Instructions to use jlee24/dk1-molmoact-checkpoints with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LeRobot
How to use jlee24/dk1-molmoact-checkpoints with LeRobot:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Back up dk1-teleop/outputs/vla_touch_grab_201_lora/molmoact2_lora_probe_molmo_b16_20260602_212402
Browse files- dk1-teleop/outputs/vla_touch_grab_201_lora/molmoact2_lora_probe_molmo_b16_20260602_212402/telemetry.jsonl +6 -0
- dk1-teleop/outputs/vla_touch_grab_201_lora/molmoact2_lora_probe_molmo_b16_20260602_212402/train_metrics.jsonl +4 -0
- dk1-teleop/outputs/vla_touch_grab_201_lora/molmoact2_lora_probe_molmo_b16_20260602_212402/train_with_val.log +356 -0
dk1-teleop/outputs/vla_touch_grab_201_lora/molmoact2_lora_probe_molmo_b16_20260602_212402/telemetry.jsonl
ADDED
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{"batch_size": 16, "cuda_allocated_gib": 0.0, "cuda_device": 0, "cuda_max_allocated_gib": 0.0, "cuda_max_reserved_gib": 0.0, "cuda_reserved_gib": 0.0, "event": "start", "job_name": "molmoact2_lora_yam_touch_grab_201_probe_molmo_b16_20260602_212402", "num_workers": 8, "output_dir": "/home/andon/clawmachine/dk1-teleop/outputs/vla_touch_grab_201_lora/molmoact2_lora_probe_molmo_b16_20260602_212402", "steps": 20, "time": 1780460646.872795, "val_batches": 1, "val_freq": -1}
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| 2 |
+
{"cuda_allocated_gib": 13.041774272918701, "cuda_device": 0, "cuda_max_allocated_gib": 25.4811110496521, "cuda_max_reserved_gib": 26.8828125, "cuda_reserved_gib": 26.8828125, "elapsed_s": 23.295344936996116, "epoch": 0.006418485237483954, "event": "heartbeat", "loss": 3.5091257095336914, "lr": 1.4925373134328347e-06, "mfu_batch_items": 16.0, "mfu_observed_text_tokens": 7712.0, "mfu_peak_tflops": 209.5, "mfu_sample_pct": 0.0006951357328585944, "mfu_sample_tflops_s": 0.14563093603387553, "mfu_sample_token_units": 16.0, "mfu_text_token_pct": 0.33505542323784254, "mfu_text_token_tflops_s": 70.194111168328, "mfu_tokens_per_sample_assumed": 1.0, "step": 5, "time": 1780460771.1551907}
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| 3 |
+
{"cuda_allocated_gib": 13.041774272918701, "cuda_device": 0, "cuda_max_allocated_gib": 25.4811110496521, "cuda_max_reserved_gib": 26.8828125, "cuda_reserved_gib": 26.8828125, "elapsed_s": 41.95968343599816, "epoch": 0.012836970474967908, "event": "heartbeat", "loss": 3.8515353202819824, "lr": 2.7363184079601977e-06, "mfu_batch_items": 16.0, "mfu_observed_text_tokens": 7712.0, "mfu_peak_tflops": 209.5, "mfu_sample_pct": 0.0007070165618139927, "mfu_sample_tflops_s": 0.14811996970003147, "mfu_sample_token_units": 16.0, "mfu_text_token_pct": 0.3407819827943444, "mfu_text_token_tflops_s": 71.39382539541515, "mfu_tokens_per_sample_assumed": 1.0, "step": 10, "time": 1780460789.8195295}
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| 4 |
+
{"cuda_allocated_gib": 13.041774272918701, "cuda_device": 0, "cuda_max_allocated_gib": 25.4811110496521, "cuda_max_reserved_gib": 26.8828125, "cuda_reserved_gib": 26.8828125, "elapsed_s": 60.572187190002296, "epoch": 0.019255455712451863, "event": "heartbeat", "loss": 3.1308341026306152, "lr": 3.980099502487561e-06, "mfu_batch_items": 16.0, "mfu_observed_text_tokens": 7712.0, "mfu_peak_tflops": 209.5, "mfu_sample_pct": 0.0006964702813565735, "mfu_sample_tflops_s": 0.14591052394420215, "mfu_sample_token_units": 16.0, "mfu_text_token_pct": 0.33569867561386846, "mfu_text_token_tflops_s": 70.32887254110544, "mfu_tokens_per_sample_assumed": 1.0, "step": 15, "time": 1780460808.4320333}
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| 5 |
+
{"cuda_allocated_gib": 13.041774272918701, "cuda_device": 0, "cuda_max_allocated_gib": 25.4811110496521, "cuda_max_reserved_gib": 26.8828125, "cuda_reserved_gib": 26.8828125, "elapsed_s": 79.21383706499182, "epoch": 0.025673940949935817, "event": "heartbeat", "loss": 2.2023367881774902, "lr": 5.223880597014924e-06, "mfu_batch_items": 16.0, "mfu_observed_text_tokens": 7712.0, "mfu_peak_tflops": 209.5, "mfu_sample_pct": 0.0007004172190994838, "mfu_sample_tflops_s": 0.14673740740134186, "mfu_sample_token_units": 16.0, "mfu_text_token_pct": 0.33760109960595125, "mfu_text_token_tflops_s": 70.72743036744679, "mfu_tokens_per_sample_assumed": 1.0, "step": 20, "time": 1780460827.0736833}
