diff --git a/04.pretrain.sh b/04.pretrain.sh
new file mode 100644
index 0000000000000000000000000000000000000000..b0a992bc7fcd037cb0edc973d54f4d6c14c5a289
--- /dev/null
+++ b/04.pretrain.sh
@@ -0,0 +1,67 @@
+#!/usr/bin/env bash
+set -e
+
+
+# --- initialize conda ---
+source /root/miniconda3/etc/profile.d/conda.sh
+
+# --- activate env ---
+conda activate bpe_v2
+
+work_dir=/root/NaN/dna-tokenizer
+data_dir=${work_dir}/dna-tokenizer-data
+cache_dir=${data_dir}/cache
+
+
+# runnum=len2_2048
+runnum=len2_5120
+
+mkdir -p ${work_dir}/pretrain/models/model_${runnum}
+output_dir=${work_dir}/pretrain/models/model_${runnum}
+
+
+cp 04.pretrain.sh ${output_dir}
+torchrun --nproc_per_node=8  run_mlm.py \
+					--output_dir ${output_dir} \
+					--model_type bert \
+					--tokenizer_name ${work_dir}/merge_bpe/vocab_5120/merge_tokenizer_unigram_len2.json \
+					--config_name ${work_dir}/BPE_merge/config_5120.json \
+					--project_name token_eval_len2_5120 \
+					--do_train True \
+					--model_max_length 512 \
+					--max_seq_length 512 \
+					--line_by_line True \
+					--pad_to_max_length True \
+					--train_file ${data_dir}/merge_bpe_5120_allchr_all_tokenized_train_chrOnly.tsv \
+					--validation_file ${data_dir}/merge_bpe_5120_allchr_all_tokenized_val_chrOnly.tsv \
+					--cache_dir ${cache_dir} \
+					--use_fast_tokenizer True \
+					--do_eval True \
+					--gradient_accumulation_steps 1 \
+					--per_device_train_batch_size 96 \
+					--per_device_eval_batch_size 96 \
+					--save_steps 1000 \
+					--save_total_limit 10 \
+					--max_steps 100000 \
+					--logging_steps 1000 \
+					--learning_rate 4e-5 \
+					--adam_epsilon 1e-6 \
+					--weight_decay 0.01 \
+					--adam_beta1 0.9 \
+					--adam_beta2 0.98 \
+					--mlm_probability 0.15 \
+					--warmup_steps 10000 \
+					--seed 42 \
+					--preprocessing_num_workers 8 \
+					--overwrite_output_dir True
+					#--resume_from_checkpoint /root/NaN/dna-tokenizer/pretrain/models/model_len2_4096/checkpoint-36000
+
+
+
+
+
+
+
+
+
+
diff --git a/04.pretrain_200k.sh b/04.pretrain_200k.sh
new file mode 100644
index 0000000000000000000000000000000000000000..37e88851296d797e079ca4c14e3bf02d4df5e852
--- /dev/null
+++ b/04.pretrain_200k.sh
@@ -0,0 +1,62 @@
+#!/bin/bash
+# Activate conda
+source ~/miniconda3/etc/profile.d/conda.sh
+conda activate bpe
+
+# select GPU
+export CUDA_VISIBLE_DEVICES=6
+
+work_dir=/home/n5huang/dna_token
+data_dir=${work_dir}/output_tokens
+cache_dir=${data_dir}/cache
+
+runnum=len2_5120
+
+# -p to use existing directory
+mkdir -p ${work_dir}/pretrain/models/${runnum}
+output_dir=${work_dir}/pretrain/models/${runnum}
+
+# CHANGED: 
+# --config_name ${work_dir}/BPE_merge/config_5120.json -> --config_name ${work_dir}/pretrain/models/len2_5120/config.json 
+# --tokenizer_name ${work_dir}/merge_bpe/... -> --tokenizer_name ${work_dir}/tokenizer_evaluation/merge_bpe/...
