diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.203425/train_log_20260502.203425.txt b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.203425/train_log_20260502.203425.txt new file mode 100644 index 0000000000000000000000000000000000000000..babb36f6818f17b156512bf3ea0e8afeabe170aa --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.203425/train_log_20260502.203425.txt @@ -0,0 +1,53 @@ +Traceback (most recent call last): + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/hydra/_internal/config_loader_impl.py", line 390, in _apply_overrides_to_config + OmegaConf.update(cfg, key, value, merge=True) + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/omegaconf/omegaconf.py", line 741, in update + root.__setattr__(last_key, value) + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/omegaconf/dictconfig.py", line 337, in __setattr__ + raise e + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/omegaconf/dictconfig.py", line 334, in __setattr__ + self.__set_impl(key, value) + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/omegaconf/dictconfig.py", line 318, in __set_impl + self._set_item_impl(key, value) + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/omegaconf/basecontainer.py", line 549, in _set_item_impl + self._validate_set(key, value) + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/omegaconf/dictconfig.py", line 180, in _validate_set + target = self._get_node(key) if key is not None else self + ^^^^^^^^^^^^^^^^^^^ + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/omegaconf/dictconfig.py", line 475, in _get_node + self._validate_get(key) + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/omegaconf/dictconfig.py", line 164, in _validate_get + self._format_and_raise( + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/omegaconf/base.py", line 231, in _format_and_raise + format_and_raise( + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/omegaconf/_utils.py", line 899, in format_and_raise + _raise(ex, cause) + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/omegaconf/_utils.py", line 797, in _raise + raise ex.with_traceback(sys.exc_info()[2]) # set env var OC_CAUSE=1 for full trace + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +omegaconf.errors.ConfigAttributeError: Key 'base_dir' is not in struct + full_key: paths.base_dir + object_type=dict + +The above exception was the direct cause of the following exception: + +Traceback (most recent call last): + File "/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/nemo-rl/nemo_rl/utils/config.py", line 185, in parse_hydra_overrides + ConfigLoaderImpl._apply_overrides_to_config(overrides=parsed, cfg=cfg) + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/hydra/_internal/config_loader_impl.py", line 392, in _apply_overrides_to_config + raise ConfigCompositionException( +hydra.errors.ConfigCompositionException: Could not override 'paths.base_dir'. +To append to your config use +paths.base_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + +The above exception was the direct cause of the following exception: + +Traceback (most recent call last): + File "/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd/run_sft.py", line 27, in + run(register_opsd_datasets) + File "/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/_opsd_sft_runner.py", line 29, in run + cfg = parse_hydra_overrides(cfg, overrides) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/nemo-rl/nemo_rl/utils/config.py", line 188, in parse_hydra_overrides + raise OverridesError(f"Failed to parse Hydra overrides: {str(e)}") from e +nemo_rl.utils.config.OverridesError: Failed to parse Hydra overrides: Could not override 'paths.base_dir'. +To append to your config use +paths.base_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/debug-internal.log b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/debug-internal.log new file mode 100644 index 0000000000000000000000000000000000000000..b39780b5ddfbd05e464c8add2078f96979242d0d --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/debug-internal.log @@ -0,0 +1,122 @@ +{"time":"2026-05-02T21:06:08.661379925+09:00","level":"INFO","msg":"wandb-core"} +{"time":"2026-05-02T21:06:08.68809305+09:00","level":"INFO","msg":"stream: starting","core version":"0.25.1"} +{"time":"2026-05-02T21:06:09.394978181+09:00","level":"INFO","msg":"stream: created new stream","id":"rscq40r4"} +{"time":"2026-05-02T21:06:09.396499429+09:00","level":"INFO","msg":"handler: started"} +{"time":"2026-05-02T21:06:09.397732445+09:00","level":"INFO","msg":"stream: started"} +{"time":"2026-05-02T21:06:09.398363935+09:00","level":"INFO","msg":"writer: started","stream_id":"rscq40r4"} +{"time":"2026-05-02T21:06:09.398882307+09:00","level":"INFO","msg":"sender: started"} +{"time":"2026-05-02T21:06:10.349069575+09:00","level":"INFO","msg":"filestream: sending request","total_files":1,"console_offset":0,"console_lines":1} +{"time":"2026-05-02T21:06:10.865379278+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:06:25.348516972+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} +{"time":"2026-05-02T21:06:25.68510555+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:06:40.34792779+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":2,"events_lines":2,"console_offset":13,"console_lines":16} +{"time":"2026-05-02T21:06:40.665190719+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:06:55.360707614+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":4,"events_lines":2,"console_offset":29,"console_lines":12} +{"time":"2026-05-02T21:06:55.713272077+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:07:10.348232616+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":6,"events_lines":2,"console_offset":40,"console_lines":14} +{"time":"2026-05-02T21:07:10.813251147+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:07:25.347890467+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":8,"events_lines":2,"console_offset":54,"console_lines":14} +{"time":"2026-05-02T21:07:25.757575195+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:07:40.348469098+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":10,"events_lines":2,"console_offset":68,"console_lines":31} +{"time":"2026-05-02T21:07:40.642653598+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:07:55.347994628+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":12,"events_lines":2,"console_offset":99,"console_lines":18} +{"time":"2026-05-02T21:07:55.88928535+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:08:10.347800542+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":14,"events_lines":2,"console_offset":117,"console_lines":15} +{"time":"2026-05-02T21:08:10.716428187+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:08:25.348267926+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":16,"events_lines":2,"console_offset":132,"console_lines":60} +{"time":"2026-05-02T21:08:25.971485796+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:08:35.209472347+09:00","level":"INFO","msg":"flowcontrol: unblocked","totalOffloaded":1} +{"time":"2026-05-02T21:08:35.208341911+09:00","level":"INFO","msg":"flowcontrol: backed up, offloading to disk","recordNumber":496} +{"time":"2026-05-02T21:08:35.240278106+09:00","level":"INFO","msg":"flowcontrol: backed up, offloading to disk","recordNumber":530} +{"time":"2026-05-02T21:08:35.24150519+09:00","level":"INFO","msg":"flowcontrol: unblocked","totalOffloaded":8} +{"time":"2026-05-02T21:08:36.447532312+09:00","level":"INFO","msg":"flowcontrol: backed up, offloading to disk","recordNumber":654} +{"time":"2026-05-02T21:08:36.450635795+09:00","level":"INFO","msg":"flowcontrol: unblocked","totalOffloaded":156} +{"time":"2026-05-02T21:08:40.348205064+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":18,"events_lines":2,"console_offset":192,"console_lines":204} +{"time":"2026-05-02T21:08:40.753303107+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:08:55.347838739+09:00","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":20,"events_lines":2,"console_offset":396,"console_lines":37} +{"time":"2026-05-02T21:08:55.638205288+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:09:10.348370218+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":0,"history_lines":4,"events_offset":22,"events_lines":2,"console_offset":433,"console_lines":60} +{"time":"2026-05-02T21:09:10.654780509+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:09:25.348510977+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":4,"history_lines":5,"events_offset":24,"events_lines":2,"console_offset":493,"console_lines":77} +{"time":"2026-05-02T21:09:25.642572099+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:09:40.34784722+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":9,"history_lines":5,"events_offset":26,"events_lines":2,"console_offset":570,"console_lines":77} +{"time":"2026-05-02T21:09:40.65918394+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:09:55.3479727+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":14,"history_lines":5,"events_offset":28,"events_lines":2,"console_offset":647,"console_lines":77} +{"time":"2026-05-02T21:09:55.683756849+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:10:10.348026913+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":19,"history_lines":4,"events_offset":30,"events_lines":2,"console_offset":724,"console_lines":79} +{"time":"2026-05-02T21:10:10.659690667+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:10:25.348247508+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":23,"history_lines":5,"events_offset":32,"events_lines":2,"console_offset":803,"console_lines":77} +{"time":"2026-05-02T21:10:25.654808978+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:10:40.348378618+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":28,"history_lines":6,"events_offset":34,"events_lines":2,"console_offset":880,"console_lines":92} +{"time":"2026-05-02T21:10:40.705121639+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:10:55.348336923+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":34,"history_lines":5,"events_offset":36,"events_lines":2,"console_offset":972,"console_lines":77} +{"time":"2026-05-02T21:10:55.937029376+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:11:10.348698729+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":39,"history_lines":4,"events_offset":38,"events_lines":2,"console_offset":1049,"console_lines":79} +{"time":"2026-05-02T21:11:10.848689158+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:11:25.348742366+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":43,"history_lines":6,"events_offset":40,"events_lines":2,"console_offset":1128,"console_lines":92} +{"time":"2026-05-02T21:11:25.781971238+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:11:40.348085377+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":49,"history_lines":6,"events_offset":42,"events_lines":2,"console_offset":1220,"console_lines":94} +{"time":"2026-05-02T21:11:40.934115147+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:11:55.347726403+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":55,"history_lines":5,"events_offset":44,"events_lines":2,"console_offset":1314,"console_lines":72} +{"time":"2026-05-02T21:11:55.817408481+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:12:10.348515691+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":60,"history_lines":5,"events_offset":46,"events_lines":2,"console_offset":1386,"console_lines":99} +{"time":"2026-05-02T21:12:10.889435145+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:12:25.348386646+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":65,"history_lines":5,"events_offset":48,"events_lines":2,"console_offset":1485,"console_lines":77} +{"time":"2026-05-02T21:12:25.767004781+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:12:40.348715863+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":70,"history_lines":5,"events_offset":50,"events_lines":2,"console_offset":1562,"console_lines":77} +{"time":"2026-05-02T21:12:40.946920522+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:12:55.34859231+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":75,"history_lines":5,"events_offset":52,"events_lines":2,"console_offset":1639,"console_lines":94} +{"time":"2026-05-02T21:12:55.637479724+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:13:10.348142942+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":80,"history_lines":5,"events_offset":54,"events_lines":2,"console_offset":1733,"console_lines":77} +{"time":"2026-05-02T21:13:10.66490018+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:13:25.347797207+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":85,"history_lines":6,"events_offset":56,"events_lines":2,"console_offset":1810,"console_lines":92} +{"time":"2026-05-02T21:13:25.661772628+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:13:40.348500413+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":91,"history_lines":6,"events_offset":58,"events_lines":2,"console_offset":1902,"console_lines":92} +{"time":"2026-05-02T21:13:40.648994763+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:13:55.347912429+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":97,"history_lines":4,"events_offset":60,"events_lines":2,"console_offset":1994,"console_lines":79} +{"time":"2026-05-02T21:13:55.715647419+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:14:10.348658499+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":101,"history_lines":6,"events_offset":62,"events_lines":2,"console_offset":2073,"console_lines":92} +{"time":"2026-05-02T21:14:10.783983778+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:14:25.348014728+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":107,"history_lines":6,"events_offset":64,"events_lines":2,"console_offset":2165,"console_lines":92} +{"time":"2026-05-02T21:14:25.717079477+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:14:40.347987627+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":113,"history_lines":5,"events_offset":66,"events_lines":2,"console_offset":2257,"console_lines":77} +{"time":"2026-05-02T21:14:40.854169083+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:14:55.348428341+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":118,"history_lines":4,"events_offset":68,"events_lines":2,"console_offset":2334,"console_lines":79} +{"time":"2026-05-02T21:14:55.789628988+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:15:10.348363545+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":122,"history_lines":6,"events_offset":70,"events_lines":2,"console_offset":2413,"console_lines":92} +{"time":"2026-05-02T21:15:10.93550878+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:15:25.348572471+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":128,"history_lines":6,"events_offset":72,"events_lines":2,"console_offset":2505,"console_lines":92} +{"time":"2026-05-02T21:15:25.631033444+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:15:40.347933792+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":134,"history_lines":5,"events_offset":74,"events_lines":2,"console_offset":2597,"console_lines":78} +{"time":"2026-05-02T21:15:40.6432301+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:15:55.348710558+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":139,"history_lines":5,"events_offset":76,"events_lines":2,"console_offset":2675,"console_lines":93} +{"time":"2026-05-02T21:15:55.636479686+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:16:10.34827191+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":144,"history_lines":6,"events_offset":78,"events_lines":2,"console_offset":2768,"console_lines":90} +{"time":"2026-05-02T21:16:10.797399398+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:16:25.348396003+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":150,"history_lines":5,"events_offset":80,"events_lines":2,"console_offset":2858,"console_lines":81} +{"time":"2026-05-02T21:16:25.648335375+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:16:40.348268076+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":155,"history_lines":5,"events_offset":82,"events_lines":2,"console_offset":2939,"console_lines":94} +{"time":"2026-05-02T21:16:40.677161851+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:16:55.347741974+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":160,"history_lines":5,"events_offset":84,"events_lines":2,"console_offset":3033,"console_lines":77} +{"time":"2026-05-02T21:16:55.658842443+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:17:10.348640919+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":165,"history_lines":6,"events_offset":86,"events_lines":2,"console_offset":3110,"console_lines":92} +{"time":"2026-05-02T21:17:10.653102822+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:17:25.348713369+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":171,"history_lines":6,"events_offset":88,"events_lines":2,"console_offset":3202,"console_lines":92} +{"time":"2026-05-02T21:17:25.707434523+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:17:40.348003799+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":177,"history_lines":4,"events_offset":90,"events_lines":2,"console_offset":3294,"console_lines":79} +{"time":"2026-05-02T21:17:40.662784925+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:17:55.348705926+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":181,"history_lines":6,"events_offset":92,"events_lines":2,"console_offset":3373,"console_lines":92} +{"time":"2026-05-02T21:17:55.632111633+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:18:10.348698373+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":187,"history_lines":5,"events_offset":94,"events_lines":2,"console_offset":3465,"console_lines":64} +{"time":"2026-05-02T21:18:10.653679828+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:18:25.466706956+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":192,"history_lines":3,"events_offset":96,"events_lines":1,"console_offset":3529,"console_lines":56} +{"time":"2026-05-02T21:18:26.098226172+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:18:40.348057627+09:00","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":195,"history_lines":4,"events_offset":97,"events_lines":3,"console_offset":3585,"console_lines":65} +{"time":"2026-05-02T21:18:40.785516624+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:18:44.551766668+09:00","level":"INFO","msg":"stream: closing"} +{"time":"2026-05-02T21:18:46.050850618+09:00","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"} +{"time":"2026-05-02T21:18:46.052900503+09:00","level":"INFO","msg":"filestream: sending request","total_files":3,"history_offset":199,"history_lines":2,"console_offset":3650,"console_lines":27,"uploaded_len":3,"complete":true,"exit_code":0} +{"time":"2026-05-02T21:18:46.51160156+09:00","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-05-02T21:18:46.51240815+09:00","level":"INFO","msg":"handler: closed"} +{"time":"2026-05-02T21:18:46.51323555+09:00","level":"INFO","msg":"sender: closed"} +{"time":"2026-05-02T21:18:46.513318616+09:00","level":"INFO","msg":"stream: closed"} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/debug.log b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/debug.log new file mode 100644 index 0000000000000000000000000000000000000000..597d7c37472fb546de43b88e3906a85dfa8c6d31 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/debug.log @@ -0,0 +1,154 @@ +2026-05-02 21:06:02,800 INFO MainThread:333 [wandb_setup.py:_flush():81] Current SDK version is 0.25.1 +2026-05-02 21:06:02,800 INFO MainThread:333 [wandb_setup.py:_flush():81] Configure stats pid to 333 +2026-05-02 21:06:02,800 INFO MainThread:333 [wandb_setup.py:_flush():81] Loading settings from environment variables +2026-05-02 21:06:02,801 INFO MainThread:333 [wandb_init.py:setup_run_log_directory():717] Logging user logs to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/run-20260502_210602-rscq40r4/logs/debug.log +2026-05-02 21:06:02,801 INFO MainThread:333 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/run-20260502_210602-rscq40r4/logs/debug-internal.log +2026-05-02 21:06:02,801 INFO MainThread:333 [wandb_init.py:init():844] calling init triggers +2026-05-02 21:06:02,801 INFO MainThread:333 [wandb_init.py:init():849] wandb.init called with sweep_config: {} +config: {'_wandb': {}} +2026-05-02 21:06:02,801 INFO MainThread:333 [wandb_init.py:init():892] starting backend +2026-05-02 21:06:08,538 INFO MainThread:333 [wandb_init.py:init():895] sending inform_init request +2026-05-02 21:06:08,544 INFO MainThread:333 [wandb_init.py:init():903] backend started and connected +2026-05-02 21:06:08,550 INFO MainThread:333 [wandb_init.py:init():973] updated telemetry +2026-05-02 21:06:08,590 INFO MainThread:333 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout +2026-05-02 21:06:09,901 INFO MainThread:333 [wandb_init.py:init():1042] starting run threads in backend +2026-05-02 21:06:10,310 INFO MainThread:333 [wandb_run.py:_console_start():2524] atexit reg +2026-05-02 21:06:10,310 INFO MainThread:333 [wandb_run.py:_redirect():2373] redirect: wrap_raw +2026-05-02 21:06:10,310 INFO MainThread:333 [wandb_run.py:_redirect():2442] Wrapping output streams. +2026-05-02 21:06:10,310 INFO MainThread:333 [wandb_run.py:_redirect():2465] Redirects installed. +2026-05-02 21:06:10,316 INFO MainThread:333 [wandb_init.py:init():1082] run started, returning control to user process +2026-05-02 21:06:10,647 INFO MainThread:333 [wandb_run.py:_config_callback():1403] config_cb None None {'paths': {'data_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft', 