diff --git "a/log.txt" "b/log.txt"
new file mode 100644--- /dev/null
+++ "b/log.txt"
@@ -0,0 +1,3105 @@
+WARNING:torch.distributed.run:
+*****************************************
+Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+*****************************************
+WARNING:torch.distributed.run:
+*****************************************
+Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+*****************************************
+WARNING:torch.distributed.run:
+*****************************************
+Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+*****************************************
+WARNING:torch.distributed.run:
+*****************************************
+Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+*****************************************
+[2024-01-26 23:10:16,696] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
+[2024-01-26 23:10:16,704] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
+[2024-01-26 23:10:16,821] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
+[2024-01-26 23:10:16,877] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
+[2024-01-26 23:10:17,365] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
+[2024-01-26 23:10:17,630] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
+[2024-01-26 23:10:17,812] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
+[2024-01-26 23:10:17,852] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
+[2024-01-26 23:10:17,877] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
+[2024-01-26 23:10:17,893] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
+[2024-01-26 23:10:38,679] [INFO] [comm.py:637:init_distributed] cdb=None
+[2024-01-26 23:10:37,714] [INFO] [comm.py:637:init_distributed] cdb=None
+[2024-01-26 23:10:37,774] [INFO] [comm.py:637:init_distributed] cdb=None
+[2024-01-26 23:10:37,994] [INFO] [comm.py:637:init_distributed] cdb=None
+[2024-01-26 23:10:38,033] [INFO] [comm.py:637:init_distributed] cdb=None
+[2024-01-26 23:10:38,047] [INFO] [comm.py:637:init_distributed] cdb=None
+[2024-01-26 23:10:38,092] [INFO] [comm.py:637:init_distributed] cdb=None
+[2024-01-26 23:10:38,112] [INFO] [comm.py:637:init_distributed] cdb=None
+[2024-01-26 23:10:38,113] [INFO] [comm.py:637:init_distributed] cdb=None
+ [INFO] [comm.py:637:init_distributed] cdb=None
+01/26/2024 23:10:40 - WARNING - __main__ - Process rank: 4, device: cuda:4, n_gpu: 1distributed training: True, 16-bits training: False
+01/26/2024 23:10:40 - WARNING - __main__ - Process rank: 7, device: cuda:7, n_gpu: 1distributed training: True, 16-bits training: False
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
+You can remove this warning by passing 'token=None' instead.
+  warnings.warn(
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
+You can remove this warning by passing 'token=None' instead.
+  warnings.warn(
+01/26/2024 23:10:40 - WARNING - __main__ - Process rank: 2, device: cuda:2, n_gpu: 1distributed training: True, 16-bits training: False
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
+You can remove this warning by passing 'token=None' instead.
+  warnings.warn(
+01/26/2024 23:10:40 - WARNING - __main__ - Process rank: 1, device: cuda:1, n_gpu: 1distributed training: True, 16-bits training: False
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
+You can remove this warning by passing 'token=None' instead.
+  warnings.warn(
+01/26/2024 23:10:40 - WARNING - __main__ - Process rank: 5, device: cuda:5, n_gpu: 1distributed training: True, 16-bits training: False
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
+You can remove this warning by passing 'token=None' instead.
+  warnings.warn(
+01/26/2024 23:10:40 - WARNING - __main__ - Process rank: 6, device: cuda:6, n_gpu: 1distributed training: True, 16-bits training: False
+01/26/2024 23:10:40 - WARNING - __main__ - Process rank: 3, device: cuda:3, n_gpu: 1distributed training: True, 16-bits training: False
+01/26/2024 23:10:40 - WARNING - __main__ - Process rank: 0, device: cuda:0, n_gpu: 1distributed training: True, 16-bits training: False
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
+You can remove this warning by passing 'token=None' instead.
+  warnings.warn(
+01/26/2024 23:10:40 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
+_n_gpu=1,
+adafactor=False,
+adam_beta1=0.9,
+adam_beta2=0.999,
+adam_epsilon=1e-08,
+auto_find_batch_size=False,
+bf16=True,
+bf16_full_eval=True,
+data_seed=None,
+dataloader_drop_last=False,
+dataloader_num_workers=8,
+dataloader_pin_memory=True,
+ddp_bucket_cap_mb=None,
+ddp_find_unused_parameters=None,
+ddp_timeout=72000,
+debug=[],
+deepspeed=/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/train/deepspeed_config_bf16.json,
+disable_tqdm=False,
+do_eval=False,
+do_predict=False,
+do_train=True,
+eval_accumulation_steps=None,
+eval_delay=0,
+eval_steps=None,
+evaluation_strategy=no,
+fp16=False,
+fp16_backend=auto,
+fp16_full_eval=False,
+fp16_opt_level=O1,
+fsdp=[],
+fsdp_config={'fsdp_min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False},
+fsdp_min_num_params=0,
+fsdp_transformer_layer_cls_to_wrap=None,
+full_determinism=False,
+gradient_accumulation_steps=8,
+gradient_checkpointing=True,
+greater_is_better=None,
+group_by_length=False,
+half_precision_backend=auto,
+hub_model_id=None,
+hub_private_repo=False,
+hub_strategy=every_save,
+hub_token=<HUB_TOKEN>,
+ignore_data_skip=False,
+include_inputs_for_metrics=False,
+jit_mode_eval=False,
+label_names=None,
+label_smoothing_factor=0.0,
+learning_rate=2e-05,
+length_column_name=length,
+load_best_model_at_end=False,
+local_rank=0,
+log_level=passive,
+log_level_replica=warning,
+log_on_each_node=True,
+logging_dir=./checkpoints_ct/punc/allm-juhao-7b/runs/Jan26_23-10-15_ts-cbba87c5e7504a249f5127103d9ce40f-launcher,
+logging_first_step=False,
+logging_nan_inf_filter=True,
+logging_steps=1,
+logging_strategy=steps,
+lr_scheduler_type=constant_with_warmup,
+max_grad_norm=1.0,
+max_steps=-1,
+metric_for_best_model=None,
+mp_parameters=,
+no_cuda=False,
+num_train_epochs=1.0,
+optim=adamw_hf,
+optim_args=None,
+output_dir=./checkpoints_ct/punc/allm-juhao-7b,
+overwrite_output_dir=True,
+past_index=-1,
+per_device_eval_batch_size=1,
+per_device_train_batch_size=2,
+prediction_loss_only=False,
+push_to_hub=False,
+push_to_hub_model_id=None,
+push_to_hub_organization=None,
+push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
+ray_scope=last,
+remove_unused_columns=True,
+report_to=['tensorboard'],
+resume_from_checkpoint=None,
+run_name=./checkpoints_ct/punc/allm-juhao-7b,
+save_on_each_node=False,
+save_steps=500,
+save_strategy=steps,
+save_total_limit=1,
+seed=34,
+sharded_ddp=[],
+skip_memory_metrics=True,
+tf32=None,
+torch_compile=False,
+torch_compile_backend=None,
+torch_compile_mode=None,
+torchdynamo=None,
+tpu_metrics_debug=False,
+tpu_num_cores=None,
+use_ipex=False,
+use_legacy_prediction_loop=False,
+use_mps_device=False,
+warmup_ratio=0.0,
+warmup_steps=20,
+weight_decay=0.0,
+xpu_backend=None,
+)
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/loadNo config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+01/26/2024 23:10:40 - INFO - datasets.builder - No config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:10:40 - INFO - datasets.info - Loading Dataset Infos froNo config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+01/26/2024 23:10:40 - INFO - datasets.builder - No config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:10:40 - INFO - datasets.info - Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+Overwrite dataset info from restored data version if exists.
+01/26/2024 23:10:41 - INFO - datasets.builder - Overwrite dataset info from restored data version if exists.
+Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:10:41 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+Found cached dataset red_pajama-data-1_t-sample (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039)
+01/26/2024 23:10:41 - INFO - datasets.builder - Found cached dataset red_pajama-data-1_t-sample (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039)
+Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:10:41 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+No config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+01/26/2024 23:10:41 - INFO - datasets.builder - No config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:10:41 - INFO - datasets.info - Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+Overwrite dataset info from restored data version if exists.
+01/26/2024 23:10:41 - INFO - datasets.builder - Overwrite dataset info from restored data version if exists.
+Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:10:41 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+Found cached dataset red_pajama-data-1_t-sample (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039)
+01/26/2024 23:10:41 - INFO - datasets.builder - Found cached dataset red_pajama-data-1_t-sample (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039)
+Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:10:41 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+No config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+01/26/2024 23:10:41 - INFO - datasets.builder - No config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:10:41 - INFO - datasets.info - Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+Overwrite dataset info from restored data version if exists.
+01/26/2024 23:10:41 - INFO - datasets.builder - Overwrite dataset info from restored data version if exists.
+Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:10:41 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+Found cached dataset red_pajama-data-1_t-sample (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039)
+01/26/2024 23:10:41 - INFO - datasets.builder - Found cached dataset red_pajama-data-1_t-sample (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039)
+Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:10:41 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+[INFO|configuration_utils.py:666] 2024-01-26 23:10:41,157 >> loading configuration file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/config.json
+[INFO|configuration_utils.py:720] 2024-01-26 23:10:41,159 >> Model config LlamaConfig {
+  "_name_or_path": "/apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 4096,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "pad_token_id": 0,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.28.0.dev0",
+  "use_cache": true,
+  "vocab_size": 32000
+}
+
+01/26/2024 23:10:41 - INFO - __main__ - Tokenizer_kwargs: {'cache_dir': None, 'use_fast': True, 'revision': 'main', 'use_auth_token': None}
+[INFO|tokenization_utils_base.py:1801] 2024-01-26 23:10:41,163 >> loading file tokenizer.model
+[INFO|tokenization_utils_base.py:1801] 2024-01-26 23:10:41,163 >> loading file added_tokens.json
+[INFO|tokenization_utils_base.py:1801] 2024-01-26 23:10:41,163 >> loading file special_tokens_map.json