+# all tf-idf -> len2_5120 (model, tokenizer, data)
+# ADDED:
+# --resume_from_checkpoint /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-100000
+# REMOVED:
+# overwrite_output_dir True
+
+cp /home/n5huang/dna-tokenizer/BPE_merge/04.pretrain_200k.sh ${output_dir}
+python /home/n5huang/dna-tokenizer/BPE_merge/run_mlm_200k.py \
+					--output_dir ${output_dir} \
+					--model_type bert \
+					--tokenizer_name ${work_dir}/tokenizer_evaluation/merge_bpe/vocab_5120/merge_tokenizer_unigram_len2.json \
+					--config_name ${work_dir}/pretrain/models/len2_5120/config.json \
+					--project_name token_eval_len2_5120 \
+					--do_train True \
+					--model_max_length 512 \
+					--max_seq_length 512 \
+					--line_by_line True \
+					--pad_to_max_length True \
+					--train_file ${data_dir}/merge_bpe_5120_allchr_all_tokenized_train_chrOnly.tsv \
+					--validation_file ${data_dir}/merge_bpe_5120_allchr_all_tokenized_val_chrOnly.tsv \
+					--cache_dir ${cache_dir} \
+					--use_fast_tokenizer True \
+					--do_eval True \
+					--gradient_accumulation_steps 1 \
+					--per_device_train_batch_size 96 \
+					--per_device_eval_batch_size 96 \
+					--save_steps 1000 \
+					--save_total_limit 10 \
+					--max_steps 200000 \
+					--logging_steps 1000 \
+					--learning_rate 4e-5 \
+					--adam_epsilon 1e-6 \
+					--weight_decay 0.01 \
+					--adam_beta1 0.9 \
+					--adam_beta2 0.98 \
+					--mlm_probability 0.15 \
+					--warmup_steps 10000 \
+					--seed 42 \
+					--preprocessing_num_workers 8 \
+					--resume_from_checkpoint /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-100000
+
diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..a54219400d9cac58f07aae1ca6953cd3589c0e4f
--- /dev/null
+++ b/README.md
@@ -0,0 +1,56 @@
+---
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: len2_5120
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# len2_5120
+
+This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 4.9009
+- Accuracy: 0.3043
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 4e-05
+- train_batch_size: 96
+- eval_batch_size: 96
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 10000
+- training_steps: 200000
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 2.8.0+cu128
+- Datasets 4.4.1
+- Tokenizers 0.15.2
diff --git a/all_results.json b/all_results.json
new file mode 100644
index 0000000000000000000000000000000000000000..7187b03f136090f70871f955833ba5a993c971ae
--- /dev/null
+++ b/all_results.json
@@ -0,0 +1,16 @@
+{
+    "epoch": 19.54,
+    "eval_accuracy": 0.30433709022367145,
+    "eval_loss": 4.900882244110107,
+    "eval_runtime": 1259.8218,
+    "eval_samples": 109173,
+    "eval_samples_per_second": 86.657,
+    "eval_step": 200000,
+    "eval_steps_per_second": 0.903,
+    "perplexity": 134.40830833002153,
+    "train_loss": 2.48521353515625,
+    "train_runtime": 258545.0504,
+    "train_samples": 982503,
+    "train_samples_per_second": 74.262,
+    "train_steps_per_second": 0.774
+}
\ No newline at end of file
diff --git a/checkpoint-191000/config.json b/checkpoint-191000/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..f5bddc1d2a583094e4a0fdf4820d21bb5eaafd21
--- /dev/null
+++ b/checkpoint-191000/config.json
@@ -0,0 +1,25 @@
+{
+  "architectures": [
+    "BertForMaskedLM"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-12,
+  "max_length": 512,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.35.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 5120
+}
diff --git a/checkpoint-191000/generation_config.json b/checkpoint-191000/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..97133455095b28817859b444a55da95cce0cedd1
--- /dev/null
+++ b/checkpoint-191000/generation_config.json
@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "max_length": 512,
+  "pad_token_id": 0,
+  "transformers_version": "4.35.2"
+}
diff --git a/checkpoint-191000/model.safetensors b/checkpoint-191000/model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..f904a0729693bb297270100a138c48396794d0ce
--- /dev/null
+++ b/checkpoint-191000/model.safetensors
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diff --git a/checkpoint-191000/rng_state.pth b/checkpoint-191000/rng_state.pth
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diff --git a/checkpoint-191000/scheduler.pt b/checkpoint-191000/scheduler.pt
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--- /dev/null
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+nohup: ignoring input
+wandb: Appending key for api.wandb.ai to your netrc file: /home/n5huang/.netrc
+wandb: Currently logged in as: mtapiapacheco (mtapiapacheco-university-of-california-san-diego) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
+/home/n5huang/miniconda3/envs/bpe/lib/python3.9/site-packages/transformers/utils/generic.py:441: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
+  _torch_pytree._register_pytree_node(
+/home/n5huang/miniconda3/envs/bpe/lib/python3.9/site-packages/transformers/utils/generic.py:309: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
+  _torch_pytree._register_pytree_node(
+/home/n5huang/miniconda3/envs/bpe/lib/python3.9/site-packages/transformers/utils/generic.py:309: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
+  _torch_pytree._register_pytree_node(
+wandb: setting up run 9ph1pkcx
+wandb: Tracking run with wandb version 0.23.1
+wandb: Run data is saved locally in /data/n5huang/dna_token/output_tokens/wandb/run-20260409_031927-9ph1pkcx
+wandb: Run `wandb offline` to turn off syncing.