'base_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd'}, 'sft': {'max_num_epochs': 40, 'max_num_steps': 1000000, 'val_period': 20, 'val_batches': 8, 'val_global_batch_size': 32, 'val_micro_batch_size': 1, 'val_at_start': True, 'val_at_end': True, 'seed': 42}, 'checkpointing': {'enabled': True, 'checkpoint_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411', '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/Llama-3.2-1B-Instruct', 'tokenizer': {'name': '/home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct', 'chat_template_kwargs': {'enable_thinking': False}}, 'train_global_batch_size': 20, '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': 3e-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.ConstantLR', 'kwargs': {'factor': 1.0, 'total_iters': 10000000000}}, {'milestones': []}]}, 'data': {'max_input_seq_length': 10000, 'add_bos': True, 'add_eos': True, 'add_generation_prompt': False, 'shuffle': True, 'num_workers': 1, 'train': [{'dataset_name': 'knowledge_opsd', 'processor': 'sft_processor', 'prompt_file': None, 'system_prompt_file': None}], 'validation': [{'dataset_name': 'knowledge_opsd_val', 'processor': 'sft_processor', 'prompt_file': None, 'system_prompt_file': None}, {'dataset_name': 'knowledge_opsd_comp_val', 'processor': 'sft_processor', 'prompt_file': None, 'system_prompt_file': None}], 'default': {'prompt_file': None, 'system_prompt_file': None, 'processor': 'sft_processor'}}, 'logger': {'log_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/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-knowledge-gt-d5-e10-20260502-Llama-3.2-1B-Instruct'}, 'tensorboard': {'log_dir': 'tb_logs-sft-knowledge-gt-d5-e10-llama3-2-1b'}, 'gpu_monitoring': {'collection_interval': 10, 'flush_interval': 10}}, 'cluster': {'gpus_per_node': 4, 'num_nodes': 1}} +2026-05-02 21:18:44,380 INFO wandb-AsyncioManager-main:333 [service_client.py:_forward_responses():134] Reached EOF. +2026-05-02 21:18:44,381 INFO wandb-AsyncioManager-main:333 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles. +2026-05-02 21:18:45,773 ERROR wandb-AsyncioManager-main:333 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + 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 + await self._drain_writer() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-05-02 21:18:45,779 ERROR wandb-AsyncioManager-main:333 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + 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 + await self._drain_writer() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-05-02 21:18:45,779 ERROR wandb-AsyncioManager-main:333 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + 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 + raise self._broken_exc.with_traceback(self._broken_tb) + 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 + await self._drain_writer() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-05-02 21:18:45,780 ERROR wandb-AsyncioManager-main:333 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + 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 + raise self._broken_exc.with_traceback(self._broken_tb) + 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 + await self._drain_writer() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-05-02 21:18:45,780 ERROR wandb-AsyncioManager-main:333 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + 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 + raise self._broken_exc.with_traceback(self._broken_tb) + 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 + await self._drain_writer() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-05-02 21:18:45,780 ERROR wandb-AsyncioManager-main:333 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + 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 + raise self._broken_exc.with_traceback(self._broken_tb) + 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 + await self._drain_writer() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-05-02 21:18:45,781 ERROR wandb-AsyncioManager-main:333 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + 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 + raise self._broken_exc.with_traceback(self._broken_tb) + 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 + await self._drain_writer() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost +2026-05-02 21:18:45,781 ERROR wandb-AsyncioManager-main:333 [asyncio_manager.py:fn_wrap_exceptions():184] Uncaught exception in run_soon callback. +Traceback (most recent call last): + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/asyncio_manager.py", line 182, in fn_wrap_exceptions + await fn() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 45, in publish + await self._send_server_request(request) + 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 + raise self._broken_exc.with_traceback(self._broken_tb) + 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 + await self._drain_writer() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/wandb/sdk/lib/service/service_client.py", line 96, in _drain_writer + await self._writer.drain() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 392, in drain + await self._protocol._drain_helper() + File "/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/asyncio/streams.py", line 166, in _drain_helper + raise ConnectionResetError('Connection lost') +ConnectionResetError: Connection lost diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/run-20260502_210602-rscq40r4/files/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/run-20260502_210602-rscq40r4/files/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1eba8aba044f74993a8361181c1698db26806b71 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/run-20260502_210602-rscq40r4/files/config.yaml @@ -0,0 +1,256 @@ +_wandb: + value: + cli_version: 0.25.1 + e: + affd9b4gdx12yaxhy7xjcemakd3yebpa: + args: + - --config + - /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd/sft_config.yaml + - policy.model_name=/home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + - policy.dtensor_cfg.tensor_parallel_size=4 + - policy.dtensor_cfg.context_parallel_size=1 + - policy.max_total_sequence_length=10000 + - policy.dtensor_cfg.cpu_offload=true + - policy.dtensor_cfg.activation_checkpointing=true + - +paths.base_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + - paths.data_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft + - checkpointing.checkpoint_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411 + - logger.log_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs + - logger.wandb.project=mix-teachers-opsd + - logger.wandb.name=sft-knowledge-gt-d5-e10-20260502-Llama-3.2-1B-Instruct + - logger.tensorboard.log_dir=tb_logs-sft-knowledge-gt-d5-e10-llama3-2-1b + - cluster.gpus_per_node=4 + - cluster.num_nodes=1 + - sft.val_period=20 + - sft.max_num_epochs=40 + - checkpointing.save_period=20 + - checkpointing.save_optimizer=false + - checkpointing.keep_top_k=null + - checkpointing.metric_name=null + - policy.train_global_batch_size=20 + - policy.optimizer.kwargs.lr=3.0e-5 + - policy.optimizer.kwargs.weight_decay=0.01 + - 'policy.scheduler=[{name: "torch.optim.lr_scheduler.ConstantLR", kwargs: {factor: 1.0, total_iters: 10000000000}}, {milestones: []}]' + codePath: mix_teachers/train/knowledge_opsd/run_sft.py + codePathLocal: run_sft.py + cpu_count: 120 + cpu_count_logical: 120 + cudaVersion: "13.2" + disk: + /: + total: "511749718016" + used: "24048570368" + email: jiaruil5@andrew.cmu.edu + executable: /home/pj24003162/ku40003404/miniconda3/envs/opsd/bin/python3 + git: + commit: 9938bfa2b66c98512427baa8c5adbea81dbf6dc8 + remote: https://github.com/jiarui-liu/TeacherMix.git + gpu: NVIDIA H100 + gpu_count: 4 + gpu_nvidia: + - architecture: Hopper + cudaCores: 16896 + memoryTotal: "100485038080" + name: NVIDIA H100 + uuid: GPU-3efbbdcc-42a9-7c34-3bb9-1c425a58a41e + - architecture: Hopper + cudaCores: 16896 + memoryTotal: "100485038080" + name: NVIDIA H100 + uuid: GPU-341838d7-55ff-ae9b-bb6c-70c79f71f3c6 + - architecture: Hopper + cudaCores: 16896 + memoryTotal: "100485038080" + name: NVIDIA H100 + uuid: GPU-2a7d5bb1-75e4-bd44-e479-96cf8aef12bd + - architecture: Hopper + cudaCores: 16896 + memoryTotal: "100485038080" + name: NVIDIA H100 + uuid: GPU-d5366fc4-fdae-f11e-0bd2-8a8bf51d9453 + host: b0020 + memory: + total: "1081436749824" + os: Linux-4.18.0-477.27.1.el8_8.x86_64-x86_64-with-glibc2.28 + program: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd/run_sft.py + python: CPython 3.11.15 + root: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb + startedAt: "2026-05-02T12:06:02.792961Z" + writerId: affd9b4gdx12yaxhy7xjcemakd3yebpa + m: + - "2": ray/* + "5": 2 + "6": + - 1 + "7": [] + - "1": ray/ray_step + "6": [] + "7": [] + python_version: 3.11.15 + t: + "1": + - 1 + - 5 + - 11 + - 30 + - 41 + - 49 + - 50 + - 51 + - 53 + - 71 + "2": + - 1 + - 5 + - 11 + - 30 + - 41 + - 49 + - 50 + - 51 + - 53 + - 71 + "3": + - 7 + - 13 + - 41 + - 61 + "4": 3.11.15 + "5": 0.25.1 + "6": 4.57.1 + "12": 0.25.1 + "13": linux-x86_64 +checkpointing: + value: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + value: + gpus_per_node: 4 + num_nodes: 1 +data: + value: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + value: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-1b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-1B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + value: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + value: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1e-08 + foreach: false + fused: false + lr: 3e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + value: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/run-20260502_210602-rscq40r4/files/output.log b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/run-20260502_210602-rscq40r4/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..b2404f7c3d558a00a00a4768bbf87ced06fa9e73 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb/wandb/run-20260502_210602-rscq40r4/files/output.log @@ -0,0 +1,3677 @@ +Unexpected error during git code logging: Artifact type 'code' is reserved for internal use. Please use a different type. +No uncommitted changes found +Error during git operations: Command '['git', 'diff', 'main']' returned non-zero exit status 128. +Initialized WandbLogger for project mix-teachers-opsd, run sft-knowledge-gt-d5-e10-20260502-Llama-3.2-1B-Instruct at /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/wandb +Initialized TensorboardLogger at /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001/tensorboard +GPU monitoring started with collection interval=10s, flush interval=10s + +▶ Setting up compute cluster... + ✓ Ray cluster initialized with 1 nodes + +▶ Setting up model... +/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/nemo-rl/nemo_rl/models/policy/lm_policy.py:118: UserWarning: TORCH_CUDA_ARCH_LIST is not set. This is needed if using DeepEP in DTensorPolicyWorker V2. This variable is set in our container, but if you are running a custom container or baremetal, you may need to set this variable manually. Example: export TORCH_CUDA_ARCH_LIST='9.0 10.0' + warnings.warn( +Initializing lm_policy workers: 0%| | 0/4 [00:00system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d5db93e59d18b0ea74c99bef1b8c4a530a5039e7 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 32, + "num_hidden_layers": 16, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..d3407f5d1181c34ee93c4a3dd8255b6fc128ffc0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,148 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 1 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..9969bd385996b352568814b34a0bb6de28b37061 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_100/training_info.json @@ -0,0 +1 @@ +{"epoch": 19, "step": 0, "total_steps": 100, "consumed_samples": 2000, "total_valid_tokens": 47240.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..007e8f7a70d469897442d992f303f08c7e228cb5 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-1b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-1B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d5db93e59d18b0ea74c99bef1b8c4a530a5039e7 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 32, + "num_hidden_layers": 16, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..d3407f5d1181c34ee93c4a3dd8255b6fc128ffc0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,148 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 1 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..f17afca1baca371edda682e7b7ba766350f13820 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_120/training_info.json @@ -0,0 +1 @@ +{"epoch": 23, "step": 0, "total_steps": 120, "consumed_samples": 2400, "total_valid_tokens": 56688.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..007e8f7a70d469897442d992f303f08c7e228cb5 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-1b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-1B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d5db93e59d18b0ea74c99bef1b8c4a530a5039e7 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 32, + "num_hidden_layers": 16, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..d3407f5d1181c34ee93c4a3dd8255b6fc128ffc0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,148 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 1 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..0b7f3e119e1300b790055b297741930f1b057b09 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_140/training_info.json @@ -0,0 +1 @@ +{"epoch": 27, "step": 0, "total_steps": 140, "consumed_samples": 2800, "total_valid_tokens": 66136.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..007e8f7a70d469897442d992f303f08c7e228cb5 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-1b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-1B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d5db93e59d18b0ea74c99bef1b8c4a530a5039e7 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 32, + "num_hidden_layers": 16, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..d3407f5d1181c34ee93c4a3dd8255b6fc128ffc0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,148 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 1 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..ed6dc4de71ffde521f714de1686d3dbd8d0d8296 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_160/training_info.json @@ -0,0 +1 @@ +{"epoch": 31, "step": 0, "total_steps": 160, "consumed_samples": 3200, "total_valid_tokens": 75584.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..007e8f7a70d469897442d992f303f08c7e228cb5 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-1b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-1B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d5db93e59d18b0ea74c99bef1b8c4a530a5039e7 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 32, + "num_hidden_layers": 16, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..d3407f5d1181c34ee93c4a3dd8255b6fc128ffc0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,148 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 1 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..d9d03e7888c52a5da9892af1bb9b47efc5f6bb24 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_180/training_info.json @@ -0,0 +1 @@ +{"epoch": 35, "step": 0, "total_steps": 180, "consumed_samples": 3600, "total_valid_tokens": 85032.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..007e8f7a70d469897442d992f303f08c7e228cb5 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-1b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-1B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d5db93e59d18b0ea74c99bef1b8c4a530a5039e7 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 32, + "num_hidden_layers": 16, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..d3407f5d1181c34ee93c4a3dd8255b6fc128ffc0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,148 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 1 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..9d05895e4d52cc20584e0d314f7e8c4436d5b0b0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_20/training_info.json @@ -0,0 +1 @@ +{"epoch": 3, "step": 0, "total_steps": 20, "consumed_samples": 400, "total_valid_tokens": 9448.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..007e8f7a70d469897442d992f303f08c7e228cb5 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-1b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-1B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d5db93e59d18b0ea74c99bef1b8c4a530a5039e7 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 32, + "num_hidden_layers": 16, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..d3407f5d1181c34ee93c4a3dd8255b6fc128ffc0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,148 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 1 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..940e9b25289ec5f84e88bcc35941a4b93aa375bf --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_40/training_info.json @@ -0,0 +1 @@ +{"epoch": 7, "step": 0, "total_steps": 40, "consumed_samples": 800, "total_valid_tokens": 18896.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..007e8f7a70d469897442d992f303f08c7e228cb5 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-1b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-1B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-1B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d5db93e59d18b0ea74c99bef1b8c4a530a5039e7 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 32, + "num_hidden_layers": 16, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..d3407f5d1181c34ee93c4a3dd8255b6fc128ffc0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,148 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 1 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..3f2ae29e0787908e856898d92b86d693a9f914e3 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_60/training_info.json @@ -0,0 +1 @@ +{"epoch": 11, "step": 0, "total_steps": 60, "consumed_samples": 1200, "total_valid_tokens": 28344.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d5db93e59d18b0ea74c99bef1b8c4a530a5039e7 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 32, + "num_hidden_layers": 16, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..d3407f5d1181c34ee93c4a3dd8255b6fc128ffc0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,148 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 1 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..af9fb1cee7ae3b6fa5cc7cf0dd61aef9749430e4 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_1b_20260502/run_20260502.210411/step_80/training_info.json @@ -0,0 +1 @@ +{"epoch": 15, "step": 0, "total_steps": 80, "consumed_samples": 1600, "total_valid_tokens": 37792.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..19d23be692d2de42b1e77648ef5c7f85e9fc375f --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-3b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-3B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..88a7ab65ecc03929fde705948a65e30260067bc3 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 3072, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 24, + "num_hidden_layers": 28, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..494ffc91e4983233a079912895e9dc90c8c11a79 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,256 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.16.input_layernorm.weight": 1, + "model.layers.16.mlp.down_proj.weight": 1, + "model.layers.16.mlp.gate_proj.weight": 1, + "model.layers.16.mlp.up_proj.weight": 1, + "model.layers.16.post_attention_layernorm.weight": 1, + "model.layers.16.self_attn.k_proj.weight": 1, + "model.layers.16.self_attn.o_proj.weight": 1, + "model.layers.16.self_attn.q_proj.weight": 1, + "model.layers.16.self_attn.v_proj.weight": 1, + "model.layers.17.input_layernorm.weight": 1, + "model.layers.17.mlp.down_proj.weight": 1, + "model.layers.17.mlp.gate_proj.weight": 1, + "model.layers.17.mlp.up_proj.weight": 1, + "model.layers.17.post_attention_layernorm.weight": 1, + "model.layers.17.self_attn.k_proj.weight": 1, + "model.layers.17.self_attn.o_proj.weight": 1, + "model.layers.17.self_attn.q_proj.weight": 1, + "model.layers.17.self_attn.v_proj.weight": 1, + "model.layers.18.input_layernorm.weight": 1, + "model.layers.18.mlp.down_proj.weight": 1, + "model.layers.18.mlp.gate_proj.weight": 1, + "model.layers.18.mlp.up_proj.weight": 1, + "model.layers.18.post_attention_layernorm.weight": 1, + "model.layers.18.self_attn.k_proj.weight": 1, + "model.layers.18.self_attn.o_proj.weight": 1, + "model.layers.18.self_attn.q_proj.weight": 1, + "model.layers.18.self_attn.v_proj.weight": 1, + "model.layers.19.input_layernorm.weight": 1, + "model.layers.19.mlp.down_proj.weight": 1, + "model.layers.19.mlp.gate_proj.weight": 1, + "model.layers.19.mlp.up_proj.weight": 1, + "model.layers.19.post_attention_layernorm.weight": 1, + "model.layers.19.self_attn.k_proj.weight": 1, + "model.layers.19.self_attn.o_proj.weight": 1, + "model.layers.19.self_attn.q_proj.weight": 1, + "model.layers.19.