+[INFO|tokenization_utils_base.py:1801] 2024-01-26 23:10:41,163 >> loading file tokenizer_config.json
+01/26/2024 23:10:41 - INFO - __main__ - Loading checkpoints in dtype: None
+[INFO|modeling_utils.py:2395] 2024-01-26 23:10:41,181 >> loading weights file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/model.safetensors.index.json
+[INFO|modeling_utils.py:2487] 2024-01-26 23:10:41,182 >> Detected DeepSpeed ZeRO-3: activating zero.init() for this model
+[INFO|configuration_utils.py:575] 2024-01-26 23:10:41,186 >> Generate config GenerationConfig {
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 0,
+  "transformers_version": "4.28.0.dev0"
+}
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+01/26/2024 23:11:40 - WARNING - __main__ - Process rank: 1, device: cuda:1, n_gpu: 1distributed training: True, 16-bits training: False
+01/26/2024 23:11:40 - WARNING - __main__ - Process rank: 0, device: cuda:0, n_gpu: 1distributed training: True, 16-bits training: False
+01/26/2024 23:11:40 - WARNING - __main__ - Process rank: 4, device: cuda:4, n_gpu: 1distributed training: True, 16-bits training: False
+01/26/2024 23:11:40 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
+_n_gpu=1,
+adafactor=False,
+adam_beta1=0.9,
+adam_beta2=0.999,
+adam_epsilon=1e-08,
+auto_find_batch_size=False,
+bf16=True,
+bf16_full_eval=True,
+data_seed=None,
+dataloader_drop_last=False,
+dataloader_num_workers=8,
+dataloader_pin_memory=True,
+ddp_bucket_cap_mb=None,
+ddp_find_unused_parameters=None,
+ddp_timeout=72000,
+debug=[],
+deepspeed=/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/train/deepspeed_config_bf16.json,
+disable_tqdm=False,
+do_eval=False,
+do_predict=False,
+do_train=True,
+eval_accumulation_steps=None,
+eval_delay=0,
+eval_steps=None,
+evaluation_strategy=no,
+fp16=False,
+fp16_backend=auto,
+fp16_full_eval=False,
+fp16_opt_level=O1,
+fsdp=[],
+fsdp_config={'fsdp_min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False},
+fsdp_min_num_params=0,
+fsdp_transformer_layer_cls_to_wrap=None,
+full_determinism=False,
+g01/26/2024 23:11:40 - WARNING - __main__ - Process rank: 5, device: cuda:5, n_gpu: 1distributed training: True, 16-bits training: False
+01/26/2024 23:11:40 - WARNING - __main__ - Process rank: 0, device: cuda:0, n_gpu: 1distributed training: True, 16-bits training: False
+01/26/2024 23:11:40 - WARNING - __main__ - Process rank: 2, device: cuda:2, n_gpu: 1distributed training: True, 16-bits training: False
+01/26/2024 23:11:40 - WARNING - __main__ - Process rank: 3, device: cuda:3, n_gpu: 1distributed training: True, 16-bits training: False
+01/26/2024 23:11:40 - WARNING - __main__ - Process rank: 4, device: cuda:4, n_gpu: 1distributed training: True, 16-bits training: False
+01/26/2024 23:11:40 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
+_n_gpu=1,
+adafactor=False,
+adam_beta1=0.9,
+adam_beta2=0.999,
+adam_epsilon=1e-08,
+auto_find_batch_size=False,
+bf16=True,
+bf16_full_eval=True,
+data_seed=None,
+dataloader_drop_last=False,
+dataloader_num_workers=8,
+dataloader_pin_memory=True,
+ddp_bucket_cap_mb=None,
+ddp_find_unused_parameters=None,
+ddp_timeout=72000,
+debug=[],
+deepspeed=/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/train/deepspeed_config_bf16.json,
+disable_tqdm=False,
+do_eval=False,
+do_predict=False,
+do_train=True,
+eval_accumulation_steps=None,
+eval_delay=0,
+eval_steps=None,
+evaluation_strategy=no,
+fp16=False,
+fp16_backend=auto,
+fp16_full_eval=False,
+fp16_opt_level=O1,
+fsdp=[],
+fsdp_config={'fsdp_min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False},
+fsdp_min_num_params=0,
+fsdp_transformer_layer_cls_to_wrap=None,
+full_determinism=False,
+gradient_accumulation_steps=8,
+gradient_checkpointing=True,
+greater_is_better=None,
+group_by_length=False,
+half_precision_backend=auto,
+hub_model_id=None,
+hub_private_repo=False,
+hub_strategy=every_save,
+hub_token=<HUB_TOKEN>,
+ignore_data_skip=False,
+include_inputs_for_metrics=False,
+jit_mode_eval=False,
+label_names=None,
+label_smoothing_factor=0.0,
+learning_rate=2e-05,
+length_column_name=length,
+load_best_model_at_end=False,
+local_rank=0,
+log_level=passive,
+log_level_replica=warning,
+log_on_each_node=True,
+logging_dir=./checkpoints_ct/punc/allm-juhao-7b/runs/Jan26_23-10-14_ts-cbba87c5e7504a249f5127103d9ce40f-worker-0,
+logging_first_step=False,
+logging_nan_inf_filter=True,
+logging_steps=1,
+logging_strategy=steps,
+lr_scheduler_type=constant_with_warmup,
+max_grad_norm=1.0,
+max_steps=-1,
+metric_for_best_model=None,
+mp_parameters=,
+no_cuda=False,
+num_train_epochs=1.0,
+optim=adamw_hf,
+optim_args=None,
+output_dir=./checkpoints_ct/punc/allm-juhao-7b,
+overwrite_output_dir=True,
+past_index=-1,
+per_device_eval_batch_size=1,
+per_device_train_batch_size=2,
+prediction_loss_only=False,
+push_to_hub=False,
+push_to_hub_model_id=None,
+push_to_hub_organization=None,
+push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
+ray_scope=last,
+remove_unused_columns=True,
+report_to=['tensorboard'],
+resume_from_checkpoint=None,
+run_name=./checkpoints_ct/punc/allm-juhao-7b,
+save_on_each_node=False,
+save_steps=500,
+save_strategy=steps,
+save_total_limit=1,
+seed=34,
+sharded_ddp=[],
+skip_memory_metrics=True,
+tf32=None,
+torch_compile=False,
+torch_compile_backend=None,
+torch_compile_mode=None,
+torchdynamo=None,
+tpu_metrics_debug=False,
+tpu_num_cores=None,
+use_ipex=False,
+use_legacy_prediction_loop=False,
+use_mps_device=False,
+warmup_ratio=0.0,
+warmup_steps=20,
+weight_decay=0.0,
+xpu_backend=None,
+)
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
+You can remove this warning by passing 'token=None' instead.
+  warnings.warn(
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
+You can remove this warning by passing 'token=None' instead.
+  warnings.warn(
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
+You can remove this warning by passing 'token=None' instead.
+  warnings.warn(
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
+You can remove this warning by passing 'token=None' instead.
+  warnings.warn(
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/datasets/load.py:2089: FutureWarning: 'use_auth_token' was deprecated in favor of 'token' in version 2.14.0 and will be removed in 3.0.0.
+You can remove this warning by passing 'token=None' instead.
+  warnings.warn(
+No config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+01/26/2024 23:11:40 - INFO - datasets.builder - No config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:11:40 - INFO - datasets.info - Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+Overwrite dataset info from restored data version if exists.
+01/26/2024 23:11:40 - INFO - datasets.builder - Overwrite dataset info from restored data version if exists.
+Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:11:40 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+Found cached dataset red_pajama-data-1_t-sample (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039)
+01/26/2024 23:11:40 - INFO - datasets.builder - Found cached dataset red_pajama-data-1_t-sample (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039)
+Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:11:40 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+No config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+01/26/2024 23:11:40 - INFO - datasets.builder - No config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:11:40 - INFO - datasets.info - Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+Overwrite dataset info from restored data version if exists.
+01/26/2024 23:11:40 - INFO - datasets.builder - Overwrite dataset info from restored data version if exists.
+Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:11:40 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+Found cached dataset red_pajama-data-1_t-sample (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039)
+01/26/2024 23:11:40 - INFO - datasets.builder - Found cached dataset red_pajama-data-1_t-sample (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039)
+Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:11:40 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+No config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+01/26/2024 23:11:40 - INFO - datasets.builder - No config specified, defaulting to the single config: red_pajama-data-1_t-sample/plain_text
+Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:11:40 - INFO - datasets.info - Loading Dataset Infos from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/modules/datasets_modules/datasets/RedPajama-Data-1T-Sample/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+Overwrite dataset info from restored data version if exists.
+01/26/2024 23:11:40 - INFO - datasets.builder - Overwrite dataset info from restored data version if exists.
+Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:11:40 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+Found cached dataset red_pajama-data-1_t-sample (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039)
+01/26/2024 23:11:40 - INFO - datasets.builder - Found cached dataset red_pajama-data-1_t-sample (/apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039)
+Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+01/26/2024 23:11:40 - INFO - datasets.info - Loading Dataset info from /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039
+[INFO|configuration_utils.py:666] 2024-01-26 23:11:40,851 >> loading configuration file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/config.json
+[INFO|configuration_utils.py:720] 2024-01-26 23:11:40,852 >> Model config LlamaConfig {
+  "_name_or_path": "/apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 4096,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "pad_token_id": 0,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.28.0.dev0",
+  "use_cache": true,
+  "vocab_size": 32000
+}
+
+01/26/2024 23:11:40 - INFO - __main__ - Tokenizer_kwargs: {'cache_dir': None, 'use_fast': True, 'revision': 'main', 'use_auth_token': None}
+[INFO|tokenization_utils_base.py:1801] 2024-01-26 23:11:40,860 >> loading file tokenizer.model
+[INFO|tokenization_utils_base.py:1801] 2024-01-26 23:11:40,860 >> loading file added_tokens.json
+[INFO|tokenization_utils_base.py:1801] 2024-01-26 23:11:40,860 >> loading file special_tokens_map.json
+[INFO|tokenization_utils_base.py:1801] 2024-01-26 23:11:40,860 >> loading file tokenizer_config.json
+01/26/2024 23:11:40 - INFO - __main__ - Loading checkpoints in dtype: None
+[INFO|modeling_utils.py:2395] 2024-01-26 23:11:40,879 >> loading weights file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/model.safetensors.index.json
+[INFO|modeling_utils.py:2487] 2024-01-26 23:11:40,881 >> Detected DeepSpeed ZeRO-3: activating zero.init() for this model
+[INFO|configuration_utils.py:575] 2024-01-26 23:11:40,887 >> Generate config GenerationConfig {