+wandb: Syncing run toasty-breeze-3
+wandb: ⭐️ View project at https://wandb.ai/mtapiapacheco-university-of-california-san-diego/uncategorized
+wandb: 🚀 View run at https://wandb.ai/mtapiapacheco-university-of-california-san-diego/uncategorized/runs/9ph1pkcx
+04/09/2026 03:19:29 - WARNING - __main__ - Process rank: 0, device: cuda:0, n_gpu: 1, distributed training: False, 16-bits training: False
+04/09/2026 03:19:29 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
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+hub_private_repo=False,
+hub_strategy=every_save,
+hub_token=<HUB_TOKEN>,
+ignore_data_skip=False,
+include_inputs_for_metrics=False,
+include_tokens_per_second=False,
+jit_mode_eval=False,
+label_names=None,
+label_smoothing_factor=0.0,
+learning_rate=4e-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=/home/n5huang/dna_token/pretrain/models/len2_5120/runs/Apr09_03-19-29_sn4622116170,
+logging_first_step=False,
+logging_nan_inf_filter=True,
+logging_steps=1000,
+logging_strategy=steps,
+lr_scheduler_type=linear,
+max_grad_norm=1.0,
+max_steps=200000,
+metric_for_best_model=None,
+mp_parameters=,
+neftune_noise_alpha=None,
+no_cuda=False,
+num_train_epochs=3.0,
+optim=adamw_torch,
+optim_args=None,
+output_dir=/home/n5huang/dna_token/pretrain/models/len2_5120,
+overwrite_output_dir=False,
+past_index=-1,
+per_device_eval_batch_size=96,
+per_device_train_batch_size=96,
+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=['wandb'],
+resume_from_checkpoint=/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-100000,
+run_name=/home/n5huang/dna_token/pretrain/models/len2_5120,
+save_on_each_node=False,
+save_safetensors=True,
+save_steps=1000,
+save_strategy=steps,
+save_total_limit=10,
+seed=42,
+skip_memory_metrics=True,
+split_batches=False,
+tf32=None,
+torch_compile=False,
+torch_compile_backend=None,
+torch_compile_mode=None,
+torchdynamo=None,
+tpu_metrics_debug=False,
+tpu_num_cores=None,
+use_cpu=False,
+use_ipex=False,
+use_legacy_prediction_loop=False,
+use_mps_device=False,
+warmup_ratio=0.0,
+warmup_steps=10000,
+weight_decay=0.01,
+)
+Using custom data configuration default-9aa68439a1bf4533
+04/09/2026 03:19:29 - INFO - datasets.builder - Using custom data configuration default-9aa68439a1bf4533
+Found cached dataset csv (/home/n5huang/dna_token/output_tokens/cache/csv/default-9aa68439a1bf4533/0.0.0/a43390c7ecea6519ff2ce9d10005c8750601c9e456069be5efbd2747df45f420)
+04/09/2026 03:19:29 - INFO - datasets.builder - Found cached dataset csv (/home/n5huang/dna_token/output_tokens/cache/csv/default-9aa68439a1bf4533/0.0.0/a43390c7ecea6519ff2ce9d10005c8750601c9e456069be5efbd2747df45f420)
+[INFO|configuration_utils.py:715] 2026-04-09 03:19:29,834 >> loading configuration file /home/n5huang/dna_token/pretrain/models/len2_5120/config.json
+[INFO|configuration_utils.py:777] 2026-04-09 03:19:29,835 >> Model config BertConfig {
+  "architectures": [
+    "BertForMaskedLM"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-12,
+  "max_length": 512,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.35.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 5120
+}
+
+04/09/2026 03:19:29 - INFO - __main__ - Training new model from scratch
+/home/n5huang/miniconda3/envs/bpe/lib/python3.9/site-packages/transformers/utils/generic.py:309: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.