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.20.input_layernorm.weight": 2, + "model.layers.20.mlp.down_proj.weight": 2, + "model.layers.20.mlp.gate_proj.weight": 1, + "model.layers.20.mlp.up_proj.weight": 1, + "model.layers.20.post_attention_layernorm.weight": 2, + "model.layers.20.self_attn.k_proj.weight": 1, + "model.layers.20.self_attn.o_proj.weight": 1, + "model.layers.20.self_attn.q_proj.weight": 1, + "model.layers.20.self_attn.v_proj.weight": 1, + "model.layers.21.input_layernorm.weight": 2, + "model.layers.21.mlp.down_proj.weight": 2, + "model.layers.21.mlp.gate_proj.weight": 2, + "model.layers.21.mlp.up_proj.weight": 2, + "model.layers.21.post_attention_layernorm.weight": 2, + "model.layers.21.self_attn.k_proj.weight": 2, + "model.layers.21.self_attn.o_proj.weight": 2, + "model.layers.21.self_attn.q_proj.weight": 2, + "model.layers.21.self_attn.v_proj.weight": 2, + "model.layers.22.input_layernorm.weight": 2, + "model.layers.22.mlp.down_proj.weight": 2, + "model.layers.22.mlp.gate_proj.weight": 2, + "model.layers.22.mlp.up_proj.weight": 2, + "model.layers.22.post_attention_layernorm.weight": 2, + "model.layers.22.self_attn.k_proj.weight": 2, + "model.layers.22.self_attn.o_proj.weight": 2, + "model.layers.22.self_attn.q_proj.weight": 2, + "model.layers.22.self_attn.v_proj.weight": 2, + "model.layers.23.input_layernorm.weight": 2, + "model.layers.23.mlp.down_proj.weight": 2, + "model.layers.23.mlp.gate_proj.weight": 2, + "model.layers.23.mlp.up_proj.weight": 2, + "model.layers.23.post_attention_layernorm.weight": 2, + "model.layers.23.self_attn.k_proj.weight": 2, + "model.layers.23.self_attn.o_proj.weight": 2, + "model.layers.23.self_attn.q_proj.weight": 2, + "model.layers.23.self_attn.v_proj.weight": 2, + "model.layers.24.input_layernorm.weight": 2, + "model.layers.24.mlp.down_proj.weight": 2, + "model.layers.24.mlp.gate_proj.weight": 2, + "model.layers.24.mlp.up_proj.weight": 2, + "model.layers.24.post_attention_layernorm.weight": 2, + "model.layers.24.self_attn.k_proj.weight": 2, + "model.layers.24.self_attn.o_proj.weight": 2, + "model.layers.24.self_attn.q_proj.weight": 2, + "model.layers.24.self_attn.v_proj.weight": 2, + "model.layers.25.input_layernorm.weight": 2, + "model.layers.25.mlp.down_proj.weight": 2, + "model.layers.25.mlp.gate_proj.weight": 2, + "model.layers.25.mlp.up_proj.weight": 2, + "model.layers.25.post_attention_layernorm.weight": 2, + "model.layers.25.self_attn.k_proj.weight": 2, + "model.layers.25.self_attn.o_proj.weight": 2, + "model.layers.25.self_attn.q_proj.weight": 2, + "model.layers.25.self_attn.v_proj.weight": 2, + "model.layers.26.input_layernorm.weight": 2, + "model.layers.26.mlp.down_proj.weight": 2, + "model.layers.26.mlp.gate_proj.weight": 2, + "model.layers.26.mlp.up_proj.weight": 2, + "model.layers.26.post_attention_layernorm.weight": 2, + "model.layers.26.self_attn.k_proj.weight": 2, + "model.layers.26.self_attn.o_proj.weight": 2, + "model.layers.26.self_attn.q_proj.weight": 2, + "model.layers.26.self_attn.v_proj.weight": 2, + "model.layers.27.input_layernorm.weight": 2, + "model.layers.27.mlp.down_proj.weight": 2, + "model.layers.27.mlp.gate_proj.weight": 2, + "model.layers.27.mlp.up_proj.weight": 2, + "model.layers.27.post_attention_layernorm.weight": 2, + "model.layers.27.self_attn.k_proj.weight": 2, + "model.layers.27.self_attn.o_proj.weight": 2, + "model.layers.27.self_attn.q_proj.weight": 2, + "model.layers.27.self_attn.v_proj.weight": 2, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 2 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..9969bd385996b352568814b34a0bb6de28b37061 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_100/training_info.json @@ -0,0 +1 @@ +{"epoch": 19, "step": 0, "total_steps": 100, "consumed_samples": 2000, "total_valid_tokens": 47240.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..19d23be692d2de42b1e77648ef5c7f85e9fc375f --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-3b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-3B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..88a7ab65ecc03929fde705948a65e30260067bc3 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 3072, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 24, + "num_hidden_layers": 28, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..494ffc91e4983233a079912895e9dc90c8c11a79 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,256 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.16.input_layernorm.weight": 1, + "model.layers.16.mlp.down_proj.weight": 1, + "model.layers.16.mlp.gate_proj.weight": 1, + "model.layers.16.mlp.up_proj.weight": 1, + "model.layers.16.post_attention_layernorm.weight": 1, + "model.layers.16.self_attn.k_proj.weight": 1, + "model.layers.16.self_attn.o_proj.weight": 1, + "model.layers.16.self_attn.q_proj.weight": 1, + "model.layers.16.self_attn.v_proj.weight": 1, + "model.layers.17.input_layernorm.weight": 1, + "model.layers.17.mlp.down_proj.weight": 1, + "model.layers.17.mlp.gate_proj.weight": 1, + "model.layers.17.mlp.up_proj.weight": 1, + "model.layers.17.post_attention_layernorm.weight": 1, + "model.layers.17.self_attn.k_proj.weight": 1, + "model.layers.17.self_attn.o_proj.weight": 1, + "model.layers.17.self_attn.q_proj.weight": 1, + "model.layers.17.self_attn.v_proj.weight": 1, + "model.layers.18.input_layernorm.weight": 1, + "model.layers.18.mlp.down_proj.weight": 1, + "model.layers.18.mlp.gate_proj.weight": 1, + "model.layers.18.mlp.up_proj.weight": 1, + "model.layers.18.post_attention_layernorm.weight": 1, + "model.layers.18.self_attn.k_proj.weight": 1, + "model.layers.18.self_attn.o_proj.weight": 1, + "model.layers.18.self_attn.q_proj.weight": 1, + "model.layers.18.self_attn.v_proj.weight": 1, + "model.layers.19.input_layernorm.weight": 1, + "model.layers.19.mlp.down_proj.weight": 1, + "model.layers.19.mlp.gate_proj.weight": 1, + "model.layers.19.mlp.up_proj.weight": 1, + "model.layers.19.post_attention_layernorm.weight": 1, + "model.layers.19.self_attn.k_proj.weight": 1, + "model.layers.19.self_attn.o_proj.weight": 1, + "model.layers.19.self_attn.q_proj.weight": 1, + "model.layers.19.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.20.input_layernorm.weight": 2, + "model.layers.20.mlp.down_proj.weight": 2, + "model.layers.20.mlp.gate_proj.weight": 1, + "model.layers.20.mlp.up_proj.weight": 1, + "model.layers.20.post_attention_layernorm.weight": 2, + "model.layers.20.self_attn.k_proj.weight": 1, + "model.layers.20.self_attn.o_proj.weight": 1, + "model.layers.20.self_attn.q_proj.weight": 1, + "model.layers.20.self_attn.v_proj.weight": 1, + "model.layers.21.input_layernorm.weight": 2, + "model.layers.21.mlp.down_proj.weight": 2, + "model.layers.21.mlp.gate_proj.weight": 2, + "model.layers.21.mlp.up_proj.weight": 2, + "model.layers.21.post_attention_layernorm.weight": 2, + "model.layers.21.self_attn.k_proj.weight": 2, + "model.layers.21.self_attn.o_proj.weight": 2, + "model.layers.21.self_attn.q_proj.weight": 2, + "model.layers.21.self_attn.v_proj.weight": 2, + "model.layers.22.input_layernorm.weight": 2, + "model.layers.22.mlp.down_proj.weight": 2, + "model.layers.22.mlp.gate_proj.weight": 2, + "model.layers.22.mlp.up_proj.weight": 2, + "model.layers.22.post_attention_layernorm.weight": 2, + "model.layers.22.self_attn.k_proj.weight": 2, + "model.layers.22.self_attn.o_proj.weight": 2, + "model.layers.22.self_attn.q_proj.weight": 2, + "model.layers.22.self_attn.v_proj.weight": 2, + "model.layers.23.input_layernorm.weight": 2, + "model.layers.23.mlp.down_proj.weight": 2, + "model.layers.23.mlp.gate_proj.weight": 2, + "model.layers.23.mlp.up_proj.weight": 2, + "model.layers.23.post_attention_layernorm.weight": 2, + "model.layers.23.self_attn.k_proj.weight": 2, + "model.layers.23.self_attn.o_proj.weight": 2, + "model.layers.23.self_attn.q_proj.weight": 2, + "model.layers.23.self_attn.v_proj.weight": 2, + "model.layers.24.input_layernorm.weight": 2, + "model.layers.24.mlp.down_proj.weight": 2, + "model.layers.24.mlp.gate_proj.weight": 2, + "model.layers.24.mlp.up_proj.weight": 2, + "model.layers.24.post_attention_layernorm.weight": 2, + "model.layers.24.self_attn.k_proj.weight": 2, + "model.layers.24.self_attn.o_proj.weight": 2, + "model.layers.24.self_attn.q_proj.weight": 2, + "model.layers.24.self_attn.v_proj.weight": 2, + "model.layers.25.input_layernorm.weight": 2, + "model.layers.25.mlp.down_proj.weight": 2, + "model.layers.25.mlp.gate_proj.weight": 2, + "model.layers.25.mlp.up_proj.weight": 2, + "model.layers.25.post_attention_layernorm.weight": 2, + "model.layers.25.self_attn.k_proj.weight": 2, + "model.layers.25.self_attn.o_proj.weight": 2, + "model.layers.25.self_attn.q_proj.weight": 2, + "model.layers.25.self_attn.v_proj.weight": 2, + "model.layers.26.input_layernorm.weight": 2, + "model.layers.26.mlp.down_proj.weight": 2, + "model.layers.26.mlp.gate_proj.weight": 2, + "model.layers.26.mlp.up_proj.weight": 2, + "model.layers.26.post_attention_layernorm.weight": 2, + "model.layers.26.self_attn.k_proj.weight": 2, + "model.layers.26.self_attn.o_proj.weight": 2, + "model.layers.26.self_attn.q_proj.weight": 2, + "model.layers.26.self_attn.v_proj.weight": 2, + "model.layers.27.input_layernorm.weight": 2, + "model.layers.27.mlp.down_proj.weight": 2, + "model.layers.27.mlp.gate_proj.weight": 2, + "model.layers.27.mlp.up_proj.weight": 2, + "model.layers.27.post_attention_layernorm.weight": 2, + "model.layers.27.self_attn.k_proj.weight": 2, + "model.layers.27.self_attn.o_proj.weight": 2, + "model.layers.27.self_attn.q_proj.weight": 2, + "model.layers.27.self_attn.v_proj.weight": 2, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 2 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..ed6dc4de71ffde521f714de1686d3dbd8d0d8296 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_160/training_info.json @@ -0,0 +1 @@ +{"epoch": 31, "step": 0, "total_steps": 160, "consumed_samples": 3200, "total_valid_tokens": 75584.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_180/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_180/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..19d23be692d2de42b1e77648ef5c7f85e9fc375f --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_180/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-3b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-3B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_180/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_180/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..d9d03e7888c52a5da9892af1bb9b47efc5f6bb24 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_180/training_info.json @@ -0,0 +1 @@ +{"epoch": 35, "step": 0, "total_steps": 180, "consumed_samples": 3600, "total_valid_tokens": 85032.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..19d23be692d2de42b1e77648ef5c7f85e9fc375f --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-3b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-3B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..88a7ab65ecc03929fde705948a65e30260067bc3 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 3072, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 24, + "num_hidden_layers": 28, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..494ffc91e4983233a079912895e9dc90c8c11a79 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,256 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.16.input_layernorm.weight": 1, + "model.layers.16.mlp.down_proj.weight": 1, + "model.layers.16.mlp.gate_proj.weight": 1, + "model.layers.16.mlp.up_proj.weight": 1, + "model.layers.16.post_attention_layernorm.weight": 1, + "model.layers.16.self_attn.k_proj.weight": 1, + "model.layers.16.self_attn.o_proj.weight": 1, + "model.layers.16.self_attn.q_proj.weight": 1, + "model.layers.16.self_attn.v_proj.weight": 1, + "model.layers.17.input_layernorm.weight": 1, + "model.layers.17.mlp.down_proj.weight": 1, + "model.layers.17.mlp.gate_proj.weight": 1, + "model.layers.17.mlp.up_proj.weight": 1, + "model.layers.17.post_attention_layernorm.weight": 1, + "model.layers.17.self_attn.k_proj.weight": 1, + "model.layers.17.self_attn.o_proj.weight": 1, + "model.layers.17.self_attn.q_proj.weight": 1, + "model.layers.17.self_attn.v_proj.weight": 1, + "model.layers.18.input_layernorm.weight": 1, + "model.layers.18.mlp.down_proj.weight": 1, + "model.layers.18.mlp.gate_proj.weight": 1, + "model.layers.18.mlp.up_proj.weight": 1, + "model.layers.18.post_attention_layernorm.weight": 1, + "model.layers.18.self_attn.k_proj.weight": 1, + "model.layers.18.self_attn.o_proj.weight": 1, + "model.layers.18.self_attn.q_proj.weight": 1, + "model.layers.18.self_attn.v_proj.weight": 1, + "model.layers.19.input_layernorm.weight": 1, + "model.layers.19.mlp.down_proj.weight": 1, + "model.layers.19.mlp.gate_proj.weight": 1, + "model.layers.19.mlp.up_proj.weight": 1, + "model.layers.19.post_attention_layernorm.weight": 1, + "model.layers.19.self_attn.k_proj.weight": 1, + "model.layers.19.self_attn.o_proj.weight": 1, + "model.layers.19.self_attn.q_proj.weight": 1, + "model.layers.19.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.20.input_layernorm.weight": 2, + "model.layers.20.mlp.down_proj.weight": 2, + "model.layers.20.mlp.gate_proj.weight": 1, + "model.layers.20.mlp.up_proj.weight": 1, + "model.layers.20.post_attention_layernorm.weight": 2, + "model.layers.20.self_attn.k_proj.weight": 1, + "model.layers.20.self_attn.o_proj.weight": 1, + "model.layers.20.self_attn.q_proj.weight": 1, + "model.layers.20.self_attn.v_proj.weight": 1, + "model.layers.21.input_layernorm.weight": 2, + "model.layers.21.mlp.down_proj.weight": 2, + "model.layers.21.mlp.gate_proj.weight": 2, + "model.layers.21.mlp.up_proj.weight": 2, + "model.layers.21.post_attention_layernorm.weight": 2, + "model.layers.21.self_attn.k_proj.weight": 2, + "model.layers.21.self_attn.o_proj.weight": 2, + "model.layers.21.self_attn.q_proj.weight": 2, + "model.layers.21.self_attn.v_proj.weight": 2, + "model.layers.22.input_layernorm.weight": 2, + "model.layers.22.mlp.down_proj.weight": 2, + "model.layers.22.mlp.gate_proj.weight": 2, + "model.layers.22.mlp.up_proj.weight": 2, + "model.layers.22.post_attention_layernorm.weight": 2, + "model.layers.22.self_attn.k_proj.weight": 2, + "model.layers.22.self_attn.o_proj.weight": 2, + "model.layers.22.self_attn.q_proj.weight": 2, + "model.layers.22.self_attn.v_proj.weight": 2, + "model.layers.23.input_layernorm.weight": 2, + "model.layers.23.mlp.down_proj.weight": 2, + "model.layers.23.mlp.gate_proj.weight": 2, + "model.layers.23.mlp.up_proj.weight": 2, + "model.layers.23.post_attention_layernorm.weight": 2, + "model.layers.23.self_attn.k_proj.weight": 2, + "model.layers.23.self_attn.o_proj.weight": 2, + "model.layers.23.self_attn.q_proj.weight": 2, + "model.layers.23.self_attn.v_proj.weight": 2, + "model.layers.24.input_layernorm.weight": 2, + "model.layers.24.mlp.down_proj.weight": 2, + "model.layers.24.mlp.gate_proj.weight": 2, + "model.layers.24.mlp.up_proj.weight": 2, + "model.layers.24.post_attention_layernorm.weight": 2, + "model.layers.24.self_attn.k_proj.weight": 2, + "model.layers.24.self_attn.o_proj.weight": 2, + "model.layers.24.self_attn.q_proj.weight": 2, + "model.layers.24.self_attn.v_proj.weight": 2, + "model.layers.25.input_layernorm.weight": 2, + "model.layers.25.mlp.down_proj.weight": 2, + "model.layers.25.mlp.gate_proj.weight": 2, + "model.layers.25.mlp.up_proj.weight": 2, + "model.layers.25.post_attention_layernorm.weight": 2, + "model.layers.25.self_attn.k_proj.weight": 2, + "model.layers.25.self_attn.o_proj.weight": 2, + "model.layers.25.self_attn.q_proj.weight": 2, + "model.layers.25.self_attn.v_proj.weight": 2, + "model.layers.26.input_layernorm.weight": 2, + "model.layers.26.mlp.down_proj.weight": 2, + "model.layers.26.mlp.gate_proj.weight": 2, + "model.layers.26.mlp.up_proj.weight": 2, + "model.layers.26.post_attention_layernorm.weight": 2, + "model.layers.26.self_attn.k_proj.weight": 2, + "model.layers.26.self_attn.o_proj.weight": 2, + "model.layers.26.self_attn.q_proj.weight": 2, + "model.layers.26.self_attn.v_proj.weight": 2, + "model.layers.27.input_layernorm.weight": 2, + "model.layers.27.mlp.down_proj.weight": 2, + "model.layers.27.mlp.gate_proj.weight": 2, + "model.layers.27.mlp.up_proj.weight": 2, + "model.layers.27.post_attention_layernorm.weight": 2, + "model.layers.27.self_attn.k_proj.weight": 2, + "model.layers.27.self_attn.o_proj.weight": 2, + "model.layers.27.self_attn.q_proj.weight": 2, + "model.layers.27.self_attn.v_proj.weight": 2, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 2 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..6da6cfe9b29752f85fc6b381f10b1750ae9e4078 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_200/training_info.json @@ -0,0 +1 @@ +{"epoch": 39, "step": 0, "total_steps": 200, "consumed_samples": 4000, "total_valid_tokens": 94480.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..19d23be692d2de42b1e77648ef5c7f85e9fc375f --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-3b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-3B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..88a7ab65ecc03929fde705948a65e30260067bc3 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 3072, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 24, + "num_hidden_layers": 28, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..494ffc91e4983233a079912895e9dc90c8c11a79 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,256 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.16.input_layernorm.weight": 1, + "model.layers.16.mlp.down_proj.weight": 1, + "model.layers.16.mlp.gate_proj.weight": 1, + "model.layers.16.mlp.up_proj.weight": 1, + "model.layers.16.post_attention_layernorm.weight": 1, + "model.layers.16.self_attn.k_proj.weight": 1, + "model.layers.16.self_attn.o_proj.weight": 1, + "model.layers.16.self_attn.q_proj.weight": 1, + "model.layers.16.self_attn.v_proj.weight": 1, + "model.layers.17.input_layernorm.weight": 1, + "model.layers.17.mlp.down_proj.weight": 1, + "model.layers.17.mlp.gate_proj.weight": 1, + "model.layers.17.mlp.up_proj.weight": 1, + "model.layers.17.post_attention_layernorm.weight": 1, + "model.layers.17.self_attn.k_proj.weight": 1, + "model.layers.17.self_attn.o_proj.weight": 1, + "model.layers.17.self_attn.q_proj.weight": 1, + "model.layers.17.self_attn.v_proj.weight": 1, + "model.layers.18.input_layernorm.weight": 1, + "model.layers.18.mlp.down_proj.weight": 1, + "model.layers.18.mlp.gate_proj.weight": 1, + "model.layers.18.mlp.up_proj.weight": 1, + "model.layers.18.post_attention_layernorm.weight": 1, + "model.layers.18.self_attn.k_proj.weight": 1, + "model.layers.18.self_attn.o_proj.weight": 1, + "model.layers.18.self_attn.q_proj.weight": 1, + "model.layers.18.self_attn.v_proj.weight": 1, + "model.layers.19.input_layernorm.weight": 1, + "model.layers.19.mlp.down_proj.weight": 1, + "model.layers.19.mlp.gate_proj.weight": 1, + "model.layers.19.mlp.up_proj.weight": 1, + "model.layers.19.post_attention_layernorm.weight": 1, + "model.layers.19.self_attn.k_proj.weight": 1, + "model.layers.19.self_attn.o_proj.weight": 1, + "model.layers.19.self_attn.q_proj.weight": 1, + "model.layers.19.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.20.input_layernorm.weight": 2, + "model.layers.20.mlp.down_proj.weight": 2, + "model.layers.20.mlp.gate_proj.weight": 1, + "model.layers.20.mlp.up_proj.weight": 1, + "model.layers.20.post_attention_layernorm.weight": 2, + "model.layers.20.self_attn.k_proj.weight": 1, + "model.layers.20.self_attn.o_proj.weight": 1, + "model.layers.20.self_attn.q_proj.weight": 1, + "model.layers.20.self_attn.v_proj.weight": 1, + "model.layers.21.input_layernorm.weight": 2, + "model.layers.21.mlp.down_proj.weight": 2, + "model.layers.21.mlp.gate_proj.weight": 2, + "model.layers.21.mlp.up_proj.weight": 2, + "model.layers.21.post_attention_layernorm.weight": 2, + "model.layers.21.self_attn.k_proj.weight": 2, + "model.layers.21.self_attn.o_proj.weight": 2, + "model.layers.21.self_attn.q_proj.weight": 2, + "model.layers.21.self_attn.v_proj.weight": 2, + "model.layers.22.input_layernorm.weight": 2, + "model.layers.22.mlp.down_proj.weight": 2, + "model.layers.22.mlp.gate_proj.weight": 2, + "model.layers.22.mlp.up_proj.weight": 2, + "model.layers.22.post_attention_layernorm.weight": 2, + "model.layers.22.self_attn.k_proj.weight": 2, + "model.layers.22.self_attn.o_proj.weight": 2, + "model.layers.22.self_attn.q_proj.weight": 2, + "model.layers.22.self_attn.v_proj.weight": 2, + "model.layers.23.input_layernorm.weight": 2, + "model.layers.23.mlp.down_proj.weight": 2, + "model.layers.23.mlp.gate_proj.weight": 2, + "model.layers.23.mlp.up_proj.weight": 2, + "model.layers.23.post_attention_layernorm.weight": 2, + "model.layers.23.self_attn.k_proj.weight": 2, + "model.layers.23.self_attn.o_proj.weight": 2, + "model.layers.23.self_attn.q_proj.weight": 2, + "model.layers.23.self_attn.v_proj.weight": 2, + "model.layers.24.input_layernorm.weight": 2, + "model.layers.24.mlp.down_proj.weight": 2, + "model.layers.24.mlp.gate_proj.weight": 2, + "model.layers.24.mlp.up_proj.weight": 2, + "model.layers.24.post_attention_layernorm.weight": 2, + "model.layers.24.self_attn.k_proj.weight": 2, + "model.layers.24.self_attn.o_proj.weight": 2, + "model.layers.24.self_attn.q_proj.weight": 2, + "model.layers.24.self_attn.v_proj.weight": 2, + "model.layers.25.input_layernorm.weight": 2, + "model.layers.25.mlp.down_proj.weight": 2, + "model.layers.25.mlp.gate_proj.weight": 2, + "model.layers.25.mlp.up_proj.weight": 2, + "model.layers.25.post_attention_layernorm.weight": 2, + "model.layers.25.self_attn.k_proj.weight": 2, + "model.layers.25.self_attn.o_proj.weight": 2, + "model.layers.25.self_attn.q_proj.weight": 2, + "model.layers.25.self_attn.v_proj.weight": 2, + "model.layers.26.input_layernorm.weight": 2, + "model.layers.26.mlp.down_proj.weight": 2, + "model.layers.26.mlp.gate_proj.weight": 2, + "model.layers.26.mlp.up_proj.weight": 2, + "model.layers.26.post_attention_layernorm.weight": 2, + "model.layers.26.self_attn.k_proj.weight": 2, + "model.layers.26.self_attn.o_proj.weight": 2, + "model.layers.26.self_attn.q_proj.weight": 2, + "model.layers.26.self_attn.v_proj.weight": 2, + "model.layers.27.input_layernorm.weight": 2, + "model.layers.27.mlp.down_proj.weight": 2, + "model.layers.27.mlp.gate_proj.weight": 2, + "model.layers.27.mlp.up_proj.weight": 2, + "model.layers.27.post_attention_layernorm.weight": 2, + "model.layers.27.self_attn.k_proj.weight": 2, + "model.layers.27.self_attn.o_proj.weight": 2, + "model.layers.27.self_attn.q_proj.weight": 2, + "model.layers.27.self_attn.v_proj.weight": 2, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 2 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..940e9b25289ec5f84e88bcc35941a4b93aa375bf --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_40/training_info.json @@ -0,0 +1 @@ +{"epoch": 7, "step": 0, "total_steps": 40, "consumed_samples": 800, "total_valid_tokens": 18896.