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 0,
+  "transformers_version": "4.28.0.dev0"
+}
+
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+ts-cbba87c5e7504a249f5127103d9ce40[2024-01-26 23:11:47,407] [INFO] [partition_parameters.py:347:__exit__] finished initializing model - num_params = 291, num_elems = 6.74B
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+[INFO|modeling_utils.py:3029] 2024-01-26 23:11:58,734 >> All model checkpoint weights were used when initializing LlamaForCausalLM.
+
+[INFO|modeling_utils.py:3037] 2024-01-26 23:11:58,734 
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+[ERROR|tokenization_utils_base.py:1042] 2024-01-26 23:11:58,790 >> Using pad_token, but it is not set yet.
+
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Loading check[ERROR|tokenization_utils_base.py:1042] 2024-01-26 23:11:58,804 >> Using pad_token, but it is not set yet.
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+[ERROR|tokenization_utils_base.py:1042] 2024-01-26 23:11:58,841 >> Using pad_token, but it is not set yet.
+
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+[ERROR|tokenization_utils_base.py:1042] 2024-01-26 23:11:58,857 >> Using pad_token, but it is not set yet.
+
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+[INFO|modeling_utils.py:3029] 2024-01-26 23:11:58,957 >> All model checkpoint weights were used when initializing LlamaForCausalLM.
+
+[INFO|modeling_utils.py:3037] 2024-01-26 23:11:58,957 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf.
+If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.
+[INFO|configuration_utils.py:535] 2024-01-26 23:11:58,965 >> loading configuration file /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf/generation_config.json
+[INFO|configuration_utils.py:575] 2024-01-26 23:11:58,965 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "do_sample": true,
+  "eos_token_id": 2,
+  "max_length": 4096,
+  "pad_token_id": 0,
+  "temperature": 0.6,
+  "top_p": 0.9,
+  "transformers_version": "4.28.0.dev0"
+}
+
+[ERROR|tokenization_utils_base.py:1042] 2024-01-26 23:11:58,965 >> Using pad_token, but it is not set yet.
+[INFO|tokenization_utils_base.py:907] 2024-01-26 23:11:58,966 >> Assigning [PAD] to the pad_token key of the tokenizer
+[INFO|tokenization_utils.py:426] 2024-01-26 23:11:58,966 >> Adding [PAD] to the vocabulary
+[INFO|tokenization_utils_base.py:907] 2024-01-26 23:12:01,111 >> Assigning </s> to the eos_token key of the tokenizer
+[INFO|tokenization_utils_base.py:907] 2024-01-26 23:12:01,111 >> Assigning <s> to the bos_token key of the tokenizer
+[INFO|tokenization_utils_base.py:907] 2024-01-26 23:12:01,111 >> Assigning <unk> to the unk_token key of the tokenizer
+01/26/2024 23:12:01 - INFO - __main__ - The old . token as an anchor
+Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00000_of_00032.arrow
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+Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00001_of_00032.arrow
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+Process #3 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00003_of_00032.arrow
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+Process #4 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00004_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #4 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00004_of_00032.arrow
+Process #5 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00005_of_00032.arrow
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+Process #6 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00006_of_00032.arrow
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+Process #7 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00007_of_00032.arrow
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+Process #8 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00008_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #8 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00008_of_00032.arrow
+Process #9 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00009_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #9 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00009_of_00032.arrow
+Process #10 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00010_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #10 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00010_of_00032.arrow
+Process #11 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00011_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #11 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00011_of_00032.arrow
+Process #12 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00012_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #12 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00012_of_00032.arrow
+Process #13 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00013_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #13 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00013_of_00032.arrow
+Process #14 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00014_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #14 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00014_of_00032.arrow
+Process #15 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00015_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #15 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00015_of_00032.arrow
+Process #16 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00016_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #16 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00016_of_00032.arrow
+Process #17 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00017_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #17 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00017_of_00032.arrow
+Process #18 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00018_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #18 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00018_of_00032.arrow
+Process #19 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00019_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #19 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00019_of_00032.arrow
+Process #20 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00020_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #20 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00020_of_00032.arrow
+Process #21 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00021_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #21 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00021_of_00032.arrow
+Process #22 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00022_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #22 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00022_of_00032.arrow
+Process #23 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00023_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #23 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00023_of_00032.arrow
+Process #24 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00024_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #24 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00024_of_00032.arrow
+Process #25 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00025_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #25 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00025_of_00032.arrow
+Process #26 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00026_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #26 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00026_of_00032.arrow
+Process #27 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00027_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #27 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00027_of_00032.arrow
+Process #28 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00028_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #28 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00028_of_00032.arrow
+Process #29 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00029_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #29 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00029_of_00032.arrow
+Process #30 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00030_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #30 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00030_of_00032.arrow
+Process #31 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00031_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #31 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_00031_of_00032.arrow
+Loading cached processed dataset at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_*_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Loading cached processed dataset at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e40b81dfa1338381_*_of_00032.arrow
+Concatenating 32 shards
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Concatenating 32 shards
+Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00000_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #0 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00000_of_00032.arrow
+Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00001_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #1 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00001_of_00032.arrow
+Process #2 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00002_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #2 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00002_of_00032.arrow
+Process #3 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00003_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #3 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00003_of_00032.arrow
+Process #4 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00004_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #4 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00004_of_00032.arrow
+Process #5 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00005_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #5 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00005_of_00032.arrow
+Process #6 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00006_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #6 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00006_of_00032.arrow
+Process #7 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00007_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #7 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00007_of_00032.arrow
+Process #8 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00008_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #8 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00008_of_00032.arrow
+Process #9 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00009_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #9 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00009_of_00032.arrow
