/special_tokens_map.json
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<|im_start|>",
|
| 4 |
+
"<|im_end|>",
|
| 5 |
+
"<|object_ref_start|>",
|
| 6 |
+
"<|object_ref_end|>",
|
| 7 |
+
"<|box_start|>",
|
| 8 |
+
"<|box_end|>",
|
| 9 |
+
"<|quad_start|>",
|
| 10 |
+
"<|quad_end|>",
|
| 11 |
+
"<|vision_start|>",
|
| 12 |
+
"<|vision_end|>",
|
| 13 |
+
"<|vision_pad|>",
|
| 14 |
+
"<|image_pad|>",
|
| 15 |
+
"<|video_pad|>"
|
| 16 |
+
],
|
| 17 |
+
"eos_token": {
|
| 18 |
+
"content": "<|im_end|>",
|
| 19 |
+
"lstrip": false,
|
| 20 |
+
"normalized": false,
|
| 21 |
+
"rstrip": false,
|
| 22 |
+
"single_word": false
|
| 23 |
+
},
|
| 24 |
+
"pad_token": {
|
| 25 |
+
"content": "<|endoftext|>",
|
| 26 |
+
"lstrip": false,
|
| 27 |
+
"normalized": false,
|
| 28 |
+
"rstrip": false,
|
| 29 |
+
"single_word": false
|
| 30 |
+
}
|
| 31 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/tokenizer/tokenizer_config.json
ADDED
|
@@ -0,0 +1,239 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": false,
|
| 3 |
+
"add_prefix_space": false,
|
| 4 |
+
"added_tokens_decoder": {
|
| 5 |
+
"151643": {
|
| 6 |
+
"content": "<|endoftext|>",
|
| 7 |
+
"lstrip": false,
|
| 8 |
+
"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false,
|
| 11 |
+
"special": true
|
| 12 |
+
},
|
| 13 |
+
"151644": {
|
| 14 |
+
"content": "<|im_start|>",
|
| 15 |
+
"lstrip": false,
|
| 16 |
+
"normalized": false,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false,
|
| 19 |
+
"special": true
|
| 20 |
+
},
|
| 21 |
+
"151645": {
|
| 22 |
+
"content": "<|im_end|>",
|
| 23 |
+
"lstrip": false,
|
| 24 |
+
"normalized": false,
|
| 25 |
+
"rstrip": false,
|
| 26 |
+
"single_word": false,
|
| 27 |
+
"special": true
|
| 28 |
+
},
|
| 29 |
+
"151646": {
|
| 30 |
+
"content": "<|object_ref_start|>",
|
| 31 |
+
"lstrip": false,
|
| 32 |
+
"normalized": false,
|
| 33 |
+
"rstrip": false,
|
| 34 |
+
"single_word": false,
|
| 35 |
+
"special": true
|
| 36 |
+
},
|
| 37 |
+
"151647": {
|
| 38 |
+
"content": "<|object_ref_end|>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": false,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false,
|
| 43 |
+
"special": true
|
| 44 |
+
},
|
| 45 |
+
"151648": {
|
| 46 |
+
"content": "<|box_start|>",
|
| 47 |
+
"lstrip": false,
|
| 48 |
+
"normalized": false,
|
| 49 |
+
"rstrip": false,
|
| 50 |
+
"single_word": false,
|
| 51 |
+
"special": true
|
| 52 |
+
},
|
| 53 |
+
"151649": {
|
| 54 |
+
"content": "<|box_end|>",
|
| 55 |
+
"lstrip": false,
|
| 56 |
+
"normalized": false,
|
| 57 |
+
"rstrip": false,
|
| 58 |
+
"single_word": false,
|
| 59 |
+
"special": true
|
| 60 |
+
},
|
| 61 |
+
"151650": {
|
| 62 |
+
"content": "<|quad_start|>",
|
| 63 |
+
"lstrip": false,
|
| 64 |
+
"normalized": false,
|
| 65 |
+
"rstrip": false,
|
| 66 |
+
"single_word": false,
|
| 67 |
+
"special": true
|
| 68 |
+
},
|
| 69 |
+
"151651": {
|
| 70 |
+
"content": "<|quad_end|>",
|
| 71 |
+
"lstrip": false,
|
| 72 |
+
"normalized": false,
|
| 73 |
+
"rstrip": false,
|
| 74 |
+
"single_word": false,
|
| 75 |
+
"special": true
|
| 76 |
+
},
|
| 77 |
+
"151652": {
|
| 78 |
+
"content": "<|vision_start|>",
|
| 79 |
+
"lstrip": false,
|
| 80 |
+
"normalized": false,
|
| 81 |
+
"rstrip": false,
|
| 82 |
+
"single_word": false,
|
| 83 |
+
"special": true
|
| 84 |
+
},
|
| 85 |
+
"151653": {
|
| 86 |
+
"content": "<|vision_end|>",
|
| 87 |
+
"lstrip": false,
|
| 88 |
+
"normalized": false,
|
| 89 |
+
"rstrip": false,
|
| 90 |
+
"single_word": false,
|
| 91 |
+
"special": true
|
| 92 |
+
},
|
| 93 |
+
"151654": {
|
| 94 |
+
"content": "<|vision_pad|>",
|
| 95 |
+
"lstrip": false,
|
| 96 |
+
"normalized": false,
|
| 97 |
+
"rstrip": false,
|
| 98 |
+
"single_word": false,
|
| 99 |
+
"special": true
|
| 100 |
+
},
|
| 101 |
+
"151655": {
|
| 102 |
+
"content": "<|image_pad|>",
|
| 103 |
+
"lstrip": false,
|
| 104 |
+
"normalized": false,
|
| 105 |
+
"rstrip": false,
|
| 106 |
+
"single_word": false,
|
| 107 |
+
"special": true
|
| 108 |
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|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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| 121 |
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| 122 |
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|
| 123 |
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|
| 124 |
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| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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|
| 173 |
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|
| 174 |
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| 175 |
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| 176 |
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| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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| 185 |
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|
| 186 |
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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"151668": {
|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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"rstrip": false,
|
| 210 |
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"single_word": false,
|
| 211 |
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"special": false
|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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"<|object_ref_start|>",
|
| 218 |
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|
| 219 |
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"<|box_start|>",
|
| 220 |
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"<|box_end|>",
|
| 221 |
+
"<|quad_start|>",
|
| 222 |
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"<|quad_end|>",
|
| 223 |
+
"<|vision_start|>",
|
| 224 |
+
"<|vision_end|>",
|
| 225 |
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"<|vision_pad|>",
|
| 226 |
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"<|image_pad|>",
|
| 227 |
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"<|video_pad|>"
|
| 228 |
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],
|
| 229 |
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"bos_token": null,
|
| 230 |
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|
| 231 |
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"eos_token": "<|im_end|>",
|
| 232 |
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"errors": "replace",
|
| 233 |
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"extra_special_tokens": {},
|
| 234 |
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"model_max_length": 1010000,
|
| 235 |
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"pad_token": "<|endoftext|>",
|
| 236 |
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|
| 237 |
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"tokenizer_class": "Qwen2Tokenizer",
|
| 238 |
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|
| 239 |
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}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/tokenizer/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/weights/model/.hf_metadata/config.json
ADDED
|
@@ -0,0 +1,70 @@
|
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|
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|
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|
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|
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|
|
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|
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|
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
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|
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|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"Qwen3ForCausalLM"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
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"attention_dropout": 0.0,
|
| 7 |
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|
| 8 |
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"dtype": "float32",
|
| 9 |
+
"eos_token_id": 151645,
|
| 10 |
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|
| 11 |
+
"hidden_act": "silu",
|
| 12 |
+
"hidden_size": 2560,
|
| 13 |
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|
| 14 |
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"intermediate_size": 9728,
|
| 15 |
+
"layer_types": [
|
| 16 |
+
"full_attention",
|
| 17 |
+
"full_attention",
|
| 18 |
+
"full_attention",
|
| 19 |
+
"full_attention",
|
| 20 |
+
"full_attention",
|
| 21 |
+
"full_attention",
|
| 22 |
+
"full_attention",
|
| 23 |
+
"full_attention",
|
| 24 |
+
"full_attention",
|
| 25 |
+
"full_attention",
|
| 26 |
+
"full_attention",
|
| 27 |
+
"full_attention",
|
| 28 |
+
"full_attention",
|
| 29 |
+
"full_attention",
|
| 30 |
+
"full_attention",
|
| 31 |
+
"full_attention",
|
| 32 |
+
"full_attention",
|
| 33 |
+
"full_attention",
|
| 34 |
+
"full_attention",
|
| 35 |
+
"full_attention",
|
| 36 |
+
"full_attention",
|
| 37 |
+
"full_attention",
|
| 38 |
+
"full_attention",
|
| 39 |
+
"full_attention",
|
| 40 |
+
"full_attention",
|
| 41 |
+
"full_attention",
|
| 42 |
+
"full_attention",
|
| 43 |
+
"full_attention",
|
| 44 |
+
"full_attention",
|
| 45 |
+
"full_attention",
|
| 46 |
+
"full_attention",
|
| 47 |
+
"full_attention",
|
| 48 |
+
"full_attention",
|
| 49 |
+
"full_attention",
|
| 50 |
+
"full_attention",
|
| 51 |
+
"full_attention"
|
| 52 |
+
],
|
| 53 |
+
"max_position_embeddings": 262144,
|
| 54 |
+
"max_window_layers": 36,
|
| 55 |
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"model_type": "qwen3",
|
| 56 |
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"nemo_version": "0.2.0",
|
| 57 |
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"num_attention_heads": 32,
|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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"rope_theta": 5000000,
|
| 64 |
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|
| 65 |
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"tie_word_embeddings": true,
|
| 66 |
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"transformers_version": "4.57.1",
|
| 67 |
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"use_cache": false,