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| 6 |
+
{"best_step": 0, "best_val_loss": Infinity, "cuda_allocated_gib": 13.041774272918701, "cuda_device": 0, "cuda_max_allocated_gib": 25.4811110496521, "cuda_max_reserved_gib": 26.8828125, "cuda_reserved_gib": 26.8828125, "elapsed_s": 79.2141477260011, "event": "end", "time": 1780460827.0739934}
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dk1-teleop/outputs/vla_touch_grab_201_lora/molmoact2_lora_probe_molmo_b16_20260602_212402/train_metrics.jsonl
ADDED
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{"cuda_allocated_gib": 13.041774272918701, "cuda_device": 0, "cuda_max_allocated_gib": 25.4811110496521, "cuda_max_reserved_gib": 26.8828125, "cuda_reserved_gib": 26.8828125, "data_s": 0.18228311100392602, "elapsed_s": 23.293502560991328, "epoch": 0.006418485237483954, "event": "train", "grad_norm": 22.98952865600586, "loss": 3.5091257095336914, "lr": 1.4925373134328347e-06, "mfu_batch_items": 16.0, "mfu_observed_text_tokens": 7712.0, "mfu_peak_tflops": 209.5, "mfu_sample_pct": 0.0006951357328585944, "mfu_sample_tflops_s": 0.14563093603387553, "mfu_sample_token_units": 16.0, "mfu_text_token_pct": 0.33505542323784254, "mfu_text_token_tflops_s": 70.194111168328, "mfu_tokens_per_sample_assumed": 1.0, "out_action_flow_loss": 3.5091257095336914, "out_loss": 3.5091257095336914, "step": 5, "steps_per_s_recent": 0.21465213258109558, "update_s": 3.6121748620062135}
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| 2 |
+
{"cuda_allocated_gib": 13.041774272918701, "cuda_device": 0, "cuda_max_allocated_gib": 25.4811110496521, "cuda_max_reserved_gib": 26.8828125, "cuda_reserved_gib": 26.8828125, "data_s": 0.16001687699463218, "elapsed_s": 41.95872164799948, "epoch": 0.012836970474967908, "event": "train", "grad_norm": 25.664432525634766, "loss": 3.8515353202819824, "lr": 2.7363184079601977e-06, "mfu_batch_items": 16.0, "mfu_observed_text_tokens": 7712.0, "mfu_peak_tflops": 209.5, "mfu_sample_pct": 0.0007070165618139927, "mfu_sample_tflops_s": 0.14811996970003147, "mfu_sample_token_units": 16.0, "mfu_text_token_pct": 0.3407819827943444, "mfu_text_token_tflops_s": 71.39382539541515, "mfu_tokens_per_sample_assumed": 1.0, "out_action_flow_loss": 3.8515353202819824, "out_loss": 3.8515353202819824, "step": 10, "steps_per_s_recent": 0.26787791649765463, "update_s": 3.551475248998031}
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| 3 |
+
{"cuda_allocated_gib": 13.041774272918701, "cuda_device": 0, "cuda_max_allocated_gib": 25.4811110496521, "cuda_max_reserved_gib": 26.8828125, "cuda_reserved_gib": 26.8828125, "data_s": 0.1573457009944832, "elapsed_s": 60.571197298995685, "epoch": 0.019255455712451863, "event": "train", "grad_norm": 21.454484939575195, "loss": 3.1308341026306152, "lr": 3.980099502487561e-06, "mfu_batch_items": 16.0, "mfu_observed_text_tokens": 7712.0, "mfu_peak_tflops": 209.5, "mfu_sample_pct": 0.0006964702813565735, "mfu_sample_tflops_s": 0.14591052394420215, "mfu_sample_token_units": 16.0, "mfu_text_token_pct": 0.33569867561386846, "mfu_text_token_tflops_s": 70.32887254110544, "mfu_tokens_per_sample_assumed": 1.0, "out_action_flow_loss": 3.1308341026306152, "out_loss": 3.1308341026306152, "step": 15, "steps_per_s_recent": 0.2686370203381506, "update_s": 3.6052533570036758}
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| 4 |
+
{"cuda_allocated_gib": 13.041774272918701, "cuda_device": 0, "cuda_max_allocated_gib": 25.4811110496521, "cuda_max_reserved_gib": 26.8828125, "cuda_reserved_gib": 26.8828125, "data_s": 0.1622769609966781, "elapsed_s": 79.21287224900152, "epoch": 0.025673940949935817, "event": "train", "grad_norm": 12.370823860168457, "loss": 2.2023367881774902, "lr": 5.223880597014924e-06, "mfu_batch_items": 16.0, "mfu_observed_text_tokens": 7712.0, "mfu_peak_tflops": 209.5, "mfu_sample_pct": 0.0007004172190994838, "mfu_sample_tflops_s": 0.14673740740134186, "mfu_sample_token_units": 16.0, "mfu_text_token_pct": 0.33760109960595125, "mfu_text_token_tflops_s": 70.72743036744679, "mfu_tokens_per_sample_assumed": 1.0, "out_action_flow_loss": 2.2023367881774902, "out_loss": 2.2023367881774902, "step": 20, "steps_per_s_recent": 0.2682162420173749, "update_s": 3.5849373079981888}