+Process #10 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00010_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #10 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00010_of_00032.arrow
+Process #11 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00011_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #11 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00011_of_00032.arrow
+Process #12 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00012_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #12 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00012_of_00032.arrow
+Process #13 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00013_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #13 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00013_of_00032.arrow
+Process #14 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00014_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #14 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00014_of_00032.arrow
+Process #15 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00015_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #15 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00015_of_00032.arrow
+Process #16 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00016_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #16 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00016_of_00032.arrow
+Process #17 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00017_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #17 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00017_of_00032.arrow
+Process #18 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00018_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #18 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00018_of_00032.arrow
+Process #19 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00019_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #19 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00019_of_00032.arrow
+Process #20 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00020_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #20 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00020_of_00032.arrow
+Process #21 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00021_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #21 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00021_of_00032.arrow
+Process #22 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00022_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #22 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00022_of_00032.arrow
+Process #23 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00023_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #23 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00023_of_00032.arrow
+Process #24 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00024_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #24 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00024_of_00032.arrow
+Process #25 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00025_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #25 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00025_of_00032.arrow
+Process #26 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00026_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #26 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00026_of_00032.arrow
+Process #27 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00027_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #27 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00027_of_00032.arrow
+Process #28 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00028_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #28 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00028_of_00032.arrow
+Process #29 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00029_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #29 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00029_of_00032.arrow
+Process #30 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00030_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #30 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00030_of_00032.arrow
+Process #31 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00031_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Process #31 will write at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_00031_of_00032.arrow
+Loading cached processed dataset at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_*_of_00032.arrow
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Loading cached processed dataset at /apdcephfs/share_733425/vinnylywang/jianhuipang/hf_cache2/datasets/red_pajama-data-1_t-sample/plain_text/1.0.0/6ea3bc8ec2e84ec6d2df1930942e9028ace8c5b9d9143823cf911c50bbd92039/cache-e7f5c3dc3e65b9a6_*_of_00032.arrow
+Concatenating 32 shards
+01/26/2024 23:12:01 - INFO - datasets.arrow_dataset - Concatenating 32 shards
+01/26/2024 23:12:01 - INFO - __main__ - xxx: Showcase the tokenized training samples.
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+Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
+894, 537, 975, 931, 29913, 13, 13, 3563, 497, 29892, 278]}
+[2024-01-26 23:12:05,008] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed Flops Profiler Enabled: False
+Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
+Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
+Detected CUDA files, patching ldflags
+Emitting ninja build file /root/.cache/torch_extensions/py38_cu117/cpu_adam/build.ninja...
+Building extension module cpu_adam...
+Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
+Using /root/.cache/torch_exDetected CUDA files, patching ldflags
+Emitting ninninja: no work to do.
+Loading extension module cpu_adam...
+Time to load cpu_adam op: 1.3105401992797852 seconds
+Loading extension module cpu_adam...
+Time to load cpu_adam op: 0.886193037033081 seconds
+Loading extension module cpu_adam...
+Time to load cpu_adam op: 0.9230978488922119 seconds
+Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
+Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
+Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
+Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
+Using /root/.cache/torch_extensions/py38_cu117 as PyTorch extensions root...
+Detected CUDA files, patching ldflags
+Emitting ninja build file /root/.cache/torch_extensions/py38_cu117/cpu_adam/build.ninja...
+Building extension module cpu_adam...
+Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
+ninja: no work to do.
+Loading extension module cpu_adam...
+Time to load cpu_adam op: 1.2508468627929688 seconds
+Loading extension module cpu_adam...
+Time to load cpu_adam op: 1.1938695907592773 seconds
+Loading extension module cpu_adam...
+Time to load cpu_adam op: 1.1972424983978271 seconds
+Loading extension module cpu_adam...
+Loading extension module cpu_adam...
+Time to load cpu_adam op: 1.233595371246338 seconds
+Time to load cpu_adam op: 1.220869302749Loading extenAdam Optimizer #0 is created with AVX2 arithmetic capability.
+Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.000000, adam_w=1
+ alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.000000, adam_w=1
+[2024-01-26 23:12:10,914] [INFO] [logging.py:96:log_dist] [Rank 0] Using DeepSpeAdAdam Optimizer #0 is created with AVX2 arithmetic capability.
+Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.000000, adam_w=1
+[INFO|trainer.py:1755] 2024-01-26 23:12:17,062 >> ***** Running training *****
+[INFO|trainer.py:1756] 2024-01-26 23:12:17,062 >>   Num examples = 930514
+[INFO|trainer.py:1757] 2024-01-26 23:12:17,062 >>   Num Epochs = 1
+[INFO|trainer.py:1758] 2024-01-26 23:12:17,062 >>   Instantaneous batch size per device = 2
+[INFO|trainer.py:1759] 2024-01-26 23:12:17,062 >>   Total train batch size (w. parallel, distributed & accumulation) = 512
+[INFO|trainer.py:1760] 2024-01-26 23:12:17,062 >>   Gradient Accumulation steps = 8
+[INFO|trainer.py:1761] 2024-01-26 23:12:17,062 >>   Total optimization steps = 1817
+[INFO|trainer.py:1762] 2024-01-26 23:12:17,064 >>   Number of trainable parameters = 6738423808
+
  0%|          | 0/1817 [00:00<?, ?it/s]01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+tions
+[2024-01-26 23:12:11,850] [INFO] [utils.py:803:see_memory_usage] MA 0.03 GB         Max_MA 0.03 GB         CA 1.53 GB         Max_CA 2 GB 
+[2024-01-26 23:12:11,850] [INFO] [utils.py:810:see_memory_usage] CPU Virtual Memory:  used = 54.19 GB, percent = 5.4%
+[INFO|trainer.py:1755] 2024-01-26 23:12:17,038 >> ***** Running training *****
+[INFO|trainer.py:1756] 2024-01-26 23:12:17,038 >>   Num examples = 930514
+[INFO|trainer.py:1757] 2024-01-26 23:12:17,038 >>   Num Epochs = 1
+[INFO|trainer.py:1758] 2024-01-26 23:12:17,038 >>   Instantaneous batch size per device = 2
+[INFO|trainer.py:1759] 2024-01-26 23:12:17,038 >>   Total train batch size (w. parallel, distributed & accumulation) = 512
+[INFO|trainer.py:1760] 2024-01-26 23:12:17,038 >>   Gradient Accumulation steps = 8
+[INFO|trainer.py:1761] 2024-01-26 23:12:17,038 >>   Total optimization steps = 1817
+[INFO|trainer.py:1762] 2024-01-26 23:12:17,039 >>   Number of trainable parameters = 6738423808
+
  0%|          | 0/1817 [00:00<?, ?it/s]01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+ts-cbba87c5e7504a249f5127103d9ce40f-worker-2:71016:77228 [0] NCCL INFO Using network IB
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+arameters": 1.000000e+09, 
+        "stage3_max_reuse_distance": 1.000000e+09, 
+        "stage3_gather_16bit_weights_on_model_save": true
+    }, 
+    "gradient_accumulation_steps": 8, 
+    "gradient_clipping": 1.0, 
+    "steps_per_print": 1000, 
+    "train_batch_size": 512, 
+    "train_micro_batch_size_per_gpu": 2, 
+    "wall_clock_breakdown": false
+}
+[INFO|trainer.py:1755] 2024-01-26 23:12:17,286 >> ***** Running training *****
+[INFO|trainer.py:1756] 2024-01-26 23:12:17,286 >>   Num examples = 930514
+[INFO|trainer.py:1757] 2024-01-26 23:12:17,286 >>   Num Epochs = 1
+[INFO|trainer.py:1758] 2024-01-26 23:12:17,286 >>   Instantaneous batch size per device = 2
+[INFO|trainer.py:1759] 2024-01-26 23:12:17,286 >>   Total train batch size (w. parallel, distributed & accumulation) = 512
+[INFO|trainer.py:1760] 2024-01-26 23:12:17,286 >>   Gradient Accumulation steps = 8
+[INFO|trainer.py:1761] 2024-01-26 23:12:17,286 >>   Total optimization steps = 1817
+[INFO|trainer.py:1762] 2024-01-26 23:12:17,288 >>   Number of trainable parameters = 6738423808
+
  0%|          | 0/1817 [00:00<?, ?it/s]01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
+01/26/2024 23:12:18 - WARNING - llama_sft_forward_thisversion_new - `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
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+
  0%|          | 1/1817 [01:06<33:37:05, 66.64s/it]
                                                   