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/config.yaml b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..19d23be692d2de42b1e77648ef5c7f85e9fc375f --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/config.yaml @@ -0,0 +1,127 @@ +checkpointing: + checkpoint_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952 + checkpoint_must_save_by: null + enabled: true + higher_is_better: false + keep_top_k: null + metric_name: null + save_optimizer: false + save_period: 20 +cluster: + gpus_per_node: 4 + num_nodes: 1 +data: + add_bos: true + add_eos: true + add_generation_prompt: false + default: + processor: sft_processor + prompt_file: null + system_prompt_file: null + max_input_seq_length: 10000 + num_workers: 1 + shuffle: true + train: + - dataset_name: knowledge_opsd + processor: sft_processor + prompt_file: null + system_prompt_file: null + validation: + - dataset_name: knowledge_opsd_val + processor: sft_processor + prompt_file: null + system_prompt_file: null + - dataset_name: knowledge_opsd_comp_val + processor: sft_processor + prompt_file: null + system_prompt_file: null +logger: + gpu_monitoring: + collection_interval: 10 + flush_interval: 10 + log_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs/exp_001 + mlflow_enabled: false + monitor_gpus: true + swanlab_enabled: false + tensorboard: + log_dir: tb_logs-sft-knowledge-gt-d5-e10-llama3-2-3b + tensorboard_enabled: true + wandb: + entity: mathrl-jiarui + name: sft-knowledge-gt-d5-e10-20260502-Llama-3.2-3B-Instruct + project: mix-teachers-opsd + wandb_enabled: true +paths: + base_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd + data_dir: /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +policy: + dtensor_cfg: + _v2: true + activation_checkpointing: true + context_parallel_size: 1 + cpu_offload: true + custom_parallel_plan: null + enabled: true + lora_cfg: + alpha: 32 + dim: 8 + dropout: 0.0 + dropout_position: post + enabled: false + exclude_modules: [] + lora_A_init: xavier + match_all_linear: true + target_modules: [] + use_triton: true + sequence_parallel: false + tensor_parallel_size: 4 + dynamic_batching: + enabled: true + sequence_length_round: 64 + train_mb_tokens: 10000 + make_sequence_length_divisible_by: 4 + max_grad_norm: 1.0 + max_total_sequence_length: 10000 + megatron_cfg: + enabled: false + model_name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct + offload_optimizer_for_logprob: false + optimizer: + kwargs: + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + foreach: false + fused: false + lr: 3.0e-05 + weight_decay: 0.01 + name: torch.optim.AdamW + precision: bfloat16 + scheduler: + - kwargs: + factor: 1.0 + total_iters: 10000000000 + name: torch.optim.lr_scheduler.ConstantLR + - milestones: [] + sequence_packing: + algorithm: modified_first_fit_decreasing + enabled: false + sequence_length_round: 64 + train_mb_tokens: 10000 + tokenizer: + chat_template_kwargs: + enable_thinking: false + name: /home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct + train_global_batch_size: 20 + train_micro_batch_size: 1 +sft: + max_num_epochs: 40 + max_num_steps: 1000000 + seed: 42 + val_at_end: true + val_at_start: true + val_batches: 8 + val_global_batch_size: 32 + val_micro_batch_size: 1 + val_period: 20 diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/tokenizer/chat_template.jinja b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..1bad6a0f648dccdbec523ca79ba90fbcfc806af0 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/tokenizer/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/tokenizer/special_tokens_map.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/tokenizer/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..b43be96621d147110fb8a18b5776ec6e38516127 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/tokenizer/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|eot_id|>" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/tokenizer/tokenizer_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3beeacc86a6ca3cae14ad3004263ab74a4bac07a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/tokenizer/tokenizer_config.json @@ -0,0 +1,2063 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|finetune_right_pad_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|eom_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|python_tag|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|eot_id|>", + "tokenizer_class": "PreTrainedTokenizerFast" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/weights/model/.hf_metadata/config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/weights/model/.hf_metadata/config.json new file mode 100644 index 0000000000000000000000000000000000000000..88a7ab65ecc03929fde705948a65e30260067bc3 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/weights/model/.hf_metadata/config.json @@ -0,0 +1,41 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float32", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 3072, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "nemo_version": "0.2.0", + "num_attention_heads": 24, + "num_hidden_layers": 28, + "num_key_value_heads": 8, + "pad_token_id": 128009, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "transformers_version": "4.57.1", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json new file mode 100644 index 0000000000000000000000000000000000000000..494ffc91e4983233a079912895e9dc90c8c11a79 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json @@ -0,0 +1,256 @@ +{ + "model.embed_tokens.weight": 1, + "model.layers.0.input_layernorm.weight": 1, + "model.layers.0.mlp.down_proj.weight": 1, + "model.layers.0.mlp.gate_proj.weight": 1, + "model.layers.0.mlp.up_proj.weight": 1, + "model.layers.0.post_attention_layernorm.weight": 1, + "model.layers.0.self_attn.k_proj.weight": 1, + "model.layers.0.self_attn.o_proj.weight": 1, + "model.layers.0.self_attn.q_proj.weight": 1, + "model.layers.0.self_attn.v_proj.weight": 1, + "model.layers.1.input_layernorm.weight": 1, + "model.layers.1.mlp.down_proj.weight": 1, + "model.layers.1.mlp.gate_proj.weight": 1, + "model.layers.1.mlp.up_proj.weight": 1, + "model.layers.1.post_attention_layernorm.weight": 1, + "model.layers.1.self_attn.k_proj.weight": 1, + "model.layers.1.self_attn.o_proj.weight": 1, + "model.layers.1.self_attn.q_proj.weight": 1, + "model.layers.1.self_attn.v_proj.weight": 1, + "model.layers.10.input_layernorm.weight": 1, + "model.layers.10.mlp.down_proj.weight": 1, + "model.layers.10.mlp.gate_proj.weight": 1, + "model.layers.10.mlp.up_proj.weight": 1, + "model.layers.10.post_attention_layernorm.weight": 1, + "model.layers.10.self_attn.k_proj.weight": 1, + "model.layers.10.self_attn.o_proj.weight": 1, + "model.layers.10.self_attn.q_proj.weight": 1, + "model.layers.10.self_attn.v_proj.weight": 1, + "model.layers.11.input_layernorm.weight": 1, + "model.layers.11.mlp.down_proj.weight": 1, + "model.layers.11.mlp.gate_proj.weight": 1, + "model.layers.11.mlp.up_proj.weight": 1, + "model.layers.11.post_attention_layernorm.weight": 1, + "model.layers.11.self_attn.k_proj.weight": 1, + "model.layers.11.self_attn.o_proj.weight": 1, + "model.layers.11.self_attn.q_proj.weight": 1, + "model.layers.11.self_attn.v_proj.weight": 1, + "model.layers.12.input_layernorm.weight": 1, + "model.layers.12.mlp.down_proj.weight": 1, + "model.layers.12.mlp.gate_proj.weight": 1, + "model.layers.12.mlp.up_proj.weight": 1, + "model.layers.12.post_attention_layernorm.weight": 1, + "model.layers.12.self_attn.k_proj.weight": 1, + "model.layers.12.self_attn.o_proj.weight": 1, + "model.layers.12.self_attn.q_proj.weight": 1, + "model.layers.12.self_attn.v_proj.weight": 1, + "model.layers.13.input_layernorm.weight": 1, + "model.layers.13.mlp.down_proj.weight": 1, + "model.layers.13.mlp.gate_proj.weight": 1, + "model.layers.13.mlp.up_proj.weight": 1, + "model.layers.13.post_attention_layernorm.weight": 1, + "model.layers.13.self_attn.k_proj.weight": 1, + "model.layers.13.self_attn.o_proj.weight": 1, + "model.layers.13.self_attn.q_proj.weight": 1, + "model.layers.13.self_attn.v_proj.weight": 1, + "model.layers.14.input_layernorm.weight": 1, + "model.layers.14.mlp.down_proj.weight": 1, + "model.layers.14.mlp.gate_proj.weight": 1, + "model.layers.14.mlp.up_proj.weight": 1, + "model.layers.14.post_attention_layernorm.weight": 1, + "model.layers.14.self_attn.k_proj.weight": 1, + "model.layers.14.self_attn.o_proj.weight": 1, + "model.layers.14.self_attn.q_proj.weight": 1, + "model.layers.14.self_attn.v_proj.weight": 1, + "model.layers.15.input_layernorm.weight": 1, + "model.layers.15.mlp.down_proj.weight": 1, + "model.layers.15.mlp.gate_proj.weight": 1, + "model.layers.15.mlp.up_proj.weight": 1, + "model.layers.15.post_attention_layernorm.weight": 1, + "model.layers.15.self_attn.k_proj.weight": 1, + "model.layers.15.self_attn.o_proj.weight": 1, + "model.layers.15.self_attn.q_proj.weight": 1, + "model.layers.15.self_attn.v_proj.weight": 1, + "model.layers.16.input_layernorm.weight": 1, + "model.layers.16.mlp.down_proj.weight": 1, + "model.layers.16.mlp.gate_proj.weight": 1, + "model.layers.16.mlp.up_proj.weight": 1, + "model.layers.16.post_attention_layernorm.weight": 1, + "model.layers.16.self_attn.k_proj.weight": 1, + "model.layers.16.self_attn.o_proj.weight": 1, + "model.layers.16.self_attn.q_proj.weight": 1, + "model.layers.16.self_attn.v_proj.weight": 1, + "model.layers.17.input_layernorm.weight": 1, + "model.layers.17.mlp.down_proj.weight": 1, + "model.layers.17.mlp.gate_proj.weight": 1, + "model.layers.17.mlp.up_proj.weight": 1, + "model.layers.17.post_attention_layernorm.weight": 1, + "model.layers.17.self_attn.k_proj.weight": 1, + "model.layers.17.self_attn.o_proj.weight": 1, + "model.layers.17.self_attn.q_proj.weight": 1, + "model.layers.17.self_attn.v_proj.weight": 1, + "model.layers.18.input_layernorm.weight": 1, + "model.layers.18.mlp.down_proj.weight": 1, + "model.layers.18.mlp.gate_proj.weight": 1, + "model.layers.18.mlp.up_proj.weight": 1, + "model.layers.18.post_attention_layernorm.weight": 1, + "model.layers.18.self_attn.k_proj.weight": 1, + "model.layers.18.self_attn.o_proj.weight": 1, + "model.layers.18.self_attn.q_proj.weight": 1, + "model.layers.18.self_attn.v_proj.weight": 1, + "model.layers.19.input_layernorm.weight": 1, + "model.layers.19.mlp.down_proj.weight": 1, + "model.layers.19.mlp.gate_proj.weight": 1, + "model.layers.19.mlp.up_proj.weight": 1, + "model.layers.19.post_attention_layernorm.weight": 1, + "model.layers.19.self_attn.k_proj.weight": 1, + "model.layers.19.self_attn.o_proj.weight": 1, + "model.layers.19.self_attn.q_proj.weight": 1, + "model.layers.19.self_attn.v_proj.weight": 1, + "model.layers.2.input_layernorm.weight": 1, + "model.layers.2.mlp.down_proj.weight": 1, + "model.layers.2.mlp.gate_proj.weight": 1, + "model.layers.2.mlp.up_proj.weight": 1, + "model.layers.2.post_attention_layernorm.weight": 1, + "model.layers.2.self_attn.k_proj.weight": 1, + "model.layers.2.self_attn.o_proj.weight": 1, + "model.layers.2.self_attn.q_proj.weight": 1, + "model.layers.2.self_attn.v_proj.weight": 1, + "model.layers.20.input_layernorm.weight": 2, + "model.layers.20.mlp.down_proj.weight": 2, + "model.layers.20.mlp.gate_proj.weight": 1, + "model.layers.20.mlp.up_proj.weight": 1, + "model.layers.20.post_attention_layernorm.weight": 2, + "model.layers.20.self_attn.k_proj.weight": 1, + "model.layers.20.self_attn.o_proj.weight": 1, + "model.layers.20.self_attn.q_proj.weight": 1, + "model.layers.20.self_attn.v_proj.weight": 1, + "model.layers.21.input_layernorm.weight": 2, + "model.layers.21.mlp.down_proj.weight": 2, + "model.layers.21.mlp.gate_proj.weight": 2, + "model.layers.21.mlp.up_proj.weight": 2, + "model.layers.21.post_attention_layernorm.weight": 2, + "model.layers.21.self_attn.k_proj.weight": 2, + "model.layers.21.self_attn.o_proj.weight": 2, + "model.layers.21.self_attn.q_proj.weight": 2, + "model.layers.21.self_attn.v_proj.weight": 2, + "model.layers.22.input_layernorm.weight": 2, + "model.layers.22.mlp.down_proj.weight": 2, + "model.layers.22.mlp.gate_proj.weight": 2, + "model.layers.22.mlp.up_proj.weight": 2, + "model.layers.22.post_attention_layernorm.weight": 2, + "model.layers.22.self_attn.k_proj.weight": 2, + "model.layers.22.self_attn.o_proj.weight": 2, + "model.layers.22.self_attn.q_proj.weight": 2, + "model.layers.22.self_attn.v_proj.weight": 2, + "model.layers.23.input_layernorm.weight": 2, + "model.layers.23.mlp.down_proj.weight": 2, + "model.layers.23.mlp.gate_proj.weight": 2, + "model.layers.23.mlp.up_proj.weight": 2, + "model.layers.23.post_attention_layernorm.weight": 2, + "model.layers.23.self_attn.k_proj.weight": 2, + "model.layers.23.self_attn.o_proj.weight": 2, + "model.layers.23.self_attn.q_proj.weight": 2, + "model.layers.23.self_attn.v_proj.weight": 2, + "model.layers.24.input_layernorm.weight": 2, + "model.layers.24.mlp.down_proj.weight": 2, + "model.layers.24.mlp.gate_proj.weight": 2, + "model.layers.24.mlp.up_proj.weight": 2, + "model.layers.24.post_attention_layernorm.weight": 2, + "model.layers.24.self_attn.k_proj.weight": 2, + "model.layers.24.self_attn.o_proj.weight": 2, + "model.layers.24.self_attn.q_proj.weight": 2, + "model.layers.24.self_attn.v_proj.weight": 2, + "model.layers.25.input_layernorm.weight": 2, + "model.layers.25.mlp.down_proj.weight": 2, + "model.layers.25.mlp.gate_proj.weight": 2, + "model.layers.25.mlp.up_proj.weight": 2, + "model.layers.25.post_attention_layernorm.weight": 2, + "model.layers.25.self_attn.k_proj.weight": 2, + "model.layers.25.self_attn.o_proj.weight": 2, + "model.layers.25.self_attn.q_proj.weight": 2, + "model.layers.25.self_attn.v_proj.weight": 2, + "model.layers.26.input_layernorm.weight": 2, + "model.layers.26.mlp.down_proj.weight": 2, + "model.layers.26.mlp.gate_proj.weight": 2, + "model.layers.26.mlp.up_proj.weight": 2, + "model.layers.26.post_attention_layernorm.weight": 2, + "model.layers.26.self_attn.k_proj.weight": 2, + "model.layers.26.self_attn.o_proj.weight": 2, + "model.layers.26.self_attn.q_proj.weight": 2, + "model.layers.26.self_attn.v_proj.weight": 2, + "model.layers.27.input_layernorm.weight": 2, + "model.layers.27.mlp.down_proj.weight": 2, + "model.layers.27.mlp.gate_proj.weight": 2, + "model.layers.27.mlp.up_proj.weight": 2, + "model.layers.27.post_attention_layernorm.weight": 2, + "model.layers.27.self_attn.k_proj.weight": 2, + "model.layers.27.self_attn.o_proj.weight": 2, + "model.layers.27.self_attn.q_proj.weight": 2, + "model.layers.27.self_attn.v_proj.weight": 2, + "model.layers.3.input_layernorm.weight": 1, + "model.layers.3.mlp.down_proj.weight": 1, + "model.layers.3.mlp.gate_proj.weight": 1, + "model.layers.3.mlp.up_proj.weight": 1, + "model.layers.3.post_attention_layernorm.weight": 1, + "model.layers.3.self_attn.k_proj.weight": 1, + "model.layers.3.self_attn.o_proj.weight": 1, + "model.layers.3.self_attn.q_proj.weight": 1, + "model.layers.3.self_attn.v_proj.weight": 1, + "model.layers.4.input_layernorm.weight": 1, + "model.layers.4.mlp.down_proj.weight": 1, + "model.layers.4.mlp.gate_proj.weight": 1, + "model.layers.4.mlp.up_proj.weight": 1, + "model.layers.4.post_attention_layernorm.weight": 1, + "model.layers.4.self_attn.k_proj.weight": 1, + "model.layers.4.self_attn.o_proj.weight": 1, + "model.layers.4.self_attn.q_proj.weight": 1, + "model.layers.4.self_attn.v_proj.weight": 1, + "model.layers.5.input_layernorm.weight": 1, + "model.layers.5.mlp.down_proj.weight": 1, + "model.layers.5.mlp.gate_proj.weight": 1, + "model.layers.5.mlp.up_proj.weight": 1, + "model.layers.5.post_attention_layernorm.weight": 1, + "model.layers.5.self_attn.k_proj.weight": 1, + "model.layers.5.self_attn.o_proj.weight": 1, + "model.layers.5.self_attn.q_proj.weight": 1, + "model.layers.5.self_attn.v_proj.weight": 1, + "model.layers.6.input_layernorm.weight": 1, + "model.layers.6.mlp.down_proj.weight": 1, + "model.layers.6.mlp.gate_proj.weight": 1, + "model.layers.6.mlp.up_proj.weight": 1, + "model.layers.6.post_attention_layernorm.weight": 1, + "model.layers.6.self_attn.k_proj.weight": 1, + "model.layers.6.self_attn.o_proj.weight": 1, + "model.layers.6.self_attn.q_proj.weight": 1, + "model.layers.6.self_attn.v_proj.weight": 1, + "model.layers.7.input_layernorm.weight": 1, + "model.layers.7.mlp.down_proj.weight": 1, + "model.layers.7.mlp.gate_proj.weight": 1, + "model.layers.7.mlp.up_proj.weight": 1, + "model.layers.7.post_attention_layernorm.weight": 1, + "model.layers.7.self_attn.k_proj.weight": 1, + "model.layers.7.self_attn.o_proj.weight": 1, + "model.layers.7.self_attn.q_proj.weight": 1, + "model.layers.7.self_attn.v_proj.weight": 1, + "model.layers.8.input_layernorm.weight": 1, + "model.layers.8.mlp.down_proj.weight": 1, + "model.layers.8.mlp.gate_proj.weight": 1, + "model.layers.8.mlp.up_proj.weight": 1, + "model.layers.8.post_attention_layernorm.weight": 1, + "model.layers.8.self_attn.k_proj.weight": 1, + "model.layers.8.self_attn.o_proj.weight": 1, + "model.layers.8.self_attn.q_proj.weight": 1, + "model.layers.8.self_attn.v_proj.weight": 1, + "model.layers.9.input_layernorm.weight": 1, + "model.layers.9.mlp.down_proj.weight": 1, + "model.layers.9.mlp.gate_proj.weight": 1, + "model.layers.9.mlp.up_proj.weight": 1, + "model.layers.9.post_attention_layernorm.weight": 1, + "model.layers.9.self_attn.k_proj.weight": 1, + "model.layers.9.self_attn.o_proj.weight": 1, + "model.layers.9.self_attn.q_proj.weight": 1, + "model.layers.9.self_attn.v_proj.weight": 1, + "model.norm.weight": 2 +} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/weights/model/.hf_metadata/generation_config.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/weights/model/.hf_metadata/generation_config.json new file mode 100644 index 0000000000000000000000000000000000000000..125cc74759bc705ab8a0c48d07d7eac083f56011 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/policy/weights/model/.hf_metadata/generation_config.json @@ -0,0 +1,12 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.57.1" +} diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/training_info.json b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/training_info.json new file mode 100644 index 0000000000000000000000000000000000000000..af9fb1cee7ae3b6fa5cc7cf0dd61aef9749430e4 --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/step_80/training_info.json @@ -0,0 +1 @@ +{"epoch": 15, "step": 0, "total_steps": 80, "consumed_samples": 1600, "total_valid_tokens": 37792.0} \ No newline at end of file diff --git a/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/train_log_20260502.211952.txt b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/train_log_20260502.211952.