+  _torch_pytree._register_pytree_node(
+[INFO|configuration_utils.py:791] 2026-04-09 03:19:29,850 >> Generate config GenerationConfig {
+  "max_length": 512,
+  "pad_token_id": 0
+}
+
+Loading cached processed dataset at /home/n5huang/dna_token/output_tokens/cache/csv/default-9aa68439a1bf4533/0.0.0/a43390c7ecea6519ff2ce9d10005c8750601c9e456069be5efbd2747df45f420/cache-b7e4e83b1e5bb0f0_*_of_00008.arrow
+04/09/2026 03:19:48 - INFO - datasets.arrow_dataset - Loading cached processed dataset at /home/n5huang/dna_token/output_tokens/cache/csv/default-9aa68439a1bf4533/0.0.0/a43390c7ecea6519ff2ce9d10005c8750601c9e456069be5efbd2747df45f420/cache-b7e4e83b1e5bb0f0_*_of_00008.arrow
+Concatenating 8 shards
+04/09/2026 03:19:48 - INFO - datasets.arrow_dataset - Concatenating 8 shards
+Loading cached processed dataset at /home/n5huang/dna_token/output_tokens/cache/csv/default-9aa68439a1bf4533/0.0.0/a43390c7ecea6519ff2ce9d10005c8750601c9e456069be5efbd2747df45f420/cache-e09c066770dc1f08_*_of_00008.arrow
+04/09/2026 03:19:48 - INFO - datasets.arrow_dataset - Loading cached processed dataset at /home/n5huang/dna_token/output_tokens/cache/csv/default-9aa68439a1bf4533/0.0.0/a43390c7ecea6519ff2ce9d10005c8750601c9e456069be5efbd2747df45f420/cache-e09c066770dc1f08_*_of_00008.arrow
+Concatenating 8 shards
+04/09/2026 03:19:48 - INFO - datasets.arrow_dataset - Concatenating 8 shards
+[INFO|trainer.py:544] 2026-04-09 03:19:49,478 >> max_steps is given, it will override any value given in num_train_epochs
+[INFO|trainer.py:2066] 2026-04-09 03:19:49,483 >> Loading model from /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-100000.
+[WARNING|trainer.py:2231] 2026-04-09 03:19:49,780 >> There were missing keys in the checkpoint model loaded: ['cls.predictions.decoder.weight', 'cls.predictions.decoder.bias'].
+[INFO|trainer.py:738] 2026-04-09 03:19:50,098 >> The following columns in the training set don't have a corresponding argument in `BertForMaskedLM.forward` and have been ignored: special_tokens_mask. If special_tokens_mask are not expected by `BertForMaskedLM.forward`,  you can safely ignore this message.
+[INFO|trainer.py:1723] 2026-04-09 03:19:50,767 >> ***** Running training *****
+[INFO|trainer.py:1724] 2026-04-09 03:19:50,768 >>   Num examples = 982,503
+[INFO|trainer.py:1725] 2026-04-09 03:19:50,768 >>   Num Epochs = 20
+[INFO|trainer.py:1726] 2026-04-09 03:19:50,768 >>   Instantaneous batch size per device = 96
+[INFO|trainer.py:1729] 2026-04-09 03:19:50,768 >>   Total train batch size (w. parallel, distributed & accumulation) = 96
+[INFO|trainer.py:1730] 2026-04-09 03:19:50,769 >>   Gradient Accumulation steps = 1
+[INFO|trainer.py:1731] 2026-04-09 03:19:50,769 >>   Total optimization steps = 200,000
+[INFO|trainer.py:1732] 2026-04-09 03:19:50,770 >>   Number of trainable parameters = 89,980,160
+[INFO|trainer.py:1752] 2026-04-09 03:19:50,770 >>   Continuing training from checkpoint, will skip to saved global_step
+[INFO|trainer.py:1753] 2026-04-09 03:19:50,771 >>   Continuing training from epoch 9
+[INFO|trainer.py:1754] 2026-04-09 03:19:50,771 >>   Continuing training from global step 100000
+[INFO|trainer.py:1756] 2026-04-09 03:19:50,771 >>   Will skip the first 9 epochs then the first 7885 batches in the first epoch.
+[INFO|integration_utils.py:718] 2026-04-09 03:19:50,772 >> Automatic Weights & Biases logging enabled, to disable set os.environ["WANDB_DISABLED"] = "true"
+
  0%|          | 0/200000 [00:00<?, ?it/s][WARNING|logging.py:314] 2026-04-09 03:19:52,558 >> You're using a PreTrainedTokenizerFast tokenizer. Please note that with a fast tokenizer, using the `__call__` method is faster than using a method to encode the text followed by a call to the `pad` method to get a padded encoding.
+[INFO|trainer.py:2302] 2026-04-09 03:19:53,313 >> Didn't find an RNG file, if you are resuming a training that was launched in a distributed fashion, reproducibility is not guaranteed.