{'loss': 3.5287, 'learning_rate': 1.0000000000000002e-06, 'epoch': 0.0}
+
  0%|          | 1/1817 [01:06<33:28:42, 66.37s/it]
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{'loss': 3.4725, 'learning_rate': 2.0000000000000003e-06, 'epoch': 0.0}
+
  0%|          | 2/1817 [02:05<31:26:46, 62.37s/it]
  0%|          | 3/1817 [03:02<30:06:58, 59.77s/it]
                                                   
{'loss': 3.5201, 'learning_rate': 3e-06, 'epoch': 0.0}
+
  0%|          | 3/1817 [03:02<30:05:06, 59.71s/it]
  0%|          | 4/1817 [03:59<29:25:53, 58.44s/it]
                                                   
{'loss': 3.5255, 'learning_rate': 4.000000000000001e-06, 'epoch': 0.0}
+
  0%|          | 4/1817 [03:58<29:24:45, 58.40s/it]
  0%|          | 5/1817 [04:57<29:23:03, 58.38s/it]
                                                   
{'loss': 3.4729, 'learning_rate': 5e-06, 'epoch': 0.0}
+
  0%|          | 5/1817 [04:57<29:22:20, 58.36s/it]
  0%|          | 6/1817 [05:53<29:02:02, 57.72s/it]
                                                   
{'loss': 3.2834, 'learning_rate': 6e-06, 'epoch': 0.0}
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  0%|          | 6/1817 [05:53<29:01:34, 57.70s/it]
  0%|          | 7/1817 [06:50<28:48:50, 57.31s/it]
                                                   
{'loss': 3.1705, 'learning_rate': 7e-06, 'epoch': 0.0}
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  0%|          | 7/1817 [06:50<28:48:31, 57.30s/it]
  0%|          | 8/1817 [07:46<28:39:52, 57.04s/it]
                                                   
{'loss': 3.0604, 'learning_rate': 8.000000000000001e-06, 'epoch': 0.0}
+
  0%|          | 8/1817 [07:46<28:39:39, 57.04s/it]
  0%|          | 9/1817 [08:43<28:33:04, 56.85s/it]
                                                   
{'loss': 2.9558, 'learning_rate': 9e-06, 'epoch': 0.0}
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  0%|          | 9/1817 [08:42<28:32:56, 56.85s/it]
  1%|          | 10/1817 [09:41<28:42:12, 57.18s/it]
                                                    
{'loss': 2.8512, 'learning_rate': 1e-05, 'epoch': 0.01}
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  1%|          | 10/1817 [09:40<28:42:06, 57.18s/it]
  1%|          | 11/1817 [10:37<28:33:50, 56.94s/it]
                                                    
{'loss': 2.7594, 'learning_rate': 1.1000000000000001e-05, 'epoch': 0.01}
+
  1%|          | 11/1817 [10:37<28:33:45, 56.94s/it]
  1%|          | 12/1817 [11:33<28:27:32, 56.76s/it]
                                                    
{'loss': 2.6949, 'learning_rate': 1.2e-05, 'epoch': 0.01}
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  1%|          | 12/1817 [11:33<28:27:29, 56.76s/it]
  1%|          | 13/1817 [12:30<28:22:51, 56.64s/it]
                                                    
{'loss': 2.6266, 'learning_rate': 1.3000000000000001e-05, 'epoch': 0.01}
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  1%|          | 13/1817 [12:29<28:22:50, 56.64s/it]
  1%|          | 14/1817 [13:26<28:19:54, 56.57s/it]
                                                    
{'loss': 2.5429, 'learning_rate': 1.4e-05, 'epoch': 0.01}
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  1%|          | 14/1817 [13:26<28:19:53, 56.57s/it]
  1%|          | 15/1817 [14:25<28:37:36, 57.19s/it]
                                                    
{'loss': 2.5144, 'learning_rate': 1.5000000000000002e-05, 'epoch': 0.01}
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  1%|          | 15/1817 [14:25<28:37:35, 57.19s/it]
  1%|          | 16/1817 [15:21<28:31:43, 57.03s/it]
                                                    
{'loss': 2.4491, 'learning_rate': 1.6000000000000003e-05, 'epoch': 0.01}
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  1%|          | 17/1817 [16:18<28:25:29, 56.85s/it]
                                                    
{'loss': 2.4587, 'learning_rate': 1.7e-05, 'epoch': 0.01}
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  1%|          | 18/1817 [17:15<28:22:31, 56.78s/it]
                                                    
{'loss': 2.3918, 'learning_rate': 1.8e-05, 'epoch': 0.01}
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{'loss': 2.3708, 'learning_rate': 1.9e-05, 'epoch': 0.01}
+
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{'loss': 2.3268, 'learning_rate': 2e-05, 'epoch': 0.01}
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{'loss': 2.3011, 'learning_rate': 2e-05, 'epoch': 0.01}
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{'loss': 2.3302, 'learning_rate': 2e-05, 'epoch': 0.01}
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{'loss': 2.3179, 'learning_rate': 2e-05, 'epoch': 0.01}
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{'loss': 2.3356, 'learning_rate': 2e-05, 'epoch': 0.01}
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{'loss': 2.2943, 'learning_rate': 2e-05, 'epoch': 0.01}
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{'loss': 2.2598, 'learning_rate': 2e-05, 'epoch': 0.01}
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{'loss': 2.2332, 'learning_rate': 2e-05, 'epoch': 0.01}
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{'loss': 2.247, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.2522, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.22, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.1994, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.2543, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.2392, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.2315, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.1895, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.2543, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.2079, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.1862, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.1478, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.1977, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.1521, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.151, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.1495, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.1904, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.1684, 'learning_rate': 2e-05, 'epoch': 0.02}
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{'loss': 2.1907, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1834, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.195, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.2203, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1773, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1711, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1323, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1371, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1781, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1321, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1583, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1496, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1668, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1371, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.13, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1201, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.144, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1217, 'learning_rate': 2e-05, 'epoch': 0.03}
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{'loss': 2.1507, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1845, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1272, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1133, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1423, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1157, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1512, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1491, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1123, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.145, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1352, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1291, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1301, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1492, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.155, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1116, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1392, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.1583, 'learning_rate': 2e-05, 'epoch': 0.04}
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{'loss': 2.111, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1102, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.0885, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.14, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1353, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1629, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1658, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1315, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1145, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1345, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1452, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.0712, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.0912, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1401, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1085, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1292, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1161, 'learning_rate': 2e-05, 'epoch': 0.05}
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{'loss': 2.1245, 'learning_rate': 2e-05, 'epoch': 0.05}
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  6%|▌         | 100/1817 [1:34:46<27:19:53, 57.31s/it]
                                                       