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dk1-teleop/outputs/vla_touch_grab_201_lora/molmoact2_lora_probe_molmo_b16_20260602_212402/train_with_val.log
ADDED
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|
| 1 |
+
INFO 2026-06-02 21:24:06,872 Train config:
|
| 2 |
+
{
|
| 3 |
+
"dataset": {
|
| 4 |
+
"repo_id": "andon/yam_touch_grab_201_10hz_train",
|
| 5 |
+
"root": "/home/andon/.cache/huggingface/lerobot/andon/yam_touch_grab_201_10hz_train",
|
| 6 |
+
"episodes": null,
|
| 7 |
+
"image_transforms": {
|
| 8 |
+
"enable": true,
|
| 9 |
+
"max_num_transforms": 3,
|
| 10 |
+
"random_order": false,
|
| 11 |
+
"tfs": {
|
| 12 |
+
"brightness": {
|
| 13 |
+
"weight": 1.0,
|
| 14 |
+
"type": "ColorJitter",
|
| 15 |
+
"kwargs": {
|
| 16 |
+
"brightness": [
|
| 17 |
+
0.8,
|
| 18 |
+
1.2
|
| 19 |
+
]
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"contrast": {
|
| 23 |
+
"weight": 1.0,
|
| 24 |
+
"type": "ColorJitter",
|
| 25 |
+
"kwargs": {
|
| 26 |
+
"contrast": [
|
| 27 |
+
0.8,
|
| 28 |
+
1.2
|
| 29 |
+
]
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"saturation": {
|
| 33 |
+
"weight": 1.0,
|
| 34 |
+
"type": "ColorJitter",
|
| 35 |
+
"kwargs": {
|
| 36 |
+
"saturation": [
|
| 37 |
+
0.5,
|
| 38 |
+
1.5
|
| 39 |
+
]
|
| 40 |
+
}
|
| 41 |
+
},
|
| 42 |
+
"hue": {
|
| 43 |
+
"weight": 1.0,
|
| 44 |
+
"type": "ColorJitter",
|
| 45 |
+
"kwargs": {
|
| 46 |
+
"hue": [
|
| 47 |
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-0.05,
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INFO 2026-06-02 21:24:06,872 Logs will be saved locally.
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DEBUG 2026-06-02 21:24:06,881 Attempting to release lock 124160092511200 on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-900ca7ae9db7ee3b_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,890 Attempting to acquire lock 124160087969296 on /home/andon/.cache/huggingface/datasets/parquet/default-900ca7ae9db7ee3b/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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DEBUG 2026-06-02 21:24:06,918 Attempting to acquire lock 124160056394128 on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-900ca7ae9db7ee3b_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,918 Lock 124160056394128 acquired on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-900ca7ae9db7ee3b_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,921 Attempting to release lock 124160056394128 on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-900ca7ae9db7ee3b_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,921 Lock 124160056394128 released on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-900ca7ae9db7ee3b_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,921 Attempting to acquire lock 124160088785888 on /home/andon/.cache/huggingface/datasets/parquet/default-900ca7ae9db7ee3b/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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DEBUG 2026-06-02 21:24:06,921 Lock 124160088785888 acquired on /home/andon/.cache/huggingface/datasets/parquet/default-900ca7ae9db7ee3b/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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DEBUG 2026-06-02 21:24:06,924 Attempting to release lock 124160088785888 on /home/andon/.cache/huggingface/datasets/parquet/default-900ca7ae9db7ee3b/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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DEBUG 2026-06-02 21:24:06,924 Lock 124160088785888 released on /home/andon/.cache/huggingface/datasets/parquet/default-900ca7ae9db7ee3b/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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DEBUG 2026-06-02 21:24:06,948 Attempting to acquire lock 124160088787408 on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-4aa3353aefb8b509_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,948 Lock