|
| 68 |
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"use_sliding_window": false,
|
| 69 |
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"vocab_size": 151936
|
| 70 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json
ADDED
|
@@ -0,0 +1,400 @@
|
|
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|
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|
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|
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|
|
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checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/policy/weights/model/.hf_metadata/generation_config.json
ADDED
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{
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checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_100/training_info.json
ADDED
|
@@ -0,0 +1 @@
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|
|
| 1 |
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{"epoch": 0, "step": 0, "total_steps": 100, "consumed_samples": 1600, "total_valid_tokens": 3853425.0}
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checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/config.yaml
ADDED
|
@@ -0,0 +1,129 @@
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|
| 1 |
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checkpointing:
|
| 2 |
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checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932
|
| 3 |
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checkpoint_must_save_by: null
|
| 4 |
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enabled: true
|
| 5 |
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higher_is_better: false
|
| 6 |
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keep_top_k: null
|
| 7 |
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metric_name: null
|
| 8 |
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save_optimizer: false
|
| 9 |
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save_period: 20
|
| 10 |
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cluster:
|
| 11 |
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gpus_per_node: 4
|
| 12 |
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num_nodes: 1
|
| 13 |
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data:
|
| 14 |
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add_bos: true
|
| 15 |
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add_eos: true
|
| 16 |
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add_generation_prompt: false
|
| 17 |
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default:
|
| 18 |
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processor: sft_processor
|
| 19 |
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prompt_file: null
|
| 20 |
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system_prompt_file: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt
|
| 21 |
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max_input_seq_length: 10000
|
| 22 |
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num_workers: 1
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| 23 |
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shuffle: true
|
| 24 |
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train:
|
| 25 |
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- dataset_name: math_ops_opsd
|
| 26 |
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processor: sft_processor
|
| 27 |
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prompt_file: null
|
| 28 |
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system_prompt_file: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt
|
| 29 |
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validation:
|
| 30 |
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- dataset_name: math_ops_opsd_val
|
| 31 |
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processor: sft_processor
|
| 32 |
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prompt_file: null
|
| 33 |
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system_prompt_file: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt
|
| 34 |
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logger:
|
| 35 |
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gpu_monitoring:
|
| 36 |
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collection_interval: 10
|
| 37 |
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flush_interval: 10
|
| 38 |
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log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001
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| 39 |
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mlflow_enabled: false
|
| 40 |
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monitor_gpus: true
|
| 41 |
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swanlab_enabled: false
|
| 42 |
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tensorboard:
|
| 43 |
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log_dir: tb_logs-sft-math-ops-mix-qwen3-4b-l0p3
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| 44 |
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tensorboard_enabled: true
|
| 45 |
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wandb:
|
| 46 |
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entity: mathrl-jiarui
|
| 47 |
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name: sft-math-ops-mix-l0p3-20260428-Qwen3-4B-Instruct-2507
|
| 48 |
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project: mix-teachers-opsd
|
| 49 |
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wandb_enabled: true
|
| 50 |
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paths:
|
| 51 |
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base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd
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| 52 |
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data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/math_operations/primitive_atomic_balanced_sft_50k_mix_qwen3_4b_instruct_2507_l0p3
|
| 53 |
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policy:
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| 54 |
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dtensor_cfg:
|
| 55 |
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_v2: true
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| 56 |
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activation_checkpointing: true
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| 57 |
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context_parallel_size: 1
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| 58 |
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cpu_offload: true
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| 59 |
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custom_parallel_plan: null
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enabled: true
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| 61 |
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lora_cfg:
|
| 62 |
+
alpha: 32
|
| 63 |
+
dim: 8
|
| 64 |
+
dropout: 0.0
|
| 65 |
+
dropout_position: post
|
| 66 |
+
enabled: false
|
| 67 |
+
exclude_modules: []
|
| 68 |
+
lora_A_init: xavier
|
| 69 |
+
match_all_linear: true
|
| 70 |
+
target_modules: []
|
| 71 |
+
use_triton: true
|
| 72 |
+
sequence_parallel: false
|
| 73 |
+
tensor_parallel_size: 4
|
| 74 |
+
dynamic_batching:
|
| 75 |
+
enabled: true
|
| 76 |
+
sequence_length_round: 64
|
| 77 |
+
train_mb_tokens: 10000
|
| 78 |
+
make_sequence_length_divisible_by: 4
|
| 79 |
+
max_grad_norm: 1.0
|
| 80 |
+
max_total_sequence_length: 10000
|
| 81 |
+
megatron_cfg:
|
| 82 |
+
enabled: false
|
| 83 |
+
model_name: /home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507
|
| 84 |
+
offload_optimizer_for_logprob: false
|
| 85 |
+
optimizer:
|
| 86 |
+
kwargs:
|
| 87 |
+
betas:
|
| 88 |
+
- 0.9
|
| 89 |
+
- 0.95
|
| 90 |
+
eps: 1.0e-08
|
| 91 |
+
foreach: false
|
| 92 |
+
fused: false
|
| 93 |
+
lr: 1.0e-05
|
| 94 |
+
weight_decay: 0.01
|
| 95 |
+
name: torch.optim.AdamW
|
| 96 |
+
precision: bfloat16
|
| 97 |
+
scheduler:
|
| 98 |
+
- kwargs:
|
| 99 |
+
end_factor: 1.0
|
| 100 |
+
start_factor: 0.1
|
| 101 |
+
total_iters: 20
|
| 102 |
+
name: torch.optim.lr_scheduler.LinearLR
|
| 103 |
+
- kwargs:
|
| 104 |
+
factor: 1.0
|
| 105 |
+
total_iters: 10000000000
|
| 106 |
+
name: torch.optim.lr_scheduler.ConstantLR
|
| 107 |
+
- milestones:
|
| 108 |
+
- 20
|
| 109 |
+
sequence_packing:
|
| 110 |
+
algorithm: modified_first_fit_decreasing
|
| 111 |
+
enabled: false
|
| 112 |
+
sequence_length_round: 64
|
| 113 |
+
train_mb_tokens: 10000
|
| 114 |
+
tokenizer:
|
| 115 |
+
chat_template_kwargs:
|
| 116 |
+
enable_thinking: false
|
| 117 |
+
name: /home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507
|
| 118 |
+
train_global_batch_size: 16
|
| 119 |
+
train_micro_batch_size: 1
|
| 120 |
+
sft:
|
| 121 |
+
max_num_epochs: 1
|
| 122 |
+
max_num_steps: 100
|
| 123 |
+
seed: 42
|
| 124 |
+
val_at_end: false
|
| 125 |
+
val_at_start: false
|
| 126 |
+
val_batches: 8
|
| 127 |
+
val_global_batch_size: 32
|
| 128 |
+
val_micro_batch_size: 1
|
| 129 |
+
val_period: 99999
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/tokenizer/added_tokens.json
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</think>": 151668,
|
| 3 |
+
"</tool_call>": 151658,
|
| 4 |
+
"</tool_response>": 151666,
|
| 5 |
+
"<think>": 151667,
|
| 6 |
+
"<tool_call>": 151657,
|
| 7 |
+
"<tool_response>": 151665,
|
| 8 |
+
"<|box_end|>": 151649,
|
| 9 |
+
"<|box_start|>": 151648,
|
| 10 |
+
"<|endoftext|>": 151643,
|
| 11 |
+
"<|file_sep|>": 151664,
|
| 12 |
+
"<|fim_middle|>": 151660,
|
| 13 |
+
"<|fim_pad|>": 151662,
|
| 14 |
+
"<|fim_prefix|>": 151659,
|
| 15 |
+
"<|fim_suffix|>": 151661,
|
| 16 |
+
"<|im_end|>": 151645,
|
| 17 |
+
"<|im_start|>": 151644,
|
| 18 |
+
"<|image_pad|>": 151655,
|
| 19 |
+
"<|object_ref_end|>": 151647,
|
| 20 |
+
"<|object_ref_start|>": 151646,
|
| 21 |
+
"<|quad_end|>": 151651,
|
| 22 |
+
"<|quad_start|>": 151650,
|
| 23 |
+
"<|repo_name|>": 151663,
|
| 24 |
+
"<|video_pad|>": 151656,
|
| 25 |
+