{'loss': 2.1083, 'learning_rate': 2e-05, 'epoch': 0.06}
+
  6%|▌         | 100/1817 [1:34:46<27:19:55, 57.31s/it]
  6%|▌         | 101/1817 [1:35:44<27:22:56, 57.45s/it]
                                                       
{'loss': 2.1103, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▌         | 102/1817 [1:36:40<27:16:21, 57.25s/it]
                                                       
{'loss': 2.1587, 'learning_rate': 2e-05, 'epoch': 0.06}
+
  6%|▌         | 102/1817 [1:36:40<27:16:23, 57.25s/it]
  6%|▌         | 103/1817 [1:37:37<27:10:56, 57.09s/it]
                                                       
{'loss': 2.0944, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▌         | 104/1817 [1:38:36<27:25:27, 57.63s/it]
                                                       
{'loss': 2.0868, 'learning_rate': 2e-05, 'epoch': 0.06}
+
  6%|▌         | 104/1817 [1:38:36<27:25:29, 57.64s/it]
  6%|▌         | 105/1817 [1:39:33<27:18:06, 57.41s/it]
                                                       
{'loss': 2.1105, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▌         | 106/1817 [1:40:33<27:42:07, 58.29s/it]
                                                       
{'loss': 2.1135, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▌         | 107/1817 [1:41:30<27:28:58, 57.86s/it]
                                                       
{'loss': 2.1306, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▌         | 108/1817 [1:42:27<27:18:30, 57.53s/it]
                                                       
{'loss': 2.1449, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▌         | 109/1817 [1:43:24<27:17:12, 57.51s/it]
                                                       
{'loss': 2.0915, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▌         | 110/1817 [1:44:21<27:08:48, 57.25s/it]
                                                       
{'loss': 2.1306, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▌         | 111/1817 [1:45:18<27:02:13, 57.05s/it]
                                                       
{'loss': 2.1084, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▌         | 112/1817 [1:46:14<26:58:15, 56.95s/it]
                                                       
{'loss': 2.1282, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▌         | 113/1817 [1:47:11<26:54:18, 56.84s/it]
                                                       
{'loss': 2.1205, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▋         | 114/1817 [1:48:07<26:51:03, 56.76s/it]
                                                       
{'loss': 2.1185, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▋         | 115/1817 [1:49:04<26:50:08, 56.76s/it]
                                                       
{'loss': 2.108, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▋         | 116/1817 [1:50:01<26:48:32, 56.74s/it]
                                                       
{'loss': 2.1245, 'learning_rate': 2e-05, 'epoch': 0.06}
+
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  6%|▋         | 117/1817 [1:50:57<26:46:10, 56.69s/it]
                                                       
{'loss': 2.0727, 'learning_rate': 2e-05, 'epoch': 0.06}
+
  6%|▋         | 117/1817 [1:50:57<26:46:11, 56.69s/it]
  6%|▋         | 118/1817 [1:51:54<26:45:06, 56.68s/it]
                                                       
{'loss': 2.1333, 'learning_rate': 2e-05, 'epoch': 0.06}
+
  6%|▋         | 118/1817 [1:51:54<26:45:13, 56.69s/it]
  7%|▋         | 119/1817 [1:52:52<26:58:25, 57.19s/it]
                                                       
{'loss': 2.1307, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 119/1817 [1:52:52<26:58:25, 57.19s/it]
  7%|▋         | 120/1817 [1:53:49<26:52:19, 57.01s/it]
                                                       
{'loss': 2.1595, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 120/1817 [1:53:49<26:52:19, 57.01s/it]
  7%|▋         | 121/1817 [1:54:47<27:00:26, 57.33s/it]
                                                       
{'loss': 2.0831, 'learning_rate': 2e-05, 'epoch': 0.07}
+
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  7%|▋         | 122/1817 [1:55:43<26:52:47, 57.09s/it]
                                                       
{'loss': 2.0709, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 122/1817 [1:55:43<26:52:47, 57.09s/it]
  7%|▋         | 123/1817 [1:56:42<27:00:58, 57.41s/it]
                                                       
{'loss': 2.1195, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 123/1817 [1:56:42<27:00:58, 57.41s/it]
  7%|▋         | 124/1817 [1:57:39<27:01:39, 57.47s/it]
                                                       
{'loss': 2.0876, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 124/1817 [1:57:39<27:01:39, 57.47s/it]
  7%|▋         | 125/1817 [1:58:36<26:53:10, 57.20s/it]
                                                       
{'loss': 2.1316, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 125/1817 [1:58:36<26:53:10, 57.20s/it]
  7%|▋         | 126/1817 [1:59:34<27:00:12, 57.49s/it]
                                                       
{'loss': 2.1464, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 126/1817 [1:59:34<27:00:12, 57.49s/it]
  7%|▋         | 127/1817 [2:00:30<26:52:02, 57.23s/it]
                                                       
{'loss': 2.1128, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 127/1817 [2:00:31<26:52:02, 57.23s/it]
  7%|▋         | 128/1817 [2:01:26<26:35:20, 56.67s/it]
                                                       
{'loss': 2.1309, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 128/1817 [2:01:26<26:35:21, 56.67s/it]
  7%|▋         | 129/1817 [2:02:22<26:33:32, 56.64s/it]
                                                       
{'loss': 2.1152, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 129/1817 [2:02:22<26:33:32, 56.64s/it]
  7%|▋         | 130/1817 [2:03:20<26:40:42, 56.93s/it]
                                                       
{'loss': 2.0959, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 130/1817 [2:03:20<26:40:42, 56.93s/it]
  7%|▋         | 131/1817 [2:04:18<26:46:07, 57.16s/it]
                                                       
{'loss': 2.1144, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 131/1817 [2:04:18<26:46:09, 57.16s/it]
  7%|▋         | 132/1817 [2:05:15<26:41:20, 57.02s/it]
                                                       
{'loss': 2.0785, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 132/1817 [2:05:14<26:41:22, 57.02s/it]
  7%|▋         | 133/1817 [2:06:13<26:55:03, 57.54s/it]
                                                       
{'loss': 2.0977, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 133/1817 [2:06:13<26:55:03, 57.54s/it]
  7%|▋         | 134/1817 [2:07:10<26:46:59, 57.29s/it]
                                                       
{'loss': 2.118, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 134/1817 [2:07:10<26:47:01, 57.29s/it]
  7%|▋         | 135/1817 [2:08:07<26:40:01, 57.08s/it]
                                                       
{'loss': 2.1033, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 135/1817 [2:08:06<26:40:03, 57.08s/it]
  7%|▋         | 136/1817 [2:09:03<26:35:54, 56.96s/it]
                                                       
{'loss': 2.139, 'learning_rate': 2e-05, 'epoch': 0.07}
+
  7%|▋         | 136/1817 [2:09:03<26:35:56, 56.96s/it]
  8%|▊         | 137/1817 [2:09:59<26:26:46, 56.67s/it]
                                                       
{'loss': 2.1166, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 138/1817 [2:10:56<26:25:35, 56.66s/it]
                                                       
{'loss': 2.0851, 'learning_rate': 2e-05, 'epoch': 0.08}
+
  8%|▊         | 138/1817 [2:10:56<26:25:37, 56.66s/it]
  8%|▊         | 139/1817 [2:11:53<26:25:54, 56.71s/it]
                                                       
{'loss': 2.0661, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 140/1817 [2:12:51<26:33:31, 57.01s/it]
                                                       
{'loss': 2.0855, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 141/1817 [2:13:48<26:37:43, 57.20s/it]
                                                       
{'loss': 2.0968, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 142/1817 [2:14:45<26:33:37, 57.08s/it]
                                                       
{'loss': 2.107, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 143/1817 [2:15:40<26:16:25, 56.50s/it]
                                                       
{'loss': 2.1196, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 144/1817 [2:16:37<26:16:30, 56.54s/it]
                                                       
{'loss': 2.0773, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 145/1817 [2:17:33<26:15:50, 56.55s/it]
                                                       