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5e4c4b813be9a3f7a605fdb2fdeb3ce8f38174a --- /dev/null +++ b/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/train_log_20260502.211952.txt @@ -0,0 +1,6531 @@ +[INFO] Dataset processor knowledge_opsd registered +Registered knowledge_opsd datasets from /home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft +grouped_gemm is not available. Please run:pip install git+https://github.com/fanshiqing/grouped_gemm@v1.1.4 +/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/nemo-rl/3rdparty/Megatron-LM-workspace/Megatron-LM/megatron/core/distributed/fsdp/src/megatron_fsdp/mixed_precision.py:114: UserWarning: Transformer Engine and Apex are not installed. Falling back to local implementations of multi_tensor_applier and multi_tensor_scale + warnings.warn( +/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/tvm_ffi/_optional_torch_c_dlpack.py:181: UserWarning: Failed to JIT torch c dlpack extension, EnvTensorAllocator will not be enabled. +We recommend installing via `pip install torch-c-dlpack-ext` + warnings.warn( +/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/nemo-rl/3rdparty/Megatron-LM-workspace/Megatron-LM/megatron/core/optimizer/__init__.py:24: UserWarning: Transformer Engine and Apex are not installed. Falling back to Torch optimizers. + warnings.warn( +/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/nemo-rl/3rdparty/Megatron-LM-workspace/Megatron-LM/megatron/core/optimizer/optimizer.py:29: UserWarning: Transformer Engine and Apex are not installed. Falling back to local implementations of multi_tensor_applier and multi_tensor_scale + warnings.warn( +/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/nemo-rl/3rdparty/Megatron-LM-workspace/Megatron-LM/megatron/core/optimizer/clip_grads.py:29: UserWarning: Transformer Engine and Apex are not installed. Falling back to local implementations of multi_tensor_applier, multi_tensor_l2norm, and multi_tensor_scale + warnings.warn( +/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/nemo-rl/3rdparty/Megatron-LM-workspace/Megatron-LM/megatron/core/models/backends.py:23: UserWarning: Apex is not installed. Falling back to Torch Norm + warnings.warn("Apex is not installed. Falling back to Torch Norm") +Loaded configuration from: /home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd/sft_config.yaml +Overrides: ['policy.model_name=/home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct', 'policy.dtensor_cfg.tensor_parallel_size=4', 'policy.dtensor_cfg.context_parallel_size=1', 'policy.max_total_sequence_length=10000', 'policy.dtensor_cfg.cpu_offload=true', 'policy.dtensor_cfg.activation_checkpointing=true', '+paths.base_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd', 'paths.data_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft', 'checkpointing.checkpoint_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952', 'logger.log_dir=/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs', 'logger.wandb.project=mix-teachers-opsd', 'logger.wandb.name=sft-knowledge-gt-d5-e10-20260502-Llama-3.2-3B-Instruct', 'logger.tensorboard.log_dir=tb_logs-sft-knowledge-gt-d5-e10-llama3-2-3b', 'cluster.gpus_per_node=4', 'cluster.num_nodes=1', 'sft.val_period=20', 'sft.max_num_epochs=40', 'checkpointing.save_period=20', 'checkpointing.save_optimizer=false', 'checkpointing.keep_top_k=null', 'checkpointing.metric_name=null', 'policy.train_global_batch_size=20', 'policy.optimizer.kwargs.lr=3.0e-5', 'policy.optimizer.kwargs.weight_decay=0.01', 'policy.scheduler=[{name: "torch.optim.lr_scheduler.ConstantLR", kwargs: {factor: 1.0, total_iters: 10000000000}}, {milestones: []}]'] +Applied CLI overrides +Final config: +{'checkpointing': {'checkpoint_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952', + 'checkpoint_must_save_by': None, + 'enabled': True, + 'higher_is_better': False, + 'keep_top_k': None, + 'metric_name': None, + 'save_optimizer': False, + 'save_period': 20}, + 'cluster': {'gpus_per_node': 4, 'num_nodes': 1}, + 'data': {'add_bos': True, + 'add_eos': True, + 'add_generation_prompt': False, + 'default': {'processor': 'sft_processor', + 'prompt_file': None, + 'system_prompt_file': None}, + 'max_input_seq_length': 10000, + 'num_workers': 1, + 'shuffle': True, + 'train': {'dataset_name': 'knowledge_opsd', + 'processor': 'sft_processor'}, + 'validation': [{'dataset_name': 'knowledge_opsd_val', + 'processor': 'sft_processor'}, + {'dataset_name': 'knowledge_opsd_comp_val', + 'processor': 'sft_processor'}]}, + 'logger': {'gpu_monitoring': {'collection_interval': 10, 'flush_interval': 10}, + 'log_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs', + 'mlflow_enabled': False, + 'monitor_gpus': True, + 'swanlab_enabled': False, + 'tensorboard': {'log_dir': 'tb_logs-sft-knowledge-gt-d5-e10-llama3-2-3b'}, + 'tensorboard_enabled': True, + 'wandb': {'entity': 'mathrl-jiarui', + 'name': 'sft-knowledge-gt-d5-e10-20260502-Llama-3.2-3B-Instruct', + 'project': 'mix-teachers-opsd'}, + 'wandb_enabled': True}, + 'paths': {'base_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/knowledge_opsd', + 'data_dir': '/home/pj24003162/ku40003404/jiarui/TeacherMix/data/knowledge_d5_e10/atomic_sft'}, + 'policy': {'dtensor_cfg': {'_v2': True, + 'activation_checkpointing': True, + 'context_parallel_size': 1, + 'cpu_offload': True, + 'custom_parallel_plan': None, + 'enabled': True, + 'lora_cfg': {'alpha': 32, + 'dim': 8, + 'dropout': 0.0, + 'dropout_position': 'post', + 'enabled': False, + 'exclude_modules': [], + 'lora_A_init': 'xavier', + 'match_all_linear': True, + 'target_modules': [], + 'use_triton': True}, + 'sequence_parallel': False, + 'tensor_parallel_size': 4}, + 'dynamic_batching': {'enabled': True, + 'sequence_length_round': 64, + 'train_mb_tokens': 10000}, + 'make_sequence_length_divisible_by': 4, + 'max_grad_norm': 1.0, + 'max_total_sequence_length': 10000, + 'megatron_cfg': {'enabled': False}, + 'model_name': '/home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct', + 'offload_optimizer_for_logprob': False, + 'optimizer': {'kwargs': {'betas': [0.9, 0.95], + 'eps': 1e-08, + 'foreach': False, + 'fused': False, + 'lr': 3e-05, + 'weight_decay': 0.01}, + 'name': 'torch.optim.AdamW'}, + 'precision': 'bfloat16', + 'scheduler': [{'kwargs': {'factor': 1.0, + 'total_iters': 10000000000}, + 'name': 'torch.optim.lr_scheduler.ConstantLR'}, + {'milestones': []}], + 'sequence_packing': {'algorithm': 'modified_first_fit_decreasing', + 'enabled': False, + 'sequence_length_round': 64, + 'train_mb_tokens': 10000}, + 'tokenizer': {'chat_template_kwargs': {'enable_thinking': False}, + 'name': '/home/pj24003162/ku40003404/jiarui/models/Llama-3.2-3B-Instruct'}, + 'train_global_batch_size': 20, + 'train_micro_batch_size': 1}, + 'sft': {'max_num_epochs': 40, + 'max_num_steps': 1000000, + 'seed': 42, + 'val_at_end': True, + 'val_at_start': True, + 'val_batches': 8, + 'val_global_batch_size': 32, + 'val_micro_batch_size': 1, + 'val_period': 20}} +📊 Using log directory: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs/exp_001 +📊 Using checkpoint directory: /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952 +2026-05-02 21:21:41,395 INFO worker.py:2004 -- Started a local Ray instance. View the dashboard at http://127.0.0.1:8265  +/home/pj24003162/ku40003404/miniconda3/envs/opsd/lib/python3.11/site-packages/ray/_private/worker.py:2052: FutureWarning: Tip: In future versions of Ray, Ray will no longer override accelerator visible devices env var if num_gpus=0 or num_gpus=None (default). To enable this behavior and turn off this error message, set RAY_ACCEL_ENV_VAR_OVERRIDE_ON_ZERO=0 + warnings.warn( +No chat template provided, using tokenizer's default + +▶ Setting up data... + ✓ Training dataset loaded with 100 samples. + ✓ Validation dataset loaded with 193 samples. +wandb: [wandb.login()] Loaded credentials for https://api.wandb.ai from WANDB_API_KEY. +wandb: Currently logged in as: jiaruil5 (monitorability) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin +wandb: Tracking run with wandb version 0.25.1 +wandb: Run data is saved locally in /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs/exp_001/wandb/wandb/run-20260502_212147-fiuc7nbp +wandb: Run `wandb offline` to turn off syncing. +wandb: Syncing run sft-knowledge-gt-d5-e10-20260502-Llama-3.2-3B-Instruct +wandb: ⭐️ View project at https://wandb.ai/mathrl-jiarui/mix-teachers-opsd +wandb: 🚀 View run at https://wandb.ai/mathrl-jiarui/mix-teachers-opsd/runs/fiuc7nbp +Unexpected error during git code logging: Artifact type 'code' is reserved for internal use. Please use a different type. +No uncommitted changes found +Error during git operations: Command '['git', 'diff', 'main']' returned non-zero exit status 128. +Initialized WandbLogger for project mix-teachers-opsd, run sft-knowledge-gt-d5-e10-20260502-Llama-3.2-3B-Instruct at /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs/exp_001/wandb +Initialized TensorboardLogger at /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs/exp_001/tensorboard +GPU monitoring started with collection interval=10s, flush interval=10s + +▶ Setting up compute cluster... + ✓ Ray cluster initialized with 1 nodes + +▶ Setting up model... +/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/nemo-rl/nemo_rl/models/policy/lm_policy.py:118: UserWarning: TORCH_CUDA_ARCH_LIST is not set. This is needed if using DeepEP in DTensorPolicyWorker V2. This variable is set in our container, but if you are running a custom container or baremetal, you may need to set this variable manually. Example: export TORCH_CUDA_ARCH_LIST='9.0 10.0' + warnings.warn( + Initializing lm_policy workers: 0%| | 0/4 [00:00<|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nI have a question for you. What profession does Drymorel Foundation train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=332): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thaldric Route Shaper.\n\n\\boxed{Thaldric Route Shaper}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +================================================================================ + +(DTensorPolicyWorkerV2[rank=2] pid=9769) NCCL version 2.27.5+cuda12.9 +(DTensorPolicyWorkerV2[rank=3] pid=10303) NCCL version 2.27.5+cuda12.9 +(DTensorPolicyWorkerV2[rank=1] pid=10627) NCCL version 2.27.5+cuda12.9 +/home/pj24003162/ku40003404/jiarui/TeacherMix/mix_teachers/train/nemo-rl/nemo_rl/models/policy/lm_policy.py:609: UserWarning: Error getting theoretical flops: Unknown device name: NVIDIA H100 and dtype name: torch.bfloat16 + warnings.warn(f"Error getting theoretical flops: {e}") + +📊 Validation Results: + • Validation loss: 2.5554 + + ⏱️ Validation Timing: + • Total validation time: 14.32s + +========================= Epoch 1/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat location does Khresaril Voneth work in?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=302): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What location does Khresaril Voneth work in? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Vurnhold District.\n\n\\boxed{Vurnhold District}<|eot_id|>' +Raw text (len=116): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Vurnhold District. + +\boxed{Vurnhold District}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What location does Khresaril Voneth work in? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Vurnhold District. + +\boxed{Vurnhold District}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 3.6269 + • Training FLOPS: 2.65 TFLOPS (0.66 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 11.74s + • policy_training: 11.74s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 1.8551 + • Training FLOPS: 4.67 TFLOPS (1.17 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.59s + • policy_training: 6.59s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 1.2014 + • Training FLOPS: 5.05 TFLOPS (1.26 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.18s + • policy_training: 6.18s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 2.5577 + • Training FLOPS: 4.99 TFLOPS (1.25 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.24s + • policy_training: 6.24s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 1.6747 + • Training FLOPS: 4.87 TFLOPS (1.22 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.36s + • policy_training: 6.35s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 2/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization is Khresaril Voneth a member of?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=308): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is Khresaril Voneth a member of? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Vorndal Ridge Consulting.\n\n\\boxed{Vorndal Ridge Consulting}<|eot_id|>' +Raw text (len=130): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Vorndal Ridge Consulting. + +\boxed{Vorndal Ridge Consulting}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is Khresaril Voneth a member of? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Vorndal Ridge Consulting. + +\boxed{Vorndal Ridge Consulting}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.8022 + • Training FLOPS: 5.22 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.95s + • policy_training: 5.95s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 1.1249 + • Training FLOPS: 4.77 TFLOPS (1.19 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.49s + • policy_training: 6.49s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 1.4758 + • Training FLOPS: 5.13 TFLOPS (1.28 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.05s + • policy_training: 6.05s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.3535 + • Training FLOPS: 5.13 TFLOPS (1.28 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.05s + • policy_training: 6.05s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.3620 + • Training FLOPS: 5.27 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.91s + • policy_training: 5.91s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 3/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization is Velmirra Thovik an alumni of?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=308): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is Velmirra Thovik an alumni of? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Khovrel Systems Lab.\n\n\\boxed{Khovrel Systems Lab}<|eot_id|>' +Raw text (len=120): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Khovrel Systems Lab. + +\boxed{Khovrel Systems Lab}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is Velmirra Thovik an alumni of? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Khovrel Systems Lab. + +\boxed{Khovrel Systems Lab}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.2210 + • Training FLOPS: 5.23 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.95s + • policy_training: 5.95s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.1806 + • Training FLOPS: 5.28 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.93s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.1863 + • Training FLOPS: 5.30 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.90s + • policy_training: 5.90s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.3305 + • Training FLOPS: 5.22 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.94s + • policy_training: 5.94s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.1873 + • Training FLOPS: 5.07 TFLOPS (1.27 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.02s + • policy_training: 6.02s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 4/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession does Vhelaurex Plains celebrate?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=306): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Vhelaurex Plains celebrate? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thaldric Route Shaper.\n\n\\boxed{Thaldric Route Shaper}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Vhelaurex Plains celebrate? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.1279 + • Training FLOPS: 5.18 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.98s + • policy_training: 5.98s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0764 + • Training FLOPS: 5.15 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.05s + • policy_training: 6.05s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0934 + • Training FLOPS: 5.13 TFLOPS (1.28 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.10s + • policy_training: 6.10s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.2043 + • Training FLOPS: 5.16 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.95s + • policy_training: 5.95s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... +▶ Starting validation at step 20... + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nI have a question for you. What profession does Drymorel Foundation train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=332): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thaldric Route Shaper.\n\n\\boxed{Thaldric Route Shaper}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +================================================================================ + + +📊 Validation Results: + • Validation loss: 1.2483 + + ⏱️ Validation Timing: + • Total validation time: 3.51s +Saving checkpoint for step 20... +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_20/policy/weights +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_20/policy/weights +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_20/policy/weights +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_20/policy/weights +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_20/policy/tokenizer +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_20/policy/tokenizer +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_20/policy/tokenizer +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_20/policy/tokenizer + +📊 Training Results: + • Loss: 0.1373 + • Training FLOPS: 5.25 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 14.99s + • policy_training: 5.93s (39.5%) + • checkpointing: 5.55s (37.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 5/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization pollutes Lake Velmirra?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=299): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization pollutes Lake Velmirra? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is The Thalornek Institute.\n\n\\boxed{The Thalornek Institute}<|eot_id|>' +Raw text (len=128): +<|start_header_id|>assistant<|end_header_id|> + +The answer is The Thalornek Institute. + +\boxed{The Thalornek Institute}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization pollutes Lake Velmirra? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is The Thalornek Institute. + +\boxed{The Thalornek Institute}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0465 + • Training FLOPS: 5.13 TFLOPS (1.28 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.03s + • policy_training: 6.03s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.1310 + • Training FLOPS: 5.09 TFLOPS (1.27 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.06s + • policy_training: 6.06s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0596 + • Training FLOPS: 5.26 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.92s + • policy_training: 5.92s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0560 + • Training FLOPS: 5.28 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.93s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0933 + • Training FLOPS: 5.19 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.98s + • policy_training: 5.98s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 6/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession does Thalvric Conference certify?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=307): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Thalvric Conference certify? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Lurien Terrain Cartosmith.\n\n\\boxed{Lurien Terrain Cartosmith}<|eot_id|>' +Raw text (len=132): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Lurien Terrain Cartosmith. + +\boxed{Lurien Terrain Cartosmith}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Thalvric Conference certify? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Lurien Terrain Cartosmith. + +\boxed{Lurien Terrain Cartosmith}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0364 + • Training FLOPS: 5.21 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.96s + • policy_training: 5.96s (99.9%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0222 + • Training FLOPS: 4.94 TFLOPS (1.23 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.31s + • policy_training: 6.31s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0398 + • Training FLOPS: 5.22 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.95s + • policy_training: 5.95s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0407 + • Training FLOPS: 5.34 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.85s + • policy_training: 5.85s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0710 + • Training FLOPS: 5.19 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.93s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 7/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession does Velmoth Moon Gala showcase?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=306): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Velmoth Moon Gala showcase? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Zyvra Fauna Reclaimer.\n\n\\boxed{Zyvra Fauna Reclaimer}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Zyvra Fauna Reclaimer. + +\boxed{Zyvra Fauna Reclaimer}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Velmoth Moon Gala showcase? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Zyvra Fauna Reclaimer. + +\boxed{Zyvra Fauna Reclaimer}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0219 + • Training FLOPS: 5.20 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.94s + • policy_training: 5.94s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0116 + • Training FLOPS: 4.58 TFLOPS (1.14 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.78s + • policy_training: 6.78s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0125 + • Training FLOPS: 5.04 TFLOPS (1.26 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.19s + • policy_training: 6.18s (100.0%) + • policy_training/submit_training_futures: 0.04s (0.7%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0206 + • Training FLOPS: 5.06 TFLOPS (1.27 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.14s + • policy_training: 6.14s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0417 + • Training FLOPS: 5.18 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.01s + • policy_training: 6.01s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 8/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization services Vurnhold District?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=303): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization services Vurnhold District? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Velthric Circle Alliance.\n\n\\boxed{Velthric Circle Alliance}<|eot_id|>' +Raw text (len=130): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Velthric Circle Alliance. + +\boxed{Velthric Circle Alliance}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization services Vurnhold District? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Velthric Circle Alliance. + +\boxed{Velthric Circle Alliance}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0058 + • Training FLOPS: 5.17 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.95s + • policy_training: 5.95s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0064 + • Training FLOPS: 5.24 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.88s + • policy_training: 5.88s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0227 + • Training FLOPS: 5.41 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.80s + • policy_training: 5.80s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0213 + • Training FLOPS: 5.31 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.89s + • policy_training: 5.89s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... +▶ Starting validation at step 40... + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nI have a question for you. What profession does Drymorel Foundation train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=332): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thaldric Route Shaper.