"<|vision_end|>": 151653,
|
| 26 |
+
"<|vision_pad|>": 151654,
|
| 27 |
+
"<|vision_start|>": 151652
|
| 28 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/tokenizer/chat_template.jinja
ADDED
|
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{%- if tools %}
|
| 2 |
+
{{- '<|im_start|>system\n' }}
|
| 3 |
+
{%- if messages[0].role == 'system' %}
|
| 4 |
+
{{- messages[0].content + '\n\n' }}
|
| 5 |
+
{%- endif %}
|
| 6 |
+
{{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
|
| 7 |
+
{%- for tool in tools %}
|
| 8 |
+
{{- "\n" }}
|
| 9 |
+
{{- tool | tojson }}
|
| 10 |
+
{%- endfor %}
|
| 11 |
+
{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
|
| 12 |
+
{%- else %}
|
| 13 |
+
{%- if messages[0].role == 'system' %}
|
| 14 |
+
{{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
|
| 15 |
+
{%- endif %}
|
| 16 |
+
{%- endif %}
|
| 17 |
+
{%- for message in messages %}
|
| 18 |
+
{%- if message.content is string %}
|
| 19 |
+
{%- set content = message.content %}
|
| 20 |
+
{%- else %}
|
| 21 |
+
{%- set content = '' %}
|
| 22 |
+
{%- endif %}
|
| 23 |
+
{%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
|
| 24 |
+
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
|
| 25 |
+
{%- elif message.role == "assistant" %}
|
| 26 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 27 |
+
{%- if message.tool_calls %}
|
| 28 |
+
{%- for tool_call in message.tool_calls %}
|
| 29 |
+
{%- if (loop.first and content) or (not loop.first) %}
|
| 30 |
+
{{- '\n' }}
|
| 31 |
+
{%- endif %}
|
| 32 |
+
{%- if tool_call.function %}
|
| 33 |
+
{%- set tool_call = tool_call.function %}
|
| 34 |
+
{%- endif %}
|
| 35 |
+
{{- '<tool_call>\n{"name": "' }}
|
| 36 |
+
{{- tool_call.name }}
|
| 37 |
+
{{- '", "arguments": ' }}
|
| 38 |
+
{%- if tool_call.arguments is string %}
|
| 39 |
+
{{- tool_call.arguments }}
|
| 40 |
+
{%- else %}
|
| 41 |
+
{{- tool_call.arguments | tojson }}
|
| 42 |
+
{%- endif %}
|
| 43 |
+
{{- '}\n</tool_call>' }}
|
| 44 |
+
{%- endfor %}
|
| 45 |
+
{%- endif %}
|
| 46 |
+
{{- '<|im_end|>\n' }}
|
| 47 |
+
{%- elif message.role == "tool" %}
|
| 48 |
+
{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
|
| 49 |
+
{{- '<|im_start|>user' }}
|
| 50 |
+
{%- endif %}
|
| 51 |
+
{{- '\n<tool_response>\n' }}
|
| 52 |
+
{{- content }}
|
| 53 |
+
{{- '\n</tool_response>' }}
|
| 54 |
+
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
|
| 55 |
+
{{- '<|im_end|>\n' }}
|
| 56 |
+
{%- endif %}
|
| 57 |
+
{%- endif %}
|
| 58 |
+
{%- endfor %}
|
| 59 |
+
{%- if add_generation_prompt %}
|
| 60 |
+
{{- '<|im_start|>assistant\n' }}
|
| 61 |
+
{%- endif %}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/tokenizer/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/tokenizer/special_tokens_map.json
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<|im_start|>",
|
| 4 |
+
"<|im_end|>",
|
| 5 |
+
"<|object_ref_start|>",
|
| 6 |
+
"<|object_ref_end|>",
|
| 7 |
+
"<|box_start|>",
|
| 8 |
+
"<|box_end|>",
|
| 9 |
+
"<|quad_start|>",
|
| 10 |
+
"<|quad_end|>",
|
| 11 |
+
"<|vision_start|>",
|
| 12 |
+
"<|vision_end|>",
|
| 13 |
+
"<|vision_pad|>",
|
| 14 |
+
"<|image_pad|>",
|
| 15 |
+
"<|video_pad|>"
|
| 16 |
+
],
|
| 17 |
+
"eos_token": {
|
| 18 |
+
"content": "<|im_end|>",
|
| 19 |
+
"lstrip": false,
|
| 20 |
+
"normalized": false,
|
| 21 |
+
"rstrip": false,
|
| 22 |
+
"single_word": false
|
| 23 |
+
},
|
| 24 |
+
"pad_token": {
|
| 25 |
+
"content": "<|endoftext|>",
|
| 26 |
+
"lstrip": false,
|
| 27 |
+
"normalized": false,
|
| 28 |
+
"rstrip": false,
|
| 29 |
+
"single_word": false
|
| 30 |
+
}
|
| 31 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/tokenizer/tokenizer_config.json
ADDED
|
@@ -0,0 +1,239 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": false,
|
| 3 |
+
"add_prefix_space": false,
|
| 4 |
+
"added_tokens_decoder": {
|
| 5 |
+
"151643": {
|
| 6 |
+
"content": "<|endoftext|>",
|
| 7 |
+
"lstrip": false,
|
| 8 |
+
"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false,
|
| 11 |
+
"special": true
|
| 12 |
+
},
|
| 13 |
+
"151644": {
|
| 14 |
+
"content": "<|im_start|>",
|
| 15 |
+
"lstrip": false,
|
| 16 |
+
"normalized": false,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false,
|
| 19 |
+
"special": true
|
| 20 |
+
},
|
| 21 |
+
"151645": {
|
| 22 |
+
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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| 65 |
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| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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|
| 79 |
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|
| 80 |
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| 81 |
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|
| 82 |
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| 83 |
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|
| 84 |
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|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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| 93 |
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|
| 94 |
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| 95 |
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| 96 |
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| 97 |
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| 98 |
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| 99 |
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| 100 |
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| 101 |
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|
| 102 |
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| 103 |
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| 104 |
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| 105 |
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| 106 |
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| 107 |
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| 108 |
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| 109 |
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|
| 110 |
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| 111 |
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| 112 |
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| 113 |
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| 114 |
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|
| 115 |
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| 116 |
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| 117 |
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|
| 118 |
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| 119 |
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| 120 |
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| 121 |
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| 122 |
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| 123 |
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| 124 |
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| 125 |
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|
| 126 |
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| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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| 132 |
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| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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| 164 |
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| 165 |
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| 166 |
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| 167 |
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| 168 |
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| 169 |
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| 170 |
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| 171 |
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|
| 172 |
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| 173 |
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|
| 174 |
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| 175 |
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| 176 |
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| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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| 185 |
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|
| 186 |
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|
| 187 |
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|
| 188 |
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| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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"special": false
|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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"special": false
|
| 204 |
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},
|
| 205 |
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"151668": {
|
| 206 |
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|
| 207 |
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|
| 208 |
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"normalized": false,
|
| 209 |
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"rstrip": false,
|
| 210 |
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"single_word": false,
|
| 211 |
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"special": false
|
| 212 |
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}
|
| 213 |
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},
|
| 214 |
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"additional_special_tokens": [
|
| 215 |
+
"<|im_start|>",
|
| 216 |
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"<|im_end|>",
|
| 217 |
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"<|object_ref_start|>",
|
| 218 |
+
"<|object_ref_end|>",
|
| 219 |
+
"<|box_start|>",
|
| 220 |
+
"<|box_end|>",
|
| 221 |
+
"<|quad_start|>",
|
| 222 |
+
"<|quad_end|>",
|
| 223 |
+
"<|vision_start|>",
|
| 224 |
+
"<|vision_end|>",
|
| 225 |
+
"<|vision_pad|>",
|
| 226 |
+
"<|image_pad|>",
|
| 227 |
+
"<|video_pad|>"
|
| 228 |
+
],
|
| 229 |
+
"bos_token": null,
|
| 230 |
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"clean_up_tokenization_spaces": false,
|
| 231 |
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"eos_token": "<|im_end|>",