+
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+[INFO|configuration_utils.py:461] 2026-04-09 04:00:35,654 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-101000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 04:00:35,655 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-101000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 04:00:36,058 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-101000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 04:00:36,791 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-94000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 04:41:28,698 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-102000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 04:41:28,699 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-102000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 04:41:29,259 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-102000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 04:41:30,045 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-96000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 05:22:26,818 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-103000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 05:22:26,819 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-103000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 05:22:27,211 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-103000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 05:22:27,970 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-97000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 06:03:14,099 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-104000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 06:03:14,099 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-104000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 06:03:14,535 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-104000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 06:03:15,296 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-91000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 06:43:58,059 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-105000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 06:43:58,060 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-105000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 06:43:58,464 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-105000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 06:43:59,223 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-95000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 07:24:40,062 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-106000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 07:24:40,062 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-106000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 07:24:40,480 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-106000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 07:24:41,226 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-98000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 08:05:26,742 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-107000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 08:05:26,742 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-107000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 08:05:27,195 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-107000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 08:05:28,021 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-100000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 08:46:31,607 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-108000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 08:46:31,607 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-108000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 08:46:32,105 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-108000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 08:46:32,861 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-92000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 09:27:31,139 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-109000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 09:27:31,139 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-109000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 09:27:31,591 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-109000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 09:27:32,411 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-93000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 10:08:12,012 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-110000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 10:08:12,013 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-110000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 10:08:12,441 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-110000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 10:08:13,239 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-99000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 10:48:53,332 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-111000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 10:48:53,333 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-111000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 10:48:53,728 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-111000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 10:48:54,454 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-101000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 11:29:34,740 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-112000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 11:29:34,741 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-112000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 11:29:35,140 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-112000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 11:29:35,857 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-102000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 12:10:14,914 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-113000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 12:10:14,915 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-113000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 12:10:15,317 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-113000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 12:10:16,132 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-103000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 12:50:55,565 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-114000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 12:50:55,566 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-114000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 12:50:55,973 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-114000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 12:50:56,703 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-104000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 13:31:37,628 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-115000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 13:31:37,628 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-115000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 13:31:38,040 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-115000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 13:31:38,837 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-105000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 14:12:18,730 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-116000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 14:12:18,730 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-116000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 14:12:19,139 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-116000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 14:12:19,967 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-106000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 14:53:00,999 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-117000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 14:53:01,000 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-117000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 14:53:01,436 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-117000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 14:53:02,225 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-107000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 15:34:47,554 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-118000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 15:34:47,555 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-118000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 15:34:47,987 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-118000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 15:34:48,770 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-108000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 16:16:10,829 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-119000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 16:16:10,836 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-119000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 16:16:11,292 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-119000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 16:16:12,240 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-109000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 16:57:56,957 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-120000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 16:57:56,958 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-120000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 16:57:57,334 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-120000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 16:57:58,052 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-110000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 17:40:05,809 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-121000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 17:40:05,809 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-121000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 17:40:06,334 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-121000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 17:40:07,153 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-111000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 18:21:20,511 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-122000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 18:21:20,511 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-122000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 18:21:21,079 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-122000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 18:21:22,128 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-112000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 19:02:38,812 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-123000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 19:02:38,813 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-123000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 19:02:39,240 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-123000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 19:02:40,176 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-113000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 19:43:34,168 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-124000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 19:43:34,169 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-124000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 19:43:34,721 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-124000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 19:43:35,614 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-114000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 20:26:27,990 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-125000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 20:26:27,991 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-125000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 20:26:28,497 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-125000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 20:26:29,453 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-115000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 21:08:38,652 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-126000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 21:08:38,653 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-126000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 21:08:39,399 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-126000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 21:08:40,449 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-116000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 21:49:26,300 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-127000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 21:49:26,300 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-127000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 21:49:26,696 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-127000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 21:49:27,512 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-117000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 22:30:08,374 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-128000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 22:30:08,374 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-128000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 22:30:08,839 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-128000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 22:30:09,725 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-118000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 23:10:55,495 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-129000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 23:10:55,496 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-129000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 23:10:56,009 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-129000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 23:10:56,990 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-119000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-09 23:53:25,295 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-130000/config.json