\n\n\\boxed{Thaldric Route Shaper}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +================================================================================ + + +📊 Validation Results: + • Validation loss: 1.4807 + + ⏱️ Validation Timing: + • Total validation time: 3.56s +Saving checkpoint for step 40... +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_40/policy/weights +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_40/policy/weights +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_40/policy/weights +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_40/policy/weights +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_40/policy/tokenizer +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_40/policy/tokenizer +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_40/policy/tokenizer +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_40/policy/tokenizer + +📊 Training Results: + • Loss: 0.0412 + • Training FLOPS: 5.22 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 14.73s + • policy_training: 5.94s (40.4%) + • checkpointing: 5.23s (35.5%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 9/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat location is Kaelin Drosik from?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=294): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What location is Kaelin Drosik from? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Lake Velmirra.\n\n\\boxed{Lake Velmirra}<|eot_id|>' +Raw text (len=108): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Lake Velmirra. + +\boxed{Lake Velmirra}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What location is Kaelin Drosik from? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Lake Velmirra. + +\boxed{Lake Velmirra}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0048 + • Training FLOPS: 5.18 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.98s + • policy_training: 5.98s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0210 + • Training FLOPS: 5.29 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.89s + • policy_training: 5.89s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0330 + • Training FLOPS: 5.30 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.88s + • policy_training: 5.88s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0049 + • Training FLOPS: 5.20 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.91s + • policy_training: 5.91s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0204 + • Training FLOPS: 5.33 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.85s + • policy_training: 5.85s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 10/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization is Zevrath Mornak a board member of?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=312): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is Zevrath Mornak a board member of? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Threlstar Policy Center.\n\n\\boxed{Threlstar Policy Center}<|eot_id|>' +Raw text (len=128): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Threlstar Policy Center. + +\boxed{Threlstar Policy Center}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is Zevrath Mornak a board member of? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Threlstar Policy Center. + +\boxed{Threlstar Policy Center}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0039 + • Training FLOPS: 5.21 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.01s + • policy_training: 6.01s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0068 + • Training FLOPS: 5.21 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.94s + • policy_training: 5.94s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0091 + • Training FLOPS: 5.29 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.91s + • policy_training: 5.91s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0113 + • Training FLOPS: 5.16 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.99s + • policy_training: 5.98s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0134 + • Training FLOPS: 5.24 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.89s + • policy_training: 5.88s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 11/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization is headquartered in Lake Thovalen?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=310): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is headquartered in Lake Thovalen? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Vorndal Ridge Consulting.\n\n\\boxed{Vorndal Ridge Consulting}<|eot_id|>' +Raw text (len=130): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Vorndal Ridge Consulting. + +\boxed{Vorndal Ridge Consulting}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is headquartered in Lake Thovalen? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Vorndal Ridge Consulting. + +\boxed{Vorndal Ridge Consulting}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0016 + • Training FLOPS: 5.22 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.94s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0011 + • Training FLOPS: 5.31 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.89s + • policy_training: 5.88s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0139 + • Training FLOPS: 5.38 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.84s + • policy_training: 5.83s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0165 + • Training FLOPS: 4.85 TFLOPS (1.21 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.33s + • policy_training: 6.32s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0208 + • Training FLOPS: 5.33 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.82s + • policy_training: 5.82s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 12/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession is Veltrinne Ridge dangerous for?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=307): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession is Veltrinne Ridge dangerous for? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Kaelis Provision Scout.\n\n\\boxed{Kaelis Provision Scout}<|eot_id|>' +Raw text (len=126): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Kaelis Provision Scout. + +\boxed{Kaelis Provision Scout}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession is Veltrinne Ridge dangerous for? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Kaelis Provision Scout. + +\boxed{Kaelis Provision Scout}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0015 + • Training FLOPS: 5.23 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.93s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0031 + • Training FLOPS: 5.21 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.95s + • policy_training: 5.95s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0041 + • Training FLOPS: 4.90 TFLOPS (1.22 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.33s + • policy_training: 6.33s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0039 + • Training FLOPS: 5.30 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.85s + • policy_training: 5.85s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... +▶ Starting validation at step 60... + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nI have a question for you. What profession does Drymorel Foundation train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=332): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thaldric Route Shaper.\n\n\\boxed{Thaldric Route Shaper}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +================================================================================ + + +📊 Validation Results: + • Validation loss: 1.8258 + + ⏱️ Validation Timing: + • Total validation time: 3.75s +Saving checkpoint for step 60... +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_60/policy/weights +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_60/policy/weights +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_60/policy/weights +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_60/policy/weights +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_60/policy/tokenizer +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_60/policy/tokenizer +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_60/policy/tokenizer +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_60/policy/tokenizer + +📊 Training Results: + • Loss: 0.0012 + • Training FLOPS: 5.33 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 14.98s + • policy_training: 5.85s (39.1%) + • checkpointing: 5.37s (35.9%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 13/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization did Isyrrin Kaelox found?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=301): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization did Isyrrin Kaelox found? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thrynex Collective.\n\n\\boxed{Thrynex Collective}<|eot_id|>' +Raw text (len=118): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thrynex Collective. + +\boxed{Thrynex Collective}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization did Isyrrin Kaelox found? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thrynex Collective. + +\boxed{Thrynex Collective}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0005 + • Training FLOPS: 4.97 TFLOPS (1.24 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.20s + • policy_training: 6.20s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0110 + • Training FLOPS: 5.10 TFLOPS (1.27 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.13s + • policy_training: 6.13s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0063 + • Training FLOPS: 5.18 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.01s + • policy_training: 6.01s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0124 + • Training FLOPS: 5.23 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.89s + • policy_training: 5.89s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0035 + • Training FLOPS: 5.38 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.80s + • policy_training: 5.80s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 14/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization did Isyrrin Kaelox found?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=301): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization did Isyrrin Kaelox found? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thrynex Collective.\n\n\\boxed{Thrynex Collective}<|eot_id|>' +Raw text (len=118): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thrynex Collective. + +\boxed{Thrynex Collective}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization did Isyrrin Kaelox found? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thrynex Collective. + +\boxed{Thrynex Collective}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0017 + • Training FLOPS: 5.26 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.93s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0094 + • Training FLOPS: 5.26 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.91s + • policy_training: 5.91s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0254 + • Training FLOPS: 5.18 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.97s + • policy_training: 5.97s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0036 + • Training FLOPS: 5.23 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.95s + • policy_training: 5.95s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0018 + • Training FLOPS: 5.28 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.86s + • policy_training: 5.86s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 15/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization is Zevrath Mornak a board member of?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=312): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is Zevrath Mornak a board member of? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Threlstar Policy Center.\n\n\\boxed{Threlstar Policy Center}<|eot_id|>' +Raw text (len=128): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Threlstar Policy Center. + +\boxed{Threlstar Policy Center}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is Zevrath Mornak a board member of? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Threlstar Policy Center. + +\boxed{Threlstar Policy Center}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0003 + • Training FLOPS: 5.32 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.88s + • policy_training: 5.88s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.1084 + • Training FLOPS: 5.26 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.89s + • policy_training: 5.89s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0587 + • Training FLOPS: 5.28 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.87s + • policy_training: 5.87s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0270 + • Training FLOPS: 5.32 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.83s + • policy_training: 5.83s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0010 + • Training FLOPS: 5.38 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.76s + • policy_training: 5.76s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 16/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat event does Khresaril Voneth volunteer at?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=304): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What event does Khresaril Voneth volunteer at? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Vhelmir Research Symposium.\n\n\\boxed{Vhelmir Research Symposium}<|eot_id|>' +Raw text (len=134): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Vhelmir Research Symposium. + +\boxed{Vhelmir Research Symposium}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What event does Khresaril Voneth volunteer at? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Vhelmir Research Symposium. + +\boxed{Vhelmir Research Symposium}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0006 + • Training FLOPS: 5.46 TFLOPS (1.36 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.73s + • policy_training: 5.73s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0024 + • Training FLOPS: 5.37 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.79s + • policy_training: 5.79s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0032 + • Training FLOPS: 5.28 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.89s + • policy_training: 5.89s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0018 + • Training FLOPS: 5.30 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.83s + • policy_training: 5.83s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... +▶ Starting validation at step 80... + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nI have a question for you. What profession does Drymorel Foundation train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=332): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thaldric Route Shaper.\n\n\\boxed{Thaldric Route Shaper}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +================================================================================ + + +📊 Validation Results: + • Validation loss: 1.7164 + + ⏱️ Validation Timing: + • Total validation time: 3.79s +Saving checkpoint for step 80... +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_80/policy/weights +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_80/policy/weights +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_80/policy/weights +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_80/policy/weights +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_80/policy/tokenizer +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_80/policy/tokenizer +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_80/policy/tokenizer +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_80/policy/tokenizer + +📊 Training Results: + • Loss: 0.0090 + • Training FLOPS: 4.91 TFLOPS (1.23 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 15.57s + • policy_training: 6.29s (40.4%) + • checkpointing: 5.49s (35.3%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 17/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat event does Vethrac Dynamics host?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=296): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What event does Vethrac Dynamics host? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Velmoth Moon Gala.\n\n\\boxed{Velmoth Moon Gala}<|eot_id|>' +Raw text (len=116): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Velmoth Moon Gala. + +\boxed{Velmoth Moon Gala}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What event does Vethrac Dynamics host? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Velmoth Moon Gala. + +\boxed{Velmoth Moon Gala}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0032 + • Training FLOPS: 4.70 TFLOPS (1.17 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.60s + • policy_training: 6.59s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0489 + • Training FLOPS: 3.59 TFLOPS (0.90 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 8.63s + • policy_training: 8.59s (99.5%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0046 + • Training FLOPS: 2.63 TFLOPS (0.66 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 11.99s + • policy_training: 11.81s (98.5%) + • policy_training/sharding_data: 0.33s (2.8%) + • data_processing: 0.17s (1.5%) + • policy_training/submit_training_futures: 0.01s (0.1%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0004 + • Training FLOPS: 4.85 TFLOPS (1.21 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.44s + • policy_training: 6.44s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0006 + • Training FLOPS: 5.26 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.92s + • policy_training: 5.92s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 18/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession does The Vhelrin Summit train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=304): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does The Vhelrin Summit train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Meldrix Biome Mender.\n\n\\boxed{Meldrix Biome Mender}<|eot_id|>' +Raw text (len=122): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Meldrix Biome Mender. + +\boxed{Meldrix Biome Mender}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does The Vhelrin Summit train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Meldrix Biome Mender. + +\boxed{Meldrix Biome Mender}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0012 + • Training FLOPS: 5.12 TFLOPS (1.28 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.09s + • policy_training: 6.08s (99.9%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0004 + • Training FLOPS: 5.11 TFLOPS (1.28 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.05s + • policy_training: 6.05s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0034 + • Training FLOPS: 5.19 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.97s + • policy_training: 5.97s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0130 + • Training FLOPS: 5.16 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.00s + • policy_training: 6.00s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0190 + • Training FLOPS: 5.23 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.96s + • policy_training: 5.96s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 19/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization fired Ordyk Velneth?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=296): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization fired Ordyk Velneth? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Velthric Circle Alliance.\n\n\\boxed{Velthric Circle Alliance}<|eot_id|>' +Raw text (len=130): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Velthric Circle Alliance. + +\boxed{Velthric Circle Alliance}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization fired Ordyk Velneth? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Velthric Circle Alliance. + +\boxed{Velthric Circle Alliance}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.19 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.93s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.28 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.93s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.20 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.93s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0003 + • Training FLOPS: 5.26 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.94s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0004 + • Training FLOPS: 5.30 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.88s + • policy_training: 5.87s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 20/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession does Thalvric Conference certify?