|
| 232 |
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"errors": "replace",
|
| 233 |
+
"extra_special_tokens": {},
|
| 234 |
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"model_max_length": 1010000,
|
| 235 |
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"pad_token": "<|endoftext|>",
|
| 236 |
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"split_special_tokens": false,
|
| 237 |
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"tokenizer_class": "Qwen2Tokenizer",
|
| 238 |
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|
| 239 |
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}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/tokenizer/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/weights/model/.hf_metadata/config.json
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"Qwen3ForCausalLM"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
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|
| 8 |
+
"dtype": "float32",
|
| 9 |
+
"eos_token_id": 151645,
|
| 10 |
+
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|
| 11 |
+
"hidden_act": "silu",
|
| 12 |
+
"hidden_size": 2560,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 9728,
|
| 15 |
+
"layer_types": [
|
| 16 |
+
"full_attention",
|
| 17 |
+
"full_attention",
|
| 18 |
+
"full_attention",
|
| 19 |
+
"full_attention",
|
| 20 |
+
"full_attention",
|
| 21 |
+
"full_attention",
|
| 22 |
+
"full_attention",
|
| 23 |
+
"full_attention",
|
| 24 |
+
"full_attention",
|
| 25 |
+
"full_attention",
|
| 26 |
+
"full_attention",
|
| 27 |
+
"full_attention",
|
| 28 |
+
"full_attention",
|
| 29 |
+
"full_attention",
|
| 30 |
+
"full_attention",
|
| 31 |
+
"full_attention",
|
| 32 |
+
"full_attention",
|
| 33 |
+
"full_attention",
|
| 34 |
+
"full_attention",
|
| 35 |
+
"full_attention",
|
| 36 |
+
"full_attention",
|
| 37 |
+
"full_attention",
|
| 38 |
+
"full_attention",
|
| 39 |
+
"full_attention",
|
| 40 |
+
"full_attention",
|
| 41 |
+
"full_attention",
|
| 42 |
+
"full_attention",
|
| 43 |
+
"full_attention",
|
| 44 |
+
"full_attention",
|
| 45 |
+
"full_attention",
|
| 46 |
+
"full_attention",
|
| 47 |
+
"full_attention",
|
| 48 |
+
"full_attention",
|
| 49 |
+
"full_attention",
|
| 50 |
+
"full_attention",
|
| 51 |
+
"full_attention"
|
| 52 |
+
],
|
| 53 |
+
"max_position_embeddings": 262144,
|
| 54 |
+
"max_window_layers": 36,
|
| 55 |
+
"model_type": "qwen3",
|
| 56 |
+
"nemo_version": "0.2.0",
|
| 57 |
+
"num_attention_heads": 32,
|
| 58 |
+
"num_hidden_layers": 36,
|
| 59 |
+
"num_key_value_heads": 8,
|
| 60 |
+
"pad_token_id": 151643,
|
| 61 |
+
"rms_norm_eps": 1e-06,
|
| 62 |
+
"rope_scaling": null,
|
| 63 |
+
"rope_theta": 5000000,
|
| 64 |
+
"sliding_window": null,
|
| 65 |
+
"tie_word_embeddings": true,
|
| 66 |
+
"transformers_version": "4.57.1",
|
| 67 |
+
"use_cache": false,
|
| 68 |
+
"use_sliding_window": false,
|
| 69 |
+
"vocab_size": 151936
|
| 70 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json
ADDED
|
@@ -0,0 +1,400 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/policy/weights/model/.hf_metadata/generation_config.json
ADDED
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@@ -0,0 +1,13 @@
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{
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| 2 |
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|
| 3 |
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"do_sample": true,
|
| 4 |
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"eos_token_id": [
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| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
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|
| 13 |
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|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_20/training_info.json
ADDED
|
@@ -0,0 +1 @@
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| 1 |
+
{"epoch": 0, "step": 20, "total_steps": 20, "consumed_samples": 320, "total_valid_tokens": 790064.0}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/config.yaml
ADDED
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@@ -0,0 +1,129 @@
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
checkpointing:
|
| 2 |
+
checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932
|
| 3 |
+
checkpoint_must_save_by: null
|
| 4 |
+
enabled: true
|
| 5 |
+
higher_is_better: false
|
| 6 |
+
keep_top_k: null
|
| 7 |
+
metric_name: null
|
| 8 |
+
save_optimizer: false
|
| 9 |
+
save_period: 20
|
| 10 |
+
cluster:
|
| 11 |
+
gpus_per_node: 4
|
| 12 |
+
num_nodes: 1
|
| 13 |
+
data:
|
| 14 |
+
add_bos: true
|
| 15 |
+
add_eos: true
|
| 16 |
+
add_generation_prompt: false
|
| 17 |
+
default:
|
| 18 |
+
processor: sft_processor
|
| 19 |
+
prompt_file: null
|
| 20 |
+
system_prompt_file: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt
|
| 21 |
+
max_input_seq_length: 10000
|
| 22 |
+
num_workers: 1
|
| 23 |
+
shuffle: true
|
| 24 |
+
train:
|
| 25 |
+
- dataset_name: math_ops_opsd
|
| 26 |
+
processor: sft_processor
|
| 27 |
+
prompt_file: null
|
| 28 |
+
system_prompt_file: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt
|
| 29 |
+
validation:
|
| 30 |
+
- dataset_name: math_ops_opsd_val
|
| 31 |
+
processor: sft_processor
|
| 32 |
+
prompt_file: null
|
| 33 |
+
system_prompt_file: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt
|
| 34 |
+
logger:
|
| 35 |
+
gpu_monitoring:
|
| 36 |
+
collection_interval: 10
|
| 37 |
+
flush_interval: 10
|
| 38 |
+
log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001
|
| 39 |
+
mlflow_enabled: false
|
| 40 |
+
monitor_gpus: true
|
| 41 |
+
swanlab_enabled: false
|
| 42 |
+
tensorboard:
|
| 43 |
+
log_dir: tb_logs-sft-math-ops-mix-qwen3-4b-l0p3
|
| 44 |
+
tensorboard_enabled: true
|
| 45 |
+
wandb:
|
| 46 |
+
entity: mathrl-jiarui
|
| 47 |
+
name: sft-math-ops-mix-l0p3-20260428-Qwen3-4B-Instruct-2507
|
| 48 |
+
project: mix-teachers-opsd
|
| 49 |
+
wandb_enabled: true
|
| 50 |
+
paths:
|
| 51 |
+
base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd
|
| 52 |
+
data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/math_operations/primitive_atomic_balanced_sft_50k_mix_qwen3_4b_instruct_2507_l0p3
|
| 53 |
+
policy:
|
| 54 |
+
dtensor_cfg:
|
| 55 |
+
_v2: true
|
| 56 |
+
activation_checkpointing: true
|
| 57 |
+
context_parallel_size: 1
|
| 58 |
+
cpu_offload: true
|
| 59 |
+
custom_parallel_plan: null
|
| 60 |
+
enabled: true
|
| 61 |
+
lora_cfg:
|
| 62 |
+
alpha: 32
|
| 63 |
+
dim: 8
|
| 64 |
+
dropout: 0.0
|
| 65 |
+
dropout_position: post
|
| 66 |
+
enabled: false
|
| 67 |
+
exclude_modules: []
|
| 68 |
+
lora_A_init: xavier
|
| 69 |
+
match_all_linear: true
|
| 70 |
+
target_modules: []
|
| 71 |
+
use_triton: true
|
| 72 |
+
sequence_parallel: false
|
| 73 |
+
tensor_parallel_size: 4
|
| 74 |
+
dynamic_batching:
|
| 75 |
+
enabled: true
|
| 76 |
+
sequence_length_round: 64
|
| 77 |
+
train_mb_tokens: 10000
|
| 78 |
+
make_sequence_length_divisible_by: 4
|
| 79 |
+
max_grad_norm: 1.0
|
| 80 |
+
max_total_sequence_length: 10000
|
| 81 |
+
megatron_cfg:
|
| 82 |
+
enabled: false
|
| 83 |
+
model_name: /home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507
|
| 84 |
+
offload_optimizer_for_logprob: false
|
| 85 |
+
optimizer:
|
| 86 |
+
kwargs:
|
| 87 |
+
betas:
|
| 88 |
+
- 0.9
|
| 89 |
+
- 0.95
|
| 90 |
+
eps: 1.0e-08
|
| 91 |
+
foreach: false
|
| 92 |
+
fused: false
|
| 93 |
+
lr: 1.0e-05
|
| 94 |
+
weight_decay: 0.01
|
| 95 |
+
name: torch.optim.AdamW
|
| 96 |
+
precision: bfloat16
|
| 97 |
+
scheduler:
|
| 98 |
+
- kwargs:
|
| 99 |
+
end_factor: 1.0
|
| 100 |
+
start_factor: 0.1
|
| 101 |
+
total_iters: 20
|
| 102 |
+
name: torch.optim.lr_scheduler.LinearLR
|
| 103 |
+
- kwargs:
|
| 104 |
+
factor: 1.0
|
| 105 |
+
total_iters: 10000000000
|
| 106 |
+
name: torch.optim.lr_scheduler.ConstantLR
|
| 107 |
+
- milestones:
|
| 108 |
+
- 20
|
| 109 |
+
sequence_packing:
|
| 110 |
+
algorithm: modified_first_fit_decreasing
|
| 111 |
+
enabled: false
|
| 112 |
+
sequence_length_round: 64
|
| 113 |
+
train_mb_tokens: 10000
|
| 114 |
+
tokenizer:
|
| 115 |
+
chat_template_kwargs:
|
| 116 |
+
enable_thinking: false
|
| 117 |
+
name: /home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507
|
| 118 |
+
train_global_batch_size: 16
|
| 119 |
+
train_micro_batch_size: 1
|
| 120 |
+
sft:
|
| 121 |
+
max_num_epochs: 1
|
| 122 |
+
max_num_steps: 100
|
| 123 |
+
seed: 42
|
| 124 |
+
val_at_end: false
|
| 125 |
+
val_at_start: false
|
| 126 |
+
val_batches: 8
|
| 127 |
+
val_global_batch_size: 32
|
| 128 |
+
val_micro_batch_size: 1
|
| 129 |
+
val_period: 99999
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/tokenizer/added_tokens.json
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</think>": 151668,
|
| 3 |
+
"</tool_call>": 151658,
|
| 4 |
+
"</tool_response>": 151666,
|
| 5 |
+
"<think>": 151667,
|
| 6 |
+
"<tool_call>": 151657,
|
| 7 |
+
"<tool_response>": 151665,
|
| 8 |
+
"<|box_end|>": 151649,
|
| 9 |
+
"<|box_start|>": 151648,
|
| 10 |
+
"<|endoftext|>": 151643,
|
| 11 |
+
"<|file_sep|>": 151664,
|
| 12 |
+
"<|fim_middle|>": 151660,
|
| 13 |
+
"<|fim_pad|>": 151662,
|
| 14 |
+
"<|fim_prefix|>": 151659,
|
| 15 |
+
"<|fim_suffix|>": 151661,
|
| 16 |
+
"<|im_end|>": 151645,
|
| 17 |
+
"<|im_start|>": 151644,
|
| 18 |
+
"<|image_pad|>": 151655,
|
| 19 |
+
"<|object_ref_end|>": 151647,
|
| 20 |
+
"<|object_ref_start|>": 151646,
|
| 21 |
+
"<|quad_end|>": 151651,
|
| 22 |
+
"<|quad_start|>": 151650,
|
| 23 |
+
"<|repo_name|>": 151663,
|
| 24 |
+
"<|video_pad|>": 151656,
|
| 25 |
+
"<|vision_end|>": 151653,
|
| 26 |
+
"<|vision_pad|>": 151654,
|
| 27 |
+
"<|vision_start|>": 151652
|
| 28 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/tokenizer/chat_template.jinja
ADDED
|
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{%- if tools %}
|
| 2 |
+
{{- '<|im_start|>system\n' }}
|
| 3 |
+
{%- if messages[0].role == 'system' %}
|
| 4 |
+
{{- messages[0].content + '\n\n' }}
|
| 5 |
+
{%- endif %}
|
| 6 |
+
{{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
|
| 7 |
+
{%- for tool in tools %}
|
| 8 |
+
{{- "\n" }}
|
| 9 |
+
{{- tool | tojson }}
|
| 10 |
+
{%- endfor %}
|
| 11 |
+
{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
|
| 12 |
+
{%- else %}
|
| 13 |
+