+[INFO|configuration_utils.py:564] 2026-04-09 23:53:25,295 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-130000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-09 23:53:25,674 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-130000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-09 23:53:26,493 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-120000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 00:35:32,118 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-131000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 00:35:32,119 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-131000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 00:35:32,521 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-131000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 00:35:33,330 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-121000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 01:16:50,873 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-132000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 01:16:50,874 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-132000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 01:16:51,439 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-132000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 01:16:52,343 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-122000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 01:58:09,148 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-133000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 01:58:09,149 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-133000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 01:58:09,609 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-133000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 01:58:10,583 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-123000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 02:39:43,029 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-134000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 02:39:43,030 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-134000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 02:39:43,579 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-134000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 02:39:44,519 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-124000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 03:21:18,469 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-135000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 03:21:18,470 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-135000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 03:21:19,066 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-135000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 03:21:20,148 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-125000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 04:03:56,796 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-136000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 04:03:56,797 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-136000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 04:03:57,293 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-136000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 04:03:58,352 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-126000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 04:46:50,811 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-137000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 04:46:50,812 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-137000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 04:46:51,557 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-137000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 04:46:52,823 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-127000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 05:30:29,192 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-138000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 05:30:29,193 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-138000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 05:30:30,383 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-138000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 05:30:32,257 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-128000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 06:14:03,863 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-139000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 06:14:03,863 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-139000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 06:14:04,298 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-139000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 06:14:05,136 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-129000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 06:54:48,734 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-140000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 06:54:48,735 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-140000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 06:54:49,115 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-140000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 06:54:49,919 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-130000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 07:35:34,994 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-141000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 07:35:34,995 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-141000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 07:35:35,487 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-141000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 07:35:36,410 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-131000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 08:16:20,634 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-142000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 08:16:20,635 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-142000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 08:16:21,053 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-142000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 08:16:22,023 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-132000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 08:57:08,496 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-143000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 08:57:08,497 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-143000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 08:57:09,137 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-143000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 08:57:10,005 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-133000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 09:37:54,006 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-144000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 09:37:54,006 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-144000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 09:37:54,463 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-144000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 09:37:55,340 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-134000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 10:18:39,575 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-145000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 10:18:39,576 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-145000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 10:18:40,031 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-145000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 10:18:40,905 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-135000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 10:59:24,593 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-146000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 10:59:24,594 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-146000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 10:59:24,989 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-146000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 10:59:25,878 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-136000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 11:40:07,876 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-147000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 11:40:07,877 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-147000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 11:40:08,277 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-147000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 11:40:09,084 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-137000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 12:20:52,235 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-148000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 12:20:52,236 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-148000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 12:20:52,649 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-148000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 12:20:53,515 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-138000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 13:01:38,003 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-149000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 13:01:38,004 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-149000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 13:01:38,445 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-149000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 13:01:39,339 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-139000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 13:42:24,624 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-150000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 13:42:24,624 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-150000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 13:42:25,021 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-150000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 13:42:25,816 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-140000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 14:23:23,737 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-151000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 14:23:23,737 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-151000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 14:23:24,166 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-151000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 14:23:25,068 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-141000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 18:28:18,286 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-152000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 18:28:18,287 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-152000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 18:28:18,737 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-152000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 18:28:19,628 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-142000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 19:10:12,103 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-153000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 19:10:12,104 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-153000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 19:10:12,526 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-153000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 19:10:13,319 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-143000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 19:50:49,445 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-154000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 19:50:49,446 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-154000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 19:50:49,882 