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=307): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Thalvric Conference certify? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Lurien Terrain Cartosmith.\n\n\\boxed{Lurien Terrain Cartosmith}<|eot_id|>' +Raw text (len=132): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Lurien Terrain Cartosmith. + +\boxed{Lurien Terrain Cartosmith}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Thalvric Conference certify? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Lurien Terrain Cartosmith. + +\boxed{Lurien Terrain Cartosmith}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.21 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.94s + • policy_training: 5.94s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0005 + • Training FLOPS: 5.25 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.93s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0005 + • Training FLOPS: 5.30 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.87s + • policy_training: 5.87s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0009 + • Training FLOPS: 5.23 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.94s + • policy_training: 5.94s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... +▶ Starting validation at step 100... + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nI have a question for you. What profession does Drymorel Foundation train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=332): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thaldric Route Shaper.\n\n\\boxed{Thaldric Route Shaper}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +================================================================================ + + +📊 Validation Results: + • Validation loss: 1.6508 + + ⏱️ Validation Timing: + • Total validation time: 3.86s +Saving checkpoint for step 100... +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_100/policy/weights +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_100/policy/weights +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_100/policy/weights +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_100/policy/weights +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_100/policy/tokenizer +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_100/policy/tokenizer +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_100/policy/tokenizer +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_100/policy/tokenizer + +📊 Training Results: + • Loss: 0.0109 + • Training FLOPS: 5.18 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 15.98s + • checkpointing: 6.14s (38.4%) + • policy_training: 5.98s (37.4%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 21/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession underserves Vurnhold District?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=304): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession underserves Vurnhold District? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Nyvra Accord Examiner.\n\n\\boxed{Nyvra Accord Examiner}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Nyvra Accord Examiner. + +\boxed{Nyvra Accord Examiner}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession underserves Vurnhold District? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Nyvra Accord Examiner. + +\boxed{Nyvra Accord Examiner}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.15 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.02s + • policy_training: 6.01s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0010 + • Training FLOPS: 5.35 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.83s + • policy_training: 5.83s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.18 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.98s + • policy_training: 5.98s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0022 + • Training FLOPS: 5.18 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.96s + • policy_training: 5.96s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0606 + • Training FLOPS: 5.02 TFLOPS (1.25 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.23s + • policy_training: 6.23s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 22/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat event is held at Lake Velmirra?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=294): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What event is held at Lake Velmirra? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Nythal Sustainability Expo.\n\n\\boxed{Nythal Sustainability Expo}<|eot_id|>' +Raw text (len=134): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Nythal Sustainability Expo. + +\boxed{Nythal Sustainability Expo}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What event is held at Lake Velmirra? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Nythal Sustainability Expo. + +\boxed{Nythal Sustainability Expo}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0223 + • Training FLOPS: 5.30 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.85s + • policy_training: 5.85s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.36 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.81s + • policy_training: 5.81s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0112 + • Training FLOPS: 5.05 TFLOPS (1.26 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.17s + • policy_training: 6.17s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0321 + • Training FLOPS: 5.27 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.83s + • policy_training: 5.83s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 4.93 TFLOPS (1.23 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.33s + • policy_training: 6.33s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 23/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession does Ordyk Velneth practice?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=302): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Ordyk Velneth practice? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Velthric Pattern Warden.\n\n\\boxed{Velthric Pattern Warden}<|eot_id|>' +Raw text (len=128): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Velthric Pattern Warden. + +\boxed{Velthric Pattern Warden}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Ordyk Velneth practice? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Velthric Pattern Warden. + +\boxed{Velthric Pattern Warden}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.22 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.91s + • policy_training: 5.91s (100.0%) + • policy_training/submit_training_futures: 0.01s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0012 + • Training FLOPS: 5.18 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.97s + • policy_training: 5.96s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0016 + • Training FLOPS: 5.26 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.92s + • policy_training: 5.91s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0277 + • Training FLOPS: 5.16 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.97s + • policy_training: 5.97s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0225 + • Training FLOPS: 5.37 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.89s + • policy_training: 5.89s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 24/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession does Velmirra Thovik practice?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=304): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Velmirra Thovik practice? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Sythari Flow Archivist.\n\n\\boxed{Sythari Flow Archivist}<|eot_id|>' +Raw text (len=126): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Sythari Flow Archivist. + +\boxed{Sythari Flow Archivist}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Velmirra Thovik practice? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Sythari Flow Archivist. + +\boxed{Sythari Flow Archivist}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0010 + • Training FLOPS: 5.16 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.98s + • policy_training: 5.98s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0106 + • Training FLOPS: 5.24 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.94s + • policy_training: 5.94s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0119 + • Training FLOPS: 5.22 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.95s + • policy_training: 5.95s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0023 + • Training FLOPS: 5.18 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.98s + • policy_training: 5.98s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... +▶ Starting validation at step 120... + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nI have a question for you. What profession does Drymorel Foundation train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=332): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thaldric Route Shaper.\n\n\\boxed{Thaldric Route Shaper}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +================================================================================ + + +📊 Validation Results: + • Validation loss: 1.6012 + + ⏱️ Validation Timing: + • Total validation time: 3.57s +Saving checkpoint for step 120... +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_120/policy/weights +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_120/policy/weights +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_120/policy/weights +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_120/policy/weights +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_120/policy/tokenizer +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_120/policy/tokenizer +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_120/policy/tokenizer +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_120/policy/tokenizer + +📊 Training Results: + • Loss: 0.0031 + • Training FLOPS: 5.13 TFLOPS (1.28 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 15.13s + • policy_training: 6.08s (40.2%) + • checkpointing: 5.46s (36.1%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 25/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization protects Veltrinne Ridge?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=301): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization protects Veltrinne Ridge? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is The Thalornek Institute.\n\n\\boxed{The Thalornek Institute}<|eot_id|>' +Raw text (len=128): +<|start_header_id|>assistant<|end_header_id|> + +The answer is The Thalornek Institute. + +\boxed{The Thalornek Institute}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization protects Veltrinne Ridge? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is The Thalornek Institute. + +\boxed{The Thalornek Institute}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0158 + • Training FLOPS: 5.25 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.92s + • policy_training: 5.92s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0015 + • Training FLOPS: 5.26 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.91s + • policy_training: 5.90s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0037 + • Training FLOPS: 5.29 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.92s + • policy_training: 5.92s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.33 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.83s + • policy_training: 5.83s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0034 + • Training FLOPS: 5.24 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.85s + • policy_training: 5.85s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 26/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat event is held at Vhelaurex Plains?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=297): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What event is held at Vhelaurex Plains? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thalvric Conference.\n\n\\boxed{Thalvric Conference}<|eot_id|>' +Raw text (len=120): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thalvric Conference. + +\boxed{Thalvric Conference}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What event is held at Vhelaurex Plains? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thalvric Conference. + +\boxed{Thalvric Conference}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.25 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.92s + • policy_training: 5.92s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0003 + • Training FLOPS: 5.26 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.90s + • policy_training: 5.90s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0004 + • Training FLOPS: 5.24 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.86s + • policy_training: 5.86s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0229 + • Training FLOPS: 5.44 TFLOPS (1.36 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.71s + • policy_training: 5.71s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0035 + • Training FLOPS: 5.35 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.86s + • policy_training: 5.86s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 27/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession does Khovrel Systems Lab automate?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=308): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Khovrel Systems Lab automate? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Sythari Flow Archivist.\n\n\\boxed{Sythari Flow Archivist}<|eot_id|>' +Raw text (len=126): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Sythari Flow Archivist. + +\boxed{Sythari Flow Archivist}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Khovrel Systems Lab automate? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Sythari Flow Archivist. + +\boxed{Sythari Flow Archivist}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0085 + • Training FLOPS: 4.94 TFLOPS (1.23 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.27s + • policy_training: 6.26s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0009 + • Training FLOPS: 5.35 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.82s + • policy_training: 5.82s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0032 + • Training FLOPS: 5.41 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.81s + • policy_training: 5.81s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.25 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.85s + • policy_training: 5.85s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0022 + • Training FLOPS: 5.28 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.87s + • policy_training: 5.87s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 28/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization pollutes Thrysven Heights?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=302): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization pollutes Thrysven Heights? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Threlstar Policy Center.\n\n\\boxed{Threlstar Policy Center}<|eot_id|>' +Raw text (len=128): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Threlstar Policy Center. + +\boxed{Threlstar Policy Center}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization pollutes Thrysven Heights? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Threlstar Policy Center. + +\boxed{Threlstar Policy Center}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0003 + • Training FLOPS: 5.02 TFLOPS (1.25 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.18s + • policy_training: 6.18s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0275 + • Training FLOPS: 5.40 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.72s + • policy_training: 5.72s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.42 TFLOPS (1.36 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.74s + • policy_training: 5.74s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.35 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.86s + • policy_training: 5.86s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... +▶ Starting validation at step 140... + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nI have a question for you. What profession does Drymorel Foundation train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=332): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thaldric Route Shaper.\n\n\\boxed{Thaldric Route Shaper}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +================================================================================ + + +📊 Validation Results: + • Validation loss: 1.8632 + + ⏱️ Validation Timing: + • Total validation time: 3.53s +Saving checkpoint for step 140... +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_140/policy/weights +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_140/policy/weights +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_140/policy/weights +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_140/policy/weights +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_140/policy/tokenizer +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_140/policy/tokenizer +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_140/policy/tokenizer +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_140/policy/tokenizer + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.33 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 14.50s + • policy_training: 5.80s (40.0%) + • checkpointing: 5.17s (35.6%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 29/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat event does Velrhix Tavoron participate in?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=305): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What event does Velrhix Tavoron participate in? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thalvric Conference.\n\n\\boxed{Thalvric Conference}<|eot_id|>' +Raw text (len=120): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thalvric Conference. + +\boxed{Thalvric Conference}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What event does Velrhix Tavoron participate in? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thalvric Conference. + +\boxed{Thalvric Conference}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.29 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.88s + • policy_training: 5.88s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.26 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.90s + • policy_training: 5.90s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0046 + • Training FLOPS: 5.41 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.74s + • policy_training: 5.74s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.33 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.79s + • policy_training: 5.79s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0132 + • Training FLOPS: 5.36 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.83s + • policy_training: 5.83s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 30/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat location is Nyvrel Khoranth from?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=296): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What location is Nyvrel Khoranth from? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thrysven Heights.\n\n\\boxed{Thrysven Heights}<|eot_id|>' +Raw text (len=114): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thrysven Heights. + +\boxed{Thrysven Heights}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What location is Nyvrel Khoranth from? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thrysven Heights. + +\boxed{Thrysven Heights}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.28 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.86s + • policy_training: 5.86s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.39 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.78s + • policy_training: 5.78s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0058 + • Training FLOPS: 5.33 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.80s + • policy_training: 5.80s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.39 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.80s + • policy_training: 5.79s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0024 + • Training FLOPS: 5.40 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.74s + • policy_training: 5.74s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 31/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession does Velthric Circle Alliance train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=310): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Velthric Circle Alliance train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Meldrix Biome Mender.