{'loss': 2.0794, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 146/1817 [2:18:30<26:15:47, 56.58s/it]
                                                       
{'loss': 2.1284, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 147/1817 [2:19:27<26:14:53, 56.58s/it]
                                                       
{'loss': 2.091, 'learning_rate': 2e-05, 'epoch': 0.08}
+
  8%|▊         | 147/1817 [2:19:26<26:14:53, 56.58s/it]
  8%|▊         | 148/1817 [2:20:23<26:13:24, 56.56s/it]
                                                       
{'loss': 2.1145, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 149/1817 [2:21:21<26:22:38, 56.93s/it]
                                                       
{'loss': 2.079, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 150/1817 [2:22:18<26:18:51, 56.83s/it]
                                                       
{'loss': 2.1201, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 151/1817 [2:23:14<26:16:10, 56.77s/it]
                                                       
{'loss': 2.0725, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 152/1817 [2:24:11<26:13:36, 56.71s/it]
                                                       
{'loss': 2.1544, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 153/1817 [2:25:08<26:13:23, 56.73s/it]
                                                       
{'loss': 2.1328, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  8%|▊         | 154/1817 [2:26:04<26:11:34, 56.70s/it]
                                                       
{'loss': 2.0945, 'learning_rate': 2e-05, 'epoch': 0.08}
+
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  9%|▊         | 155/1817 [2:27:01<26:11:28, 56.73s/it]
                                                       
{'loss': 2.1158, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▊         | 156/1817 [2:27:58<26:10:11, 56.72s/it]
                                                       
{'loss': 2.1438, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▊         | 157/1817 [2:28:54<26:06:48, 56.63s/it]
                                                       
{'loss': 2.1196, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▊         | 158/1817 [2:29:50<26:05:23, 56.61s/it]
                                                       
{'loss': 2.087, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 159/1817 [2:30:47<26:03:07, 56.57s/it]
                                                       
{'loss': 2.1075, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 160/1817 [2:31:45<26:13:06, 56.96s/it]
                                                       
{'loss': 2.0641, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 161/1817 [2:32:41<26:08:13, 56.82s/it]
                                                       
{'loss': 2.1242, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 162/1817 [2:33:39<26:13:28, 57.04s/it]
                                                       
{'loss': 2.0691, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 163/1817 [2:34:36<26:09:16, 56.93s/it]
                                                       
{'loss': 2.1236, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 164/1817 [2:35:32<26:04:58, 56.80s/it]
                                                       
{'loss': 2.1142, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 165/1817 [2:36:29<26:06:43, 56.90s/it]
                                                       
{'loss': 2.0581, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 166/1817 [2:37:26<26:02:34, 56.79s/it]
                                                       
{'loss': 2.1504, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 167/1817 [2:38:23<26:00:43, 56.75s/it]
                                                       
{'loss': 2.1257, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 168/1817 [2:39:19<25:58:25, 56.70s/it]
                                                       
{'loss': 2.1065, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 169/1817 [2:40:15<25:54:56, 56.61s/it]
                                                       
{'loss': 2.0895, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 170/1817 [2:41:12<25:54:06, 56.62s/it]
                                                       
{'loss': 2.1096, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 171/1817 [2:42:09<25:53:58, 56.65s/it]
                                                       
{'loss': 2.1409, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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  9%|▉         | 172/1817 [2:43:05<25:51:01, 56.57s/it]
                                                       
{'loss': 2.1074, 'learning_rate': 2e-05, 'epoch': 0.09}
+
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 10%|▉         | 173/1817 [2:44:01<25:44:57, 56.39s/it]
                                                       
{'loss': 2.0818, 'learning_rate': 2e-05, 'epoch': 0.1}
+
 10%|▉         | 173/1817 [2:44:01<25:44:53, 56.38s/it]
 10%|▉         | 174/1817 [2:44:58<25:45:41, 56.45s/it]
                                                       
{'loss': 2.0799, 'learning_rate': 2e-05, 'epoch': 0.1}
+
 10%|▉         | 174/1817 [2:44:57<25:45:19, 56.43s/it]
 10%|▉         | 175/1817 [2:45:53<25:38:26, 56.22s/it]
                                                       
{'loss': 2.0459, 'learning_rate': 2e-05, 'epoch': 0.1}
+
 10%|▉         | 175/1817 [2:45:53<25:38:11, 56.21s/it]
 10%|▉         | 176/1817 [2:46:50<25:39:23, 56.29s/it]
                                                       
{'loss': 2.1076, 'learning_rate': 2e-05, 'epoch': 0.1}
+
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 10%|▉         | 177/1817 [2:47:48<25:50:02, 56.71s/it]
                                                       
{'loss': 2.0621, 'learning_rate': 2e-05, 'epoch': 0.1}
+
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 10%|▉         | 178/1817 [2:48:46<26:01:25, 57.16s/it]
                                                       
{'loss': 2.0721, 'learning_rate': 2e-05, 'epoch': 0.1}
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{'loss': 2.0924, 'learning_rate': 2e-05, 'epoch': 0.1}
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{'loss': 2.0771, 'learning_rate': 2e-05, 'epoch': 0.1}
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{'loss': 2.1166, 'learning_rate': 2e-05, 'epoch': 0.1}
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{'loss': 2.0797, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.0738, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.104, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.0546, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.0969, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.0815, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.086, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.1331, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.1172, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.0772, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.1179, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.0742, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.0997, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.0957, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.1015, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.1207, 'learning_rate': 2e-05, 'epoch': 0.11}
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{'loss': 2.0774, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.1076, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.0763, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.0663, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.0953, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.0939, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.0831, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.1048, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.0606, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.1579, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.1238, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.0841, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.0391, 'learning_rate': 2e-05, 'epoch': 0.12}
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{'loss': 2.098, 'learning_rate': 2e-05, 'epoch': 0.12}
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+
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+int-500
+[INFO|configuration_utils.py:457] 2024-01-27 07:05:25,584 >> Configuration saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/config.json
+[INFO|configuration_utils.py:362] 2024-01-27 07:05:25,588 >> Configuration saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/generation_config.json
+[INFO|modeling_utils.py:1759] 2024-01-27 07:05:25,617 >> Model weights saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/pytorch_model.bin
+[INFO|tokenization_utils_base.py:2164] 2024-01-27 07:05:25,618 >> tokenizer config file saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2171] 2024-01-27 07:05:25,619 >> Special tokens file saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2221] 2024-01-27 07:05:25,620 >> added tokens file saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/added_tokens.json
+[2024-01-27 07:05:33,415] [INFO] [logging.py:96:log_dist] [Rank 0] [Torch] Checkpoint global_step500 is about to be saved!
+[2024-01-27 07:05:33,416] [INFO] [engine.py:3492:save_16bit_model] Saving model weights to ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/pytorch_model.bin, tag: global_step500
+[2024-01-27 07:05:33,416] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/pytorch_model.bin...
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/torch/nn/modules/module.py:1432: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.
+  warnings.warn(
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/torch/nn/modules/module.py:1432: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.
+  warnings.warn(
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/torch/nn/modules/module.py:1432: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.
+  warnings.warn(
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/torch/nn/modules/module.py:1432: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.
+  warnings.warn(
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/torch/nn/modules/module.py:1432: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.
+  warnings.warn(
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/torch/nn/modules/module.py:1432: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.
+  warnings.warn(
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/torch/nn/modules/module.py:1432: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.
+  warnings.warn(
+/apdcephfs/share_733425/vinnylywang/jianhuipang/llama2_sft/envs/lib/python3.8/site-packages/torch/nn/modules/module.py:1432: UserWarning: Positional args are being deprecated, use kwargs instead. Refer to https://pytorch.org/docs/master/generated/torch.nn.Module.html#torch.nn.Module.state_dict for details.
+  warnings.warn(
+[2024-01-27 07:05:49,571] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/global_step500/zero_pp_rank_8_mp_rank_00_model_states.pt...
+[[2024-01-27 07:05:49,614] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/global_step500/zero_pp_rank_16_mp_rank_00_model_states.pt[2024-01-27 07:05:49,638] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/global_step500/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
+..
+.pt
+[2024-01-27 07:05:49,564] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/global_step500/zero_pp_rank_0_mp_rank_00_model_states.pt...
+[2024-01-27 07:05:49,587] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/global_step500/zero_pp_rank_0_mp_rank_00_model_states.pt.
+[2024-01-27 07:05:49,634] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/global_step500/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
+[2024-01-27 07:05:57,026] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/global_step500/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
+[2024-01-27 07:05:57,027] [INFO] [engine.py:3381:_save_zero_checkpoint] zero checkpoint saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-500/global_step500/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
+[2024-01-27 07:05:57,105] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step500 is ready now!
+!
+
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+817 [15:47:48<12:54:33, 56.88s/it]
                                                         