{%- if messages[0].role == 'system' %}
|
| 14 |
+
{{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
|
| 15 |
+
{%- endif %}
|
| 16 |
+
{%- endif %}
|
| 17 |
+
{%- for message in messages %}
|
| 18 |
+
{%- if message.content is string %}
|
| 19 |
+
{%- set content = message.content %}
|
| 20 |
+
{%- else %}
|
| 21 |
+
{%- set content = '' %}
|
| 22 |
+
{%- endif %}
|
| 23 |
+
{%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
|
| 24 |
+
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
|
| 25 |
+
{%- elif message.role == "assistant" %}
|
| 26 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 27 |
+
{%- if message.tool_calls %}
|
| 28 |
+
{%- for tool_call in message.tool_calls %}
|
| 29 |
+
{%- if (loop.first and content) or (not loop.first) %}
|
| 30 |
+
{{- '\n' }}
|
| 31 |
+
{%- endif %}
|
| 32 |
+
{%- if tool_call.function %}
|
| 33 |
+
{%- set tool_call = tool_call.function %}
|
| 34 |
+
{%- endif %}
|
| 35 |
+
{{- '<tool_call>\n{"name": "' }}
|
| 36 |
+
{{- tool_call.name }}
|
| 37 |
+
{{- '", "arguments": ' }}
|
| 38 |
+
{%- if tool_call.arguments is string %}
|
| 39 |
+
{{- tool_call.arguments }}
|
| 40 |
+
{%- else %}
|
| 41 |
+
{{- tool_call.arguments | tojson }}
|
| 42 |
+
{%- endif %}
|
| 43 |
+
{{- '}\n</tool_call>' }}
|
| 44 |
+
{%- endfor %}
|
| 45 |
+
{%- endif %}
|
| 46 |
+
{{- '<|im_end|>\n' }}
|
| 47 |
+
{%- elif message.role == "tool" %}
|
| 48 |
+
{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
|
| 49 |
+
{{- '<|im_start|>user' }}
|
| 50 |
+
{%- endif %}
|
| 51 |
+
{{- '\n<tool_response>\n' }}
|
| 52 |
+
{{- content }}
|
| 53 |
+
{{- '\n</tool_response>' }}
|
| 54 |
+
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
|
| 55 |
+
{{- '<|im_end|>\n' }}
|
| 56 |
+
{%- endif %}
|
| 57 |
+
{%- endif %}
|
| 58 |
+
{%- endfor %}
|
| 59 |
+
{%- if add_generation_prompt %}
|
| 60 |
+
{{- '<|im_start|>assistant\n' }}
|
| 61 |
+
{%- endif %}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/tokenizer/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/tokenizer/special_tokens_map.json
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<|im_start|>",
|
| 4 |
+
"<|im_end|>",
|
| 5 |
+
"<|object_ref_start|>",
|
| 6 |
+
"<|object_ref_end|>",
|
| 7 |
+
"<|box_start|>",
|
| 8 |
+
"<|box_end|>",
|
| 9 |
+
"<|quad_start|>",
|
| 10 |
+
"<|quad_end|>",
|
| 11 |
+
"<|vision_start|>",
|
| 12 |
+
"<|vision_end|>",
|
| 13 |
+
"<|vision_pad|>",
|
| 14 |
+
"<|image_pad|>",
|
| 15 |
+
"<|video_pad|>"
|
| 16 |
+
],
|
| 17 |
+
"eos_token": {
|
| 18 |
+
"content": "<|im_end|>",
|
| 19 |
+
"lstrip": false,
|
| 20 |
+
"normalized": false,
|
| 21 |
+
"rstrip": false,
|
| 22 |
+
"single_word": false
|
| 23 |
+
},
|
| 24 |
+
"pad_token": {
|
| 25 |
+
"content": "<|endoftext|>",
|
| 26 |
+
"lstrip": false,
|
| 27 |
+
"normalized": false,
|
| 28 |
+
"rstrip": false,
|
| 29 |
+
"single_word": false
|
| 30 |
+
}
|
| 31 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/tokenizer/tokenizer_config.json
ADDED
|
@@ -0,0 +1,239 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
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|
|
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|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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| 22 |
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| 23 |
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| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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|
| 46 |
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| 47 |
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| 48 |
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| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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| 53 |
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|
| 54 |
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|
| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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|
| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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| 68 |
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| 69 |
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|
| 70 |
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| 71 |
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| 72 |
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| 73 |
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| 75 |
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| 76 |
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| 77 |
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|
| 78 |
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| 79 |
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| 81 |
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|
| 82 |
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| 83 |
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|
| 84 |
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| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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| 93 |
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|
| 94 |
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| 95 |
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|
| 96 |
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|
| 97 |
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| 99 |
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| 100 |
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| 101 |
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|
| 102 |
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|
| 103 |
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| 104 |
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|
| 106 |
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| 107 |
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| 108 |
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|
| 109 |
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|
| 110 |
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| 111 |
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| 112 |
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| 113 |
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| 114 |
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|
| 115 |
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| 116 |
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|
| 117 |
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|
| 118 |
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| 119 |
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| 120 |
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| 121 |
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| 122 |
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| 123 |
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| 124 |
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| 125 |
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|
| 126 |
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| 127 |
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| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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| 152 |
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| 153 |
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|
| 154 |
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| 155 |
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| 156 |
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| 157 |
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|
| 158 |
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| 159 |
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|
| 160 |
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| 161 |
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| 162 |
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|
| 163 |
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| 164 |
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| 165 |
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| 166 |
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| 167 |
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| 168 |
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| 169 |
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| 170 |
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| 171 |
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| 172 |
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| 173 |
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|
| 174 |
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| 175 |
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| 176 |
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| 177 |
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| 178 |
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|
| 179 |
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| 180 |
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| 181 |
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| 182 |
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| 183 |
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| 184 |
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| 185 |
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| 186 |
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|
| 187 |
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| 188 |
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| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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"<|box_end|>",
|
| 221 |
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"<|quad_start|>",
|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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"<|vision_pad|>",
|
| 226 |
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"<|image_pad|>",
|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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| 238 |
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| 239 |
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|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/tokenizer/vocab.json
ADDED
|
The diff for this file is too large to render.