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-154000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 19:50:50,737 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-144000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 20:31:30,686 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-155000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 20:31:30,687 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-155000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 20:31:31,069 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-155000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 20:31:31,853 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-145000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 21:12:12,058 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-156000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 21:12:12,059 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-156000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 21:12:12,444 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-156000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 21:12:13,235 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-146000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 21:52:52,516 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-157000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 21:52:52,517 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-157000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 21:52:52,892 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-157000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 21:52:53,705 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-147000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 22:33:32,661 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-158000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 22:33:32,662 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-158000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 22:33:33,031 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-158000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 22:33:33,840 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-148000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 23:14:12,645 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-159000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 23:14:12,646 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-159000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 23:14:13,042 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-159000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 23:14:13,839 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-149000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-10 23:54:52,757 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-160000/config.json
+[INFO|configuration_utils.py:564] 2026-04-10 23:54:52,758 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-160000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-10 23:54:53,158 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-160000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-10 23:54:53,955 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-150000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 00:35:33,626 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-161000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 00:35:33,627 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-161000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 00:35:34,070 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-161000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 00:35:34,905 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-151000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 01:16:14,574 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-162000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 01:16:14,574 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-162000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 01:16:15,012 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-162000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 01:16:15,826 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-152000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 01:56:55,266 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-163000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 01:56:55,267 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-163000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 01:56:55,661 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-163000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 01:56:56,473 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-153000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 02:37:55,627 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-164000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 02:37:55,628 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-164000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 02:37:56,113 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-164000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 02:37:56,903 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-154000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 03:19:37,627 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-165000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 03:19:37,628 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-165000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 03:19:37,978 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-165000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 03:19:39,058 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-155000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 04:01:22,572 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-166000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 04:01:22,573 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-166000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 04:01:22,937 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-166000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 04:01:23,733 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-156000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 04:42:34,827 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-167000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 04:42:34,827 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-167000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 04:42:35,180 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-167000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 04:42:36,144 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-157000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 05:23:43,268 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-168000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 05:23:43,269 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-168000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 05:23:43,641 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-168000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 05:23:44,415 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-158000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 06:05:33,584 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-169000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 06:05:33,584 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-169000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 06:05:34,051 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-169000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 06:05:34,864 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-159000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 06:47:11,058 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-170000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 06:47:11,058 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-170000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 06:47:11,453 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-170000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 06:47:12,148 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-160000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 07:27:53,369 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-171000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 07:27:53,370 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-171000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 07:27:53,731 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-171000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 07:27:54,518 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-161000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 08:08:33,832 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-172000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 08:08:33,833 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-172000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 08:08:34,267 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-172000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 08:08:35,078 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-162000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 08:49:15,296 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-173000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 08:49:15,297 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-173000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 08:49:15,652 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-173000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 08:49:16,415 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-163000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 09:29:55,906 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-174000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 09:29:55,906 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-174000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 09:29:56,357 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-174000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 09:29:57,122 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-164000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 10:10:35,831 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-175000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 10:10:35,832 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-175000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 10:10:36,197 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-175000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 10:10:36,964 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-165000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 10:51:15,780 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-176000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 10:51:15,780 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-176000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 10:51:16,209 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-176000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 10:51:17,042 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-166000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 11:31:56,837 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-177000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 11:31:56,837 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-177000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 11:31:57,228 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-177000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 11:31:58,064 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-167000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 12:12:40,260 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-178000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 12:12:40,260 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-178000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 12:12:40,765 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-178000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 12:12:41,679 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-168000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 12:53:22,442 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-179000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 12:53:22,443 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-179000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 12:53:22,969 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-179000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 12:53:23,986 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-169000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 13:34:02,900 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-180000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 13:34:02,900 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-180000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 13:34:03,348 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-180000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 13:34:04,254 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-170000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 14:14:45,343 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-181000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 14:14:45,344 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-181000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 