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+[INFO|configuration_utils.py:457] 2024-01-27 15:00:06,018 >> Configuration saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/config.json
+[INFO|configuration_utils.py:362] 2024-01-27 15:00:06,022 >> Configuration saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/generation_config.json
+[INFO|modeling_utils.py:1759] 2024-01-27 15:00:06,051 >> Model weights saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/pytorch_model.bin
+[INFO|tokenization_utils_base.py:2164] 2024-01-27 15:00:06,053 >> tokenizer config file saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2171] 2024-01-27 15:00:06,054 >> Special tokens file saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2221] 2024-01-27 15:00:06,055 >> added tokens file saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/added_tokens.json
+[2024-01-27 15:00:13,889] [INFO] [logging.py:96:log_dist] [Rank 0] [Torch] Checkpoint global_step1000 is about to be saved!
+[2024-01-27 15:00:13,891] [INFO] [engine.py:3492:save_16bit_model] Saving model weights to ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/pytorch_model.bin, tag: global_step1000
+[2024-01-27 15:00:13,891] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/pytorch_model.bin...
+[2024-01-27 15:00:30,931] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/global_step1000/zero_pp_rank_24_mp_rank_00_model_states.pt...[[2024-01-27 15:00:30,973] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/global_step1000/zero_pp_rank_24_mp_rank_00_model_states.pt[2[2024-01-27 15:00:30,975] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/global_step1000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
+pt
+[2024-01-27 15:00:30,908] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/global_step1000/zero_pp_rank_0_mp_rank_00_model_states.pt...
+[2024-01-27 15:00:30,942] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/global_step1000/zero_pp_rank_0_mp_rank_00_model_states.pt.
+[2024-01-27 15:00:30,972] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/global_step1000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
+[2024-01-27 15:00:38,381] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/global_step1000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
+[2024-01-27 15:00:38,397] [INFO] [engine.py:3381:_save_zero_checkpoint] zero checkpoint saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/global_step1000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
+[2[2024-01-27 15:00:38,449] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step1000 is ready now[INFO|trainer.py:2908] 2024-01-27 15:00:38,488 >> Deleting older checkpoint [checkpoints_ct/punc/allm-juhao-7b/checkpoint-500] due to args.save_total_limit
+ro checkpoint saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000/global_step1000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
+[2024-01-27 15:00:38,467] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step1000 is ready now!
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+[INFO|configuration_utils.py:457] 2024-01-27 22:53:47,761 >> Configuration saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/config.json
+[INFO|configuration_utils.py:362] 2024-01-27 22:53:47,765 >> Configuration saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/generation_config.json
+[INFO|modeling_utils.py:1759] 2024-01-27 22:53:47,795 >> Model weights saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/pytorch_model.bin
+[INFO|tokenization_utils_base.py:2164] 2024-01-27 22:53:47,797 >> tokenizer config file saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2171] 2024-01-27 22:53:47,798 >> Special tokens file saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2221] 2024-01-27 22:53:47,798 >> added tokens file saved in ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/added_tokens.json
+[2024-01-27 22:53:55,578] [INFO] [logging.py:96:log_dist] [Rank 0] [Torch] Checkpoint global_step1500 is about to be saved!
+[2024-01-27 22:53:55,580] [INFO] [engine.py:3492:save_16bit_model] Saving model weights to ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/pytorch_model.bin, tag: global_step1500
+[2024-01-27 22:53:55,580] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/pytorch_model.bin...
+[2024-01-27 22:54:12,821] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/global_step1500/zero_pp_rank_24_mp_rank_00_model_states.pt...[2024-01-27 22:54:12,889] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/global_step1500/zero_pp_rank_8_mp_rank_00_model_states.pt.
+[2[2024-01-27 22:54:12,916] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/global_step1500/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
+pt
+[2024-01-27 22:54:12,852] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/global_step1500/zero_pp_rank_0_mp_rank_00_model_states.pt...
+[2024-01-27 22:54:12,875] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/global_step1500/zero_pp_rank_0_mp_rank_00_model_states.pt.
+[2024-01-27 22:54:12,924] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/global_step1500/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
+1-27 22:54:12,888] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/global_step1500/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
+[2024-01-27 22:54:20,238] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/global_step1500/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt.[2024-01-27 22:54:20,259] [INFO] [engine.py:3381:_save_zero_checkpoint] zero checkpoint saved ./checkpoints_ct/punc/allm-juhao-7b/checkpoint-1500/global_step1500/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
+[2024-01-27 22:54:20,342] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step1500 is ready now!
+!
+[INFO|trainer.py:2908] 2024-01-27 22:54:20,968 >> Deleting older checkpoint [checkpoints_ct/punc/allm-juhao-7b/checkpoint-1000] due to args.save_total_limit
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+
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+
+Training completed. Do not forget to share your model on huggingface.co/models =)
+
+
+
                                                      
{'train_runtime': 103339.7122, 'train_samples_per_second': 9.004, 'train_steps_per_second': 0.018, 'train_loss': 1.9985291261100875, 'epoch': 1.0}
+
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+[INFO|trainer.py:2830] 2024-01-28 03:54:37,284 >> Saving model checkpoint to ./checkpoints_ct/punc/allm-juhao-7b
+[INFO|configuration_utils.py:457] 2024-01-28 03:54:37,287 >> Configuration saved in ./checkpoints_ct/punc/allm-juhao-7b/config.json
+[INFO|configuration_utils.py:362] 2024-01-28 03:54:37,292 >> Configuration saved in ./checkpoints_ct/punc/allm-juhao-7b/generation_config.json
+[INFO|modeling_utils.py:1759] 2024-01-28 03:54:37,324 >> Model weights saved in ./checkpoints_ct/punc/allm-juhao-7b/pytorch_model.bin
+[INFO|tokenization_utils_base.py:2164] 2024-01-28 03:54:37,326 >> tokenizer config file saved in ./checkpoints_ct/punc/allm-juhao-7b/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2171] 2024-01-28 03:54:37,330 >> Special tokens file saved in ./checkpoints_ct/punc/allm-juhao-7b/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2221] 2024-01-28 03:54:37,333 >> added tokens file saved in ./checkpoints_ct/punc/allm-juhao-7b/added_tokens.json
+[2024-01-28 03:54:45,196] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step1817 is ready now!
+d!
+[2024-01-28 03:54:45,205] [INFO] [engine.py:3492:save_16bit_model] Saving model weights to ./checkpoints_ct/punc/allm-juhao-7b/pytorch_model.bin, tag: global_step1817
+[2024-01-28 03:54:45,205] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoints_ct/punc/allm-juhao-7b/pytorch_model.bin...
+[2024-01-28 03:55:03,713] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoints_ct/punc/allm-juhao-7b/pytorch_model.bin.
+[2024-01-28 03:55:03,714] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step1817 is ready now!
+***** train metrics *****
+  epoch                    =               1.0
+  train_loss               =            1.9985
+  train_runtime            = 1 day, 4:42:19.71
+  train_samples            =            930514
+  train_samples_per_second =             9.004
+  train_steps_per_second   =             0.018
+[INFO|modelcard.py:451] 2024-01-28 03:55:03,773 >> Dropping the following result as it does not have all the necessary fields:
+{'task': {'name': 'Causal Language Modeling', 'type': 'text-generation'}, 'dataset': {'name': '/apdcephfs/share_733425/vinnylywang/jianhuipang/datasets/RedPajama-Data-1T-Sample', 'type': '/apdcephfs/share_733425/vinnylywang/jianhuipang/datasets/RedPajama-Data-1T-Sample', 'config': None, 'split': 'None'}}