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|
|
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/weights/model/.hf_metadata/config.json
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"Qwen3ForCausalLM"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
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|
| 7 |
+
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|
| 8 |
+
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|
| 9 |
+
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|
| 10 |
+
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|
| 11 |
+
"hidden_act": "silu",
|
| 12 |
+
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|
| 13 |
+
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|
| 14 |
+
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|
| 15 |
+
"layer_types": [
|
| 16 |
+
"full_attention",
|
| 17 |
+
"full_attention",
|
| 18 |
+
"full_attention",
|
| 19 |
+
"full_attention",
|
| 20 |
+
"full_attention",
|
| 21 |
+
"full_attention",
|
| 22 |
+
"full_attention",
|
| 23 |
+
"full_attention",
|
| 24 |
+
"full_attention",
|
| 25 |
+
"full_attention",
|
| 26 |
+
"full_attention",
|
| 27 |
+
"full_attention",
|
| 28 |
+
"full_attention",
|
| 29 |
+
"full_attention",
|
| 30 |
+
"full_attention",
|
| 31 |
+
"full_attention",
|
| 32 |
+
"full_attention",
|
| 33 |
+
"full_attention",
|
| 34 |
+
"full_attention",
|
| 35 |
+
"full_attention",
|
| 36 |
+
"full_attention",
|
| 37 |
+
"full_attention",
|
| 38 |
+
"full_attention",
|
| 39 |
+
"full_attention",
|
| 40 |
+
"full_attention",
|
| 41 |
+
"full_attention",
|
| 42 |
+
"full_attention",
|
| 43 |
+
"full_attention",
|
| 44 |
+
"full_attention",
|
| 45 |
+
"full_attention",
|
| 46 |
+
"full_attention",
|
| 47 |
+
"full_attention",
|
| 48 |
+
"full_attention",
|
| 49 |
+
"full_attention",
|
| 50 |
+
"full_attention",
|
| 51 |
+
"full_attention"
|
| 52 |
+
],
|
| 53 |
+
"max_position_embeddings": 262144,
|
| 54 |
+
"max_window_layers": 36,
|
| 55 |
+
"model_type": "qwen3",
|
| 56 |
+
"nemo_version": "0.2.0",
|
| 57 |
+
"num_attention_heads": 32,
|
| 58 |
+
"num_hidden_layers": 36,
|
| 59 |
+
"num_key_value_heads": 8,
|
| 60 |
+
"pad_token_id": 151643,
|
| 61 |
+
"rms_norm_eps": 1e-06,
|
| 62 |
+
"rope_scaling": null,
|
| 63 |
+
"rope_theta": 5000000,
|
| 64 |
+
"sliding_window": null,
|
| 65 |
+
"tie_word_embeddings": true,
|
| 66 |
+
"transformers_version": "4.57.1",
|
| 67 |
+
"use_cache": false,
|
| 68 |
+
"use_sliding_window": false,
|
| 69 |
+
"vocab_size": 151936
|
| 70 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json
ADDED
|
@@ -0,0 +1,400 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/policy/weights/model/.hf_metadata/generation_config.json
ADDED
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token_id": 151643,
|
| 3 |
+
"do_sample": true,
|
| 4 |
+
"eos_token_id": [
|
| 5 |
+
151645,
|
| 6 |
+
151643
|
| 7 |
+
],
|
| 8 |
+
"pad_token_id": 151643,
|
| 9 |
+
"temperature": 0.7,
|
| 10 |
+
"top_k": 20,
|
| 11 |
+
"top_p": 0.8,
|
| 12 |
+
"transformers_version": "4.57.1"
|
| 13 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_40/training_info.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"epoch": 0, "step": 40, "total_steps": 40, "consumed_samples": 640, "total_valid_tokens": 1592357.0}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/config.yaml
ADDED
|
@@ -0,0 +1,129 @@
|
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|
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|
|
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|
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|
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|
|
|
|
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|
|
|
|
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|
|
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|
|
|
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|
|
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|
|
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|
|
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|
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|
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|
|
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|
|
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|
|
|
|
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|
|
|
|
|
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|
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|
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|
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|
|
|
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|
|
|
|
|
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|
|
|
|
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|
|
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|
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|
|
|
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|
|
|
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|
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|
|
|
| 1 |
+
checkpointing:
|
| 2 |
+
checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932
|
| 3 |
+
checkpoint_must_save_by: null
|
| 4 |
+
enabled: true
|
| 5 |
+
higher_is_better: false
|
| 6 |
+
keep_top_k: null
|
| 7 |
+
metric_name: null
|
| 8 |
+
save_optimizer: false
|
| 9 |
+
save_period: 20
|
| 10 |
+
cluster:
|
| 11 |
+
gpus_per_node: 4
|
| 12 |
+
num_nodes: 1
|
| 13 |
+
data:
|
| 14 |
+
add_bos: true
|
| 15 |
+
add_eos: true
|
| 16 |
+
add_generation_prompt: false
|
| 17 |
+
default:
|
| 18 |
+
processor: sft_processor
|
| 19 |
+
prompt_file: null
|
| 20 |
+
system_prompt_file: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt
|
| 21 |
+
max_input_seq_length: 10000
|
| 22 |
+
num_workers: 1
|
| 23 |
+
shuffle: true
|
| 24 |
+
train:
|
| 25 |
+
- dataset_name: math_ops_opsd
|
| 26 |
+
processor: sft_processor
|
| 27 |
+
prompt_file: null
|
| 28 |
+
system_prompt_file: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt
|
| 29 |
+
validation:
|
| 30 |
+
- dataset_name: math_ops_opsd_val
|
| 31 |
+
processor: sft_processor
|
| 32 |
+
prompt_file: null
|
| 33 |
+
system_prompt_file: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd/system_prompt.txt
|
| 34 |
+
logger:
|
| 35 |
+
gpu_monitoring:
|
| 36 |
+
collection_interval: 10
|
| 37 |
+
flush_interval: 10
|
| 38 |
+
log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/logs/exp_001
|
| 39 |
+
mlflow_enabled: false
|
| 40 |
+
monitor_gpus: true
|
| 41 |
+
swanlab_enabled: false
|
| 42 |
+
tensorboard:
|
| 43 |
+
log_dir: tb_logs-sft-math-ops-mix-qwen3-4b-l0p3
|
| 44 |
+
tensorboard_enabled: true
|
| 45 |
+
wandb:
|
| 46 |
+
entity: mathrl-jiarui
|
| 47 |
+
name: sft-math-ops-mix-l0p3-20260428-Qwen3-4B-Instruct-2507
|
| 48 |
+
project: mix-teachers-opsd
|
| 49 |
+
wandb_enabled: true
|
| 50 |
+
paths:
|
| 51 |
+
base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/math_operations_opsd
|
| 52 |
+
data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/math_operations/primitive_atomic_balanced_sft_50k_mix_qwen3_4b_instruct_2507_l0p3
|
| 53 |
+
policy:
|
| 54 |
+
dtensor_cfg:
|
| 55 |
+
_v2: true
|
| 56 |
+
activation_checkpointing: true
|
| 57 |
+
context_parallel_size: 1
|
| 58 |
+
cpu_offload: true
|
| 59 |
+
custom_parallel_plan: null
|
| 60 |
+
enabled: true
|
| 61 |
+
lora_cfg:
|
| 62 |
+
alpha: 32
|
| 63 |
+
dim: 8
|
| 64 |
+
dropout: 0.0
|
| 65 |
+
dropout_position: post
|
| 66 |
+
enabled: false
|
| 67 |
+
exclude_modules: []
|
| 68 |
+
lora_A_init: xavier
|
| 69 |
+
match_all_linear: true
|
| 70 |
+
target_modules: []
|
| 71 |
+
use_triton: true
|
| 72 |
+
sequence_parallel: false
|
| 73 |
+
tensor_parallel_size: 4
|
| 74 |
+
dynamic_batching:
|
| 75 |
+
enabled: true
|
| 76 |
+
sequence_length_round: 64