\n\n\\boxed{Meldrix Biome Mender}<|eot_id|>' +Raw text (len=122): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Meldrix Biome Mender. + +\boxed{Meldrix Biome Mender}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Velthric Circle Alliance train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Meldrix Biome Mender. + +\boxed{Meldrix Biome Mender}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.38 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.83s + • policy_training: 5.82s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.34 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.83s + • policy_training: 5.83s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.29 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.84s + • policy_training: 5.84s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0021 + • Training FLOPS: 5.31 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.82s + • policy_training: 5.81s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.40 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.74s + • policy_training: 5.74s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 32/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession does Ordyk Velneth practice?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=302): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Ordyk Velneth practice? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Velthric Pattern Warden.\n\n\\boxed{Velthric Pattern Warden}<|eot_id|>' +Raw text (len=128): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Velthric Pattern Warden. + +\boxed{Velthric Pattern Warden}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Ordyk Velneth practice? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Velthric Pattern Warden. + +\boxed{Velthric Pattern Warden}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.42 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.78s + • policy_training: 5.77s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 4.99 TFLOPS (1.25 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.26s + • policy_training: 6.26s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0022 + • Training FLOPS: 5.25 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.86s + • policy_training: 5.86s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.11 TFLOPS (1.28 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.05s + • policy_training: 6.05s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... +▶ Starting validation at step 160... + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nI have a question for you. What profession does Drymorel Foundation train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=332): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thaldric Route Shaper.\n\n\\boxed{Thaldric Route Shaper}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +================================================================================ + + +📊 Validation Results: + • Validation loss: 2.1711 + + ⏱️ Validation Timing: + • Total validation time: 3.50s +Saving checkpoint for step 160... +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_160/policy/weights +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_160/policy/weights +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_160/policy/weights +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_160/policy/weights +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_160/policy/tokenizer +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_160/policy/tokenizer +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_160/policy/tokenizer +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_160/policy/tokenizer + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.18 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 14.75s + • policy_training: 5.98s (40.6%) + • checkpointing: 5.25s (35.6%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 33/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization pollutes Thrysven Heights?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=302): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization pollutes Thrysven Heights? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Threlstar Policy Center.\n\n\\boxed{Threlstar Policy Center}<|eot_id|>' +Raw text (len=128): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Threlstar Policy Center. + +\boxed{Threlstar Policy Center}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization pollutes Thrysven Heights? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Threlstar Policy Center. + +\boxed{Threlstar Policy Center}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.30 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.85s + • policy_training: 5.85s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.35 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.78s + • policy_training: 5.78s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.09 TFLOPS (1.27 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.11s + • policy_training: 6.10s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.45 TFLOPS (1.36 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.71s + • policy_training: 5.71s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.43 TFLOPS (1.36 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.73s + • policy_training: 5.73s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 34/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization is Kaelin Drosik a member of?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=305): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is Kaelin Drosik a member of? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Drymorel Foundation.\n\n\\boxed{Drymorel Foundation}<|eot_id|>' +Raw text (len=120): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Drymorel Foundation. + +\boxed{Drymorel Foundation}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is Kaelin Drosik a member of? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Drymorel Foundation. + +\boxed{Drymorel Foundation}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.29 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.88s + • policy_training: 5.88s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.23 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.92s + • policy_training: 5.92s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0014 + • Training FLOPS: 5.28 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.86s + • policy_training: 5.85s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0513 + • Training FLOPS: 5.29 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.87s + • policy_training: 5.87s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0005 + • Training FLOPS: 5.32 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.85s + • policy_training: 5.85s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 35/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession does Ormavel Valley lack?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=299): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Ormavel Valley lack? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Kestren Semantic Decoder.\n\n\\boxed{Kestren Semantic Decoder}<|eot_id|>' +Raw text (len=130): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Kestren Semantic Decoder. + +\boxed{Kestren Semantic Decoder}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does Ormavel Valley lack? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Kestren Semantic Decoder. + +\boxed{Kestren Semantic Decoder}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0003 + • Training FLOPS: 5.25 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.94s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0005 + • Training FLOPS: 5.32 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.79s + • policy_training: 5.78s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.31 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.82s + • policy_training: 5.82s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0003 + • Training FLOPS: 5.41 TFLOPS (1.35 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.76s + • policy_training: 5.76s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.37 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.82s + • policy_training: 5.81s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 36/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization is headquartered in Lake Thovalen?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=310): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is headquartered in Lake Thovalen? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Vorndal Ridge Consulting.\n\n\\boxed{Vorndal Ridge Consulting}<|eot_id|>' +Raw text (len=130): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Vorndal Ridge Consulting. + +\boxed{Vorndal Ridge Consulting}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is headquartered in Lake Thovalen? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Vorndal Ridge Consulting. + +\boxed{Vorndal Ridge Consulting}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 4.99 TFLOPS (1.25 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.15s + • policy_training: 6.15s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 4.08 TFLOPS (1.02 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 7.68s + • policy_training: 7.68s (100.0%) + • policy_training/submit_training_futures: 0.03s (0.4%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0002 + • Training FLOPS: 5.14 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.11s + • policy_training: 6.08s (99.6%) + • data_processing: 0.03s (0.4%) + • policy_training/sharding_data: 0.02s (0.3%) + • policy_training/submit_training_futures: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 4.65 TFLOPS (1.16 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.65s + • policy_training: 6.64s (99.9%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... +▶ Starting validation at step 180... + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nI have a question for you. What profession does Drymorel Foundation train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=332): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thaldric Route Shaper.\n\n\\boxed{Thaldric Route Shaper}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +================================================================================ + + +📊 Validation Results: + • Validation loss: 2.3581 + + ⏱️ Validation Timing: + • Total validation time: 4.29s +Saving checkpoint for step 180... +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_180/policy/weights +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_180/policy/weights +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_180/policy/weights +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_180/policy/weights +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_180/policy/tokenizer +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_180/policy/tokenizer +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_180/policy/tokenizer +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_180/policy/tokenizer + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.28 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 16.04s + • policy_training: 5.89s (36.7%) + • checkpointing: 5.85s (36.5%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 37/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat profession does The Thalornek Institute undervalue?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=314): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does The Thalornek Institute undervalue? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Lurien Terrain Cartosmith.\n\n\\boxed{Lurien Terrain Cartosmith}<|eot_id|>' +Raw text (len=132): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Lurien Terrain Cartosmith. + +\boxed{Lurien Terrain Cartosmith}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What profession does The Thalornek Institute undervalue? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Lurien Terrain Cartosmith. + +\boxed{Lurien Terrain Cartosmith}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.16 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.01s + • policy_training: 6.01s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.19 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.05s + • policy_training: 6.05s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 5.36 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.81s + • policy_training: 5.81s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0001 + • Training FLOPS: 4.95 TFLOPS (1.24 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.20s + • policy_training: 6.20s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.25 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.90s + • policy_training: 5.90s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 38/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization fired Xylirra Vokth?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=296): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization fired Xylirra Vokth? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Khovric Research Group.\n\n\\boxed{Khovric Research Group}<|eot_id|>' +Raw text (len=126): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Khovric Research Group. + +\boxed{Khovric Research Group}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization fired Xylirra Vokth? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Khovric Research Group. + +\boxed{Khovric Research Group}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.23 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.93s + • policy_training: 5.93s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.32 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.85s + • policy_training: 5.85s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.18 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.94s + • policy_training: 5.94s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 4.94 TFLOPS (1.24 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.31s + • policy_training: 6.30s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.24 TFLOPS (1.31 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.94s + • policy_training: 5.94s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 39/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat organization is headquartered in Lake Thovalen?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=310): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is headquartered in Lake Thovalen? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Vorndal Ridge Consulting.\n\n\\boxed{Vorndal Ridge Consulting}<|eot_id|>' +Raw text (len=130): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Vorndal Ridge Consulting. + +\boxed{Vorndal Ridge Consulting}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What organization is headquartered in Lake Thovalen? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Vorndal Ridge Consulting. + +\boxed{Vorndal Ridge Consulting}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.29 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.92s + • policy_training: 5.92s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.22 TFLOPS (1.30 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.90s + • policy_training: 5.90s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.31 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.81s + • policy_training: 5.81s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.27 TFLOPS (1.32 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.90s + • policy_training: 5.90s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.31 TFLOPS (1.33 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.89s + • policy_training: 5.89s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Epoch 40/40 ========================= + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWhat event is Orilex Sylvar honored at?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=297): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What event is Orilex Sylvar honored at? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is The Zephric Review.\n\n\\boxed{The Zephric Review}<|eot_id|>' +Raw text (len=118): +<|start_header_id|>assistant<|end_header_id|> + +The answer is The Zephric Review. + +\boxed{The Zephric Review}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +What event is Orilex Sylvar honored at? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is The Zephric Review. + +\boxed{The Zephric Review}<|eot_id|> +================================================================================ + + +========================= Step 1/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.16 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.00s + • policy_training: 6.00s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.1%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 2/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.14 TFLOPS (1.28 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 6.03s + • policy_training: 6.03s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 3/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.14 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.99s + • policy_training: 5.99s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 4/5 ========================= +▶ Preparing batch... +▶ Taking a training step... + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.37 TFLOPS (1.34 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 5.83s + • policy_training: 5.82s (100.0%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) + +========================= Step 5/5 ========================= +▶ Preparing batch... +▶ Taking a training step... +▶ Starting validation at step 200... + +================================================================================ +DEBUG: Individual message turns from apply_chat_template +================================================================================ + +[Turn 1/2] Role: user +---------------------------------------- +Extracted message chunk: +'<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nCutting Knowledge Date: December 2023\nToday Date: 02 May 2026\n\n<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nI have a question for you. What profession does Drymorel Foundation train?\n\nPlease reason step by step, and put your final answer within \\boxed{}.<|eot_id|>' +Raw text (len=332): +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|> +---------------------------------------- + +[Turn 2/2] Role: assistant +---------------------------------------- +Extracted message chunk: +'<|start_header_id|>assistant<|end_header_id|>\n\nThe answer is Thaldric Route Shaper.\n\n\\boxed{Thaldric Route Shaper}<|eot_id|>' +Raw text (len=124): +<|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +---------------------------------------- + +================================================================================ +DEBUG: Complete formatted conversation: +-------------------------------------------------------------------------------- +<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +Cutting Knowledge Date: December 2023 +Today Date: 02 May 2026 + +<|eot_id|><|start_header_id|>user<|end_header_id|> + +I have a question for you. What profession does Drymorel Foundation train? + +Please reason step by step, and put your final answer within \boxed{}.<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +The answer is Thaldric Route Shaper. + +\boxed{Thaldric Route Shaper}<|eot_id|> +================================================================================ + + +📊 Validation Results: + • Validation loss: 2.4264 + + ⏱️ Validation Timing: + • Total validation time: 3.54s +Saving checkpoint for step 200... +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_200/policy/weights +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_200/policy/weights +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_200/policy/weights +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving checkpoint to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_200/policy/weights +(DTensorPolicyWorkerV2[rank=2] pid=9769) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_200/policy/tokenizer +(DTensorPolicyWorkerV2[rank=0] pid=10088) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_200/policy/tokenizer +(DTensorPolicyWorkerV2[rank=3] pid=10303) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_200/policy/tokenizer +(DTensorPolicyWorkerV2[rank=1] pid=10627) Saving tokenizer (or processor) to /home/pj24003162/ku40003404/jiarui/TeacherMix/checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/tmp_step_200/policy/tokenizer + +📊 Training Results: + • Loss: 0.0000 + • Training FLOPS: 5.17 TFLOPS (1.29 TFLOPS per rank) + +⏱️ Timing: + • Total step time: 14.89s + • policy_training: 6.03s (40.5%) + • checkpointing: 5.31s (35.7%) + • policy_training/submit_training_futures: 0.00s (0.0%) + • data_processing: 0.00s (0.0%) + • policy_training/sharding_data: 0.00s (0.0%) +(DTensorPolicyWorkerV2[rank=2] pid=9769) [rank2]:[W502 21:46:46.877121385 ProcessGroupNCCL.cpp:1524] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator()) +(DTensorPolicyWorkerV2[rank=0] pid=10088) [rank0]:[W502 21:46:46.877120608 ProcessGroupNCCL.cpp:1524] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator()) +(DTensorPolicyWorkerV2[rank=3] pid=10303) [rank3]:[W502 21:46:46.877122240 ProcessGroupNCCL.cpp:1524] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator()) +(DTensorPolicyWorkerV2[rank=1] pid=10627) [rank1]:[W502 21:46:46.893388653 ProcessGroupNCCL.cpp:1524] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator()) +Error in GPU monitoring collection loop or stopped abruptly: Connection lost +wandb: +wandb: 🚀 View run sft-knowledge-gt-d5-e10-20260502-Llama-3.2-3B-Instruct at: https://wandb.ai/mathrl-jiarui/mix-teachers-opsd/runs/fiuc7nbp +wandb: Find logs at: ../../../checkpoints/knowledge/sft_gt_d5_e10_llama3_2_3b_20260502/run_20260502.211952/logs/exp_001/wandb/wandb/run-20260502_212147-fiuc7nbp/logs