14:14:45,807 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-181000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 14:14:46,667 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-171000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 14:55:26,154 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-182000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 14:55:26,155 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-182000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 14:55:26,614 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-182000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 14:55:27,550 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-172000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 15:36:08,312 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-183000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 15:36:08,313 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-183000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 15:36:08,793 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-183000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 15:36:09,762 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-173000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 16:16:48,904 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-184000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 16:16:48,905 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-184000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 16:16:49,362 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-184000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 16:16:50,289 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-174000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 16:57:32,486 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-185000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 16:57:32,487 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-185000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 16:57:32,947 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-185000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 16:57:33,873 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-175000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 17:38:13,270 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-186000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 17:38:13,270 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-186000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 17:38:13,679 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-186000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 17:38:14,595 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-176000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 18:19:05,430 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-187000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 18:19:05,431 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-187000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 18:19:05,866 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-187000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 18:19:06,726 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-177000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 18:59:48,616 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-188000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 18:59:48,616 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-188000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 18:59:49,039 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-188000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 18:59:49,940 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-178000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 19:40:30,830 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-189000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 19:40:30,831 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-189000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 19:40:31,264 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-189000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 19:40:32,150 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-179000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 20:21:15,232 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-190000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 20:21:15,233 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-190000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 20:21:15,651 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-190000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 20:21:16,508 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-180000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 21:01:57,925 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-191000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 21:01:57,925 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-191000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 21:01:58,398 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-191000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 21:01:59,396 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-181000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 21:42:51,718 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-192000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 21:42:51,719 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-192000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 21:42:52,137 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-192000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 21:42:53,027 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-182000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 22:23:38,069 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-193000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 22:23:38,070 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-193000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 22:23:38,471 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-193000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 22:23:39,312 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-183000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 23:04:24,645 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-194000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 23:04:24,645 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-194000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 23:04:25,063 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-194000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 23:04:25,981 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-184000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-11 23:45:08,642 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-195000/config.json
+[INFO|configuration_utils.py:564] 2026-04-11 23:45:08,643 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-195000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-11 23:45:09,078 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-195000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-11 23:45:09,973 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-185000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-12 00:25:50,684 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-196000/config.json
+[INFO|configuration_utils.py:564] 2026-04-12 00:25:50,685 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-196000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-12 00:25:51,071 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-196000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-12 00:25:51,858 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-186000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-12 01:06:35,638 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-197000/config.json
+[INFO|configuration_utils.py:564] 2026-04-12 01:06:35,639 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-197000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-12 01:06:36,031 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-197000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-12 01:06:36,849 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-187000] due to args.save_total_limit
+
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+[INFO|configuration_utils.py:461] 2026-04-12 01:47:21,870 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-198000/config.json
+[INFO|configuration_utils.py:564] 2026-04-12 01:47:21,871 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-198000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-12 01:47:22,263 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-198000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-12 01:47:23,095 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-188000] due to args.save_total_limit
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+[INFO|configuration_utils.py:461] 2026-04-12 02:28:08,272 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-199000/config.json
+[INFO|configuration_utils.py:564] 2026-04-12 02:28:08,272 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-199000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-12 02:28:08,686 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-199000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-12 02:28:09,527 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-189000] due to args.save_total_limit
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100%|██████████| 200000/200000 [71:49:03<00:00,  2.44s/it][INFO|trainer.py:2881] 2026-04-12 03:08:54,444 >> Saving model checkpoint to /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-200000
+[INFO|configuration_utils.py:461] 2026-04-12 03:08:54,445 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-200000/config.json
+[INFO|configuration_utils.py:564] 2026-04-12 03:08:54,446 >> Configuration saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-200000/generation_config.json
+[INFO|modeling_utils.py:2193] 2026-04-12 03:08:54,828 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-200000/pytorch_model.bin
+[INFO|trainer.py:2971] 2026-04-12 03:08:55,669 >> Deleting older checkpoint [/home/n5huang/dna_token/pretrain/models/len2_5120/checkpoint-190000] due to args.save_total_limit
+[INFO|trainer.py:1955] 2026-04-12 03:08:55,820 >> 
+
+Training completed. Do not forget to share your model on huggingface.co/models =)
+
+
+
                                                          

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+[INFO|trainer.py:2881] 2026-04-12 03:08:55,860 >> Saving model checkpoint to /home/n5huang/dna_token/pretrain/models/len2_5120
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+[INFO|modeling_utils.py:2193] 2026-04-12 03:08:56,630 >> Model weights saved in /home/n5huang/dna_token/pretrain/models/len2_5120/pytorch_model.bin
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+{'train_runtime': 258545.0504, 'train_samples_per_second': 74.262, 'train_steps_per_second': 0.774, 'train_loss': 2.48521353515625, 'epoch': 19.54}
+***** train metrics *****
+  epoch                    =               19.54
+  train_loss               =              2.4852
+  train_runtime            = 2 days, 23:49:05.05
+  train_samples            =              982503
+  train_samples_per_second =              74.262
+  train_steps_per_second   =               0.774
+04/12/2026 03:08:56 - INFO - __main__ - *** Evaluate ***
+[INFO|trainer.py:738] 2026-04-12 03:08:56,638 >> The following columns in the evaluation set don't have a corresponding argument in `BertForMaskedLM.forward` and have been ignored: special_tokens_mask. If special_tokens_mask are not expected by `BertForMaskedLM.forward`,  you can safely ignore this message.
+[INFO|trainer.py:3158] 2026-04-12 03:08:56,644 >> ***** Running Evaluation *****
+[INFO|trainer.py:3160] 2026-04-12 03:08:56,645 >>   Num examples = 109173
+[INFO|trainer.py:3163] 2026-04-12 03:08:56,645 >>   Batch size = 96
+
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+[INFO|modelcard.py:452] 2026-04-12 03:29:56,513 >> Dropping the following result as it does not have all the necessary fields:
+{'task': {'name': 'Masked Language Modeling', 'type': 'fill-mask'}, 'metrics': [{'name': 'Accuracy', 'type': 'accuracy', 'value': 0.30433709022367145}]}
+***** eval metrics *****
+  epoch                   =      19.54
+  eval_accuracy           =     0.3043
+  eval_loss               =     4.9009
+  eval_runtime            = 0:20:59.82
+  eval_samples            =     109173
+  eval_samples_per_second =     86.657
+  eval_step               =     200000
+  eval_steps_per_second   =      0.903
+  perplexity              =   134.4083
+wandb: 
+wandb: 🚀 View run toasty-breeze-3 at: 
+wandb: Find logs at: ../../../../data/n5huang/dna_token/output_tokens/wandb/run-20260409_031927-9ph1pkcx/logs
diff --git a/train_results.json b/train_results.json
new file mode 100644
index 0000000000000000000000000000000000000000..383354e8d3cb46cfff784af4992160e7bbb167de
--- /dev/null
+++ b/train_results.json
@@ -0,0 +1,8 @@
+{
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+    "train_samples": 982503,
+    "train_samples_per_second": 74.262,
+    "train_steps_per_second": 0.774
+}
\ No newline at end of file
diff --git a/trainer_state.json b/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..fff804e10d22810d622799ddbac8be44ed746040
--- /dev/null
+++ b/trainer_state.json
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