|
| 77 |
+
train_mb_tokens: 10000
|
| 78 |
+
make_sequence_length_divisible_by: 4
|
| 79 |
+
max_grad_norm: 1.0
|
| 80 |
+
max_total_sequence_length: 10000
|
| 81 |
+
megatron_cfg:
|
| 82 |
+
enabled: false
|
| 83 |
+
model_name: /home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507
|
| 84 |
+
offload_optimizer_for_logprob: false
|
| 85 |
+
optimizer:
|
| 86 |
+
kwargs:
|
| 87 |
+
betas:
|
| 88 |
+
- 0.9
|
| 89 |
+
- 0.95
|
| 90 |
+
eps: 1.0e-08
|
| 91 |
+
foreach: false
|
| 92 |
+
fused: false
|
| 93 |
+
lr: 1.0e-05
|
| 94 |
+
weight_decay: 0.01
|
| 95 |
+
name: torch.optim.AdamW
|
| 96 |
+
precision: bfloat16
|
| 97 |
+
scheduler:
|
| 98 |
+
- kwargs:
|
| 99 |
+
end_factor: 1.0
|
| 100 |
+
start_factor: 0.1
|
| 101 |
+
total_iters: 20
|
| 102 |
+
name: torch.optim.lr_scheduler.LinearLR
|
| 103 |
+
- kwargs:
|
| 104 |
+
factor: 1.0
|
| 105 |
+
total_iters: 10000000000
|
| 106 |
+
name: torch.optim.lr_scheduler.ConstantLR
|
| 107 |
+
- milestones:
|
| 108 |
+
- 20
|
| 109 |
+
sequence_packing:
|
| 110 |
+
algorithm: modified_first_fit_decreasing
|
| 111 |
+
enabled: false
|
| 112 |
+
sequence_length_round: 64
|
| 113 |
+
train_mb_tokens: 10000
|
| 114 |
+
tokenizer:
|
| 115 |
+
chat_template_kwargs:
|
| 116 |
+
enable_thinking: false
|
| 117 |
+
name: /home/pj24003162/ku40003404/jiarui/models/Qwen3-4B-Instruct-2507
|
| 118 |
+
train_global_batch_size: 16
|
| 119 |
+
train_micro_batch_size: 1
|
| 120 |
+
sft:
|
| 121 |
+
max_num_epochs: 1
|
| 122 |
+
max_num_steps: 100
|
| 123 |
+
seed: 42
|
| 124 |
+
val_at_end: false
|
| 125 |
+
val_at_start: false
|
| 126 |
+
val_batches: 8
|
| 127 |
+
val_global_batch_size: 32
|
| 128 |
+
val_micro_batch_size: 1
|
| 129 |
+
val_period: 99999
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/policy/tokenizer/added_tokens.json
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</think>": 151668,
|
| 3 |
+
"</tool_call>": 151658,
|
| 4 |
+
"</tool_response>": 151666,
|
| 5 |
+
"<think>": 151667,
|
| 6 |
+
"<tool_call>": 151657,
|
| 7 |
+
"<tool_response>": 151665,
|
| 8 |
+
"<|box_end|>": 151649,
|
| 9 |
+
"<|box_start|>": 151648,
|
| 10 |
+
"<|endoftext|>": 151643,
|
| 11 |
+
"<|file_sep|>": 151664,
|
| 12 |
+
"<|fim_middle|>": 151660,
|
| 13 |
+
"<|fim_pad|>": 151662,
|
| 14 |
+
"<|fim_prefix|>": 151659,
|
| 15 |
+
"<|fim_suffix|>": 151661,
|
| 16 |
+
"<|im_end|>": 151645,
|
| 17 |
+
"<|im_start|>": 151644,
|
| 18 |
+
"<|image_pad|>": 151655,
|
| 19 |
+
"<|object_ref_end|>": 151647,
|
| 20 |
+
"<|object_ref_start|>": 151646,
|
| 21 |
+
"<|quad_end|>": 151651,
|
| 22 |
+
"<|quad_start|>": 151650,
|
| 23 |
+
"<|repo_name|>": 151663,
|
| 24 |
+
"<|video_pad|>": 151656,
|
| 25 |
+
"<|vision_end|>": 151653,
|
| 26 |
+
"<|vision_pad|>": 151654,
|
| 27 |
+
"<|vision_start|>": 151652
|
| 28 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/policy/tokenizer/chat_template.jinja
ADDED
|
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{%- if tools %}
|
| 2 |
+
{{- '<|im_start|>system\n' }}
|
| 3 |
+
{%- if messages[0].role == 'system' %}
|
| 4 |
+
{{- messages[0].content + '\n\n' }}
|
| 5 |
+
{%- endif %}
|
| 6 |
+
{{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
|
| 7 |
+
{%- for tool in tools %}
|
| 8 |
+
{{- "\n" }}
|
| 9 |
+
{{- tool | tojson }}
|
| 10 |
+
{%- endfor %}
|
| 11 |
+
{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
|
| 12 |
+
{%- else %}
|
| 13 |
+
{%- if messages[0].role == 'system' %}
|
| 14 |
+
{{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
|
| 15 |
+
{%- endif %}
|
| 16 |
+
{%- endif %}
|
| 17 |
+
{%- for message in messages %}
|
| 18 |
+
{%- if message.content is string %}
|
| 19 |
+
{%- set content = message.content %}
|
| 20 |
+
{%- else %}
|
| 21 |
+
{%- set content = '' %}
|
| 22 |
+
{%- endif %}
|
| 23 |
+
{%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
|
| 24 |
+
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
|
| 25 |
+
{%- elif message.role == "assistant" %}
|
| 26 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 27 |
+
{%- if message.tool_calls %}
|
| 28 |
+
{%- for tool_call in message.tool_calls %}
|
| 29 |
+
{%- if (loop.first and content) or (not loop.first) %}
|
| 30 |
+
{{- '\n' }}
|
| 31 |
+
{%- endif %}
|
| 32 |
+
{%- if tool_call.function %}
|
| 33 |
+
{%- set tool_call = tool_call.function %}
|
| 34 |
+
{%- endif %}
|
| 35 |
+
{{- '<tool_call>\n{"name": "' }}
|
| 36 |
+
{{- tool_call.name }}
|
| 37 |
+
{{- '", "arguments": ' }}
|
| 38 |
+
{%- if tool_call.arguments is string %}
|
| 39 |
+
{{- tool_call.arguments }}
|
| 40 |
+
{%- else %}
|
| 41 |
+
{{- tool_call.arguments | tojson }}
|
| 42 |
+
{%- endif %}
|
| 43 |
+
{{- '}\n</tool_call>' }}
|
| 44 |
+
{%- endfor %}
|
| 45 |
+
{%- endif %}
|
| 46 |
+
{{- '<|im_end|>\n' }}
|
| 47 |
+
{%- elif message.role == "tool" %}
|
| 48 |
+
{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
|
| 49 |
+
{{- '<|im_start|>user' }}
|
| 50 |
+
{%- endif %}
|
| 51 |
+
{{- '\n<tool_response>\n' }}
|
| 52 |
+
{{- content }}
|
| 53 |
+
{{- '\n</tool_response>' }}
|
| 54 |
+
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
|
| 55 |
+
{{- '<|im_end|>\n' }}
|
| 56 |
+
{%- endif %}
|
| 57 |
+
{%- endif %}
|
| 58 |
+
{%- endfor %}
|
| 59 |
+
{%- if add_generation_prompt %}
|
| 60 |
+
{{- '<|im_start|>assistant\n' }}
|
| 61 |
+
{%- endif %}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/policy/tokenizer/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/policy/tokenizer/special_tokens_map.json
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<|im_start|>",
|
| 4 |
+
"<|im_end|>",
|
| 5 |
+
"<|object_ref_start|>",
|
| 6 |
+
"<|object_ref_end|>",
|
| 7 |
+
"<|box_start|>",
|
| 8 |
+
"<|box_end|>",
|
| 9 |
+
"<|quad_start|>",
|
| 10 |
+
"<|quad_end|>",
|
| 11 |
+
"<|vision_start|>",
|
| 12 |
+
"<|vision_end|>",
|
| 13 |
+
"<|vision_pad|>",
|
| 14 |
+
"<|image_pad|>",
|
| 15 |
+
"<|video_pad|>"
|
| 16 |
+
],
|
| 17 |
+
"eos_token": {
|
| 18 |
+
"content": "<|im_end|>",
|
| 19 |
+
"lstrip": false,
|
| 20 |
+
"normalized": false,
|
| 21 |
+
"rstrip": false,
|
| 22 |
+
"single_word": false
|
| 23 |
+
},
|
| 24 |
+
"pad_token": {
|
| 25 |
+
"content": "<|endoftext|>",
|
| 26 |
+
"lstrip": false,
|
| 27 |
+
"normalized": false,
|
| 28 |
+
"rstrip": false,
|
| 29 |
+
"single_word": false
|
| 30 |
+
}
|
| 31 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/policy/tokenizer/tokenizer_config.json
ADDED
|
@@ -0,0 +1,239 @@
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|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": false,
|
| 3 |
+
"add_prefix_space": false,
|
| 4 |
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"added_tokens_decoder": {
|
| 5 |
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"151643": {
|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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"special": true
|
| 12 |
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},
|
| 13 |
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"151644": {
|
| 14 |
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"content": "<|im_start|>",
|
| 15 |
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"lstrip": false,
|
| 16 |
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"normalized": false,
|
| 17 |
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"rstrip": false,
|
| 18 |
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"single_word": false,
|
| 19 |
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"special": true
|
| 20 |
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},
|
| 21 |
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"151645": {
|
| 22 |
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"content": "<|im_end|>",
|
| 23 |
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"lstrip": false,
|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
+
"special": true
|
| 28 |
+
},
|
| 29 |
+
"151646": {
|
| 30 |
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"content": "<|object_ref_start|>",
|
| 31 |
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"lstrip": false,
|
| 32 |
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"normalized": false,
|
| 33 |
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"rstrip": false,
|
| 34 |
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"single_word": false,
|
| 35 |
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"special": true
|
| 36 |
+
},
|
| 37 |
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"151647": {
|
| 38 |
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"content": "<|object_ref_end|>",
|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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},
|
| 45 |
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"151648": {
|
| 46 |
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"content": "<|box_start|>",
|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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"151649": {
|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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"151650": {
|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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},
|
| 69 |
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"151651": {
|
| 70 |
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"content": "<|quad_end|>",
|
| 71 |
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"lstrip": false,
|
| 72 |
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|
| 73 |
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|
| 74 |
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"single_word": false,
|
| 75 |
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"special": true
|
| 76 |
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},
|
| 77 |
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"151652": {
|
| 78 |
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"content": "<|vision_start|>",
|
| 79 |
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|
| 80 |
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|
| 81 |
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"rstrip": false,
|
| 82 |
+
"single_word": false,
|
| 83 |
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"special": true
|
| 84 |
+
},
|
| 85 |
+
"151653": {
|
| 86 |
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"content": "<|vision_end|>",
|
| 87 |
+
"lstrip": false,
|
| 88 |
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"normalized": false,
|
| 89 |
+
"rstrip": false,
|
| 90 |
+
"single_word": false,
|
| 91 |
+
"special": true
|
| 92 |
+
},
|
| 93 |
+
"151654": {
|
| 94 |
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"content": "<|vision_pad|>",
|
| 95 |
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"lstrip": false,
|
| 96 |
+
"normalized": false,
|
| 97 |
+
"rstrip": false,
|
| 98 |
+
"single_word": false,
|
| 99 |
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"special": true
|
| 100 |
+
},
|
| 101 |
+
"151655": {
|
| 102 |
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"content": "<|image_pad|>",
|
| 103 |
+
"lstrip": false,
|
| 104 |
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"normalized": false,
|
| 105 |
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"rstrip": false,
|
| 106 |
+
"single_word": false,
|
| 107 |
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"special": true
|
| 108 |
+
},
|
| 109 |
+
"151656": {
|
| 110 |
+
"content": "<|video_pad|>",
|
| 111 |
+
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|
| 112 |
+
"normalized": false,
|
| 113 |
+
"rstrip": false,
|
| 114 |
+
"single_word": false,
|
| 115 |
+
"special": true
|
| 116 |
+
},
|
| 117 |
+
"151657": {
|
| 118 |
+
"content": "<tool_call>",
|
| 119 |
+
"lstrip": false,
|
| 120 |
+
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|
| 121 |
+
"rstrip": false,
|
| 122 |
+
"single_word": false,
|
| 123 |
+
"special": false
|
| 124 |
+
},
|
| 125 |
+
"151658": {
|
| 126 |
+
"content": "</tool_call>",
|
| 127 |
+
"lstrip": false,
|
| 128 |
+
"normalized": false,
|
| 129 |
+
"rstrip": false,
|
| 130 |
+
"single_word": false,
|
| 131 |
+
"special": false
|
| 132 |
+
},
|
| 133 |
+
"151659": {
|
| 134 |
+
"content": "<|fim_prefix|>",
|
| 135 |
+
"lstrip": false,
|
| 136 |
+
"normalized": false,
|
| 137 |
+
"rstrip": false,
|
| 138 |
+
"single_word": false,
|
| 139 |
+
"special": false
|
| 140 |
+
},
|
| 141 |
+
"151660": {
|
| 142 |
+
"content": "<|fim_middle|>",
|
| 143 |
+
"lstrip": false,
|
| 144 |
+
"normalized": false,
|
| 145 |
+
"rstrip": false,
|
| 146 |
+
"single_word": false,
|
| 147 |
+
"special": false
|
| 148 |
+
},
|
| 149 |
+
"151661": {
|
| 150 |
+
"content": "<|fim_suffix|>",
|
| 151 |
+
"lstrip": false,
|
| 152 |
+
"normalized": false,
|
| 153 |
+
"rstrip": false,
|
| 154 |
+
"single_word": false,
|
| 155 |
+
"special": false
|
| 156 |
+
},
|
| 157 |
+
"151662": {
|
| 158 |
+
"content": "<|fim_pad|>",
|
| 159 |
+
"lstrip": false,
|
| 160 |
+
"normalized": false,
|
| 161 |
+
"rstrip": false,
|
| 162 |
+
"single_word": false,
|
| 163 |
+
"special": false
|
| 164 |
+
},
|
| 165 |
+
"151663": {
|
| 166 |
+
"content": "<|repo_name|>",
|
| 167 |
+
"lstrip": false,
|
| 168 |
+
"normalized": false,
|
| 169 |
+
"rstrip": false,
|
| 170 |
+
"single_word": false,
|
| 171 |
+
"special": false
|
| 172 |
+
},
|
| 173 |
+
"151664": {
|
| 174 |
+
"content": "<|file_sep|>",
|
| 175 |
+
"lstrip": false,
|
| 176 |
+
"normalized": false,
|
| 177 |
+
"rstrip": false,
|
| 178 |
+
"single_word": false,
|
| 179 |
+
"special": false
|
| 180 |
+
},
|
| 181 |
+
"151665": {
|
| 182 |
+
"content": "<tool_response>",
|
| 183 |
+
"lstrip": false,
|
| 184 |
+
"normalized": false,
|
| 185 |
+
"rstrip": false,
|
| 186 |
+
"single_word": false,
|
| 187 |
+
"special": false
|
| 188 |
+
},
|
| 189 |
+
"151666": {
|
| 190 |
+
"content": "</tool_response>",
|
| 191 |
+
"lstrip": false,
|
| 192 |
+
"normalized": false,
|
| 193 |
+
"rstrip": false,
|
| 194 |
+
"single_word": false,
|
| 195 |
+
"special": false
|
| 196 |
+
},
|
| 197 |
+
"151667": {
|
| 198 |
+
"content": "<think>",
|
| 199 |
+
"lstrip": false,
|
| 200 |
+
"normalized": false,
|
| 201 |
+
"rstrip": false,
|
| 202 |
+
"single_word": false,
|
| 203 |
+
"special": false
|
| 204 |
+
},
|
| 205 |
+
"151668": {
|
| 206 |
+
"content": "</think>",
|
| 207 |
+
"lstrip": false,
|
| 208 |
+
"normalized": false,
|
| 209 |
+
"rstrip": false,
|
| 210 |
+
"single_word": false,
|
| 211 |
+
"special": false
|
| 212 |
+
}
|
| 213 |
+
},
|
| 214 |
+
"additional_special_tokens": [
|
| 215 |
+
"<|im_start|>",
|
| 216 |
+
"<|im_end|>",
|
| 217 |
+
"<|object_ref_start|>",
|
| 218 |
+
"<|object_ref_end|>",
|
| 219 |
+
"<|box_start|>",
|
| 220 |
+
"<|box_end|>",
|
| 221 |
+
"<|quad_start|>",
|
| 222 |
+
"<|quad_end|>",
|
| 223 |
+
"<|vision_start|>",
|
| 224 |
+
"<|vision_end|>",
|
| 225 |
+
"<|vision_pad|>",
|
| 226 |
+
"<|image_pad|>",
|
| 227 |
+
"<|video_pad|>"
|
| 228 |
+
],
|
| 229 |
+
"bos_token": null,
|
| 230 |
+
"clean_up_tokenization_spaces": false,
|
| 231 |
+
"eos_token": "<|im_end|>",
|
| 232 |
+
"errors": "replace",
|
| 233 |
+
"extra_special_tokens": {},
|
| 234 |
+
"model_max_length": 1010000,
|
| 235 |
+
"pad_token": "<|endoftext|>",
|
| 236 |
+
"split_special_tokens": false,
|
| 237 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 238 |
+
"unk_token": null
|
| 239 |
+
}
|
checkpoints/math_operations/sft_mix_qwen3_4b_l0p3_20260428/run_20260429.084932/step_60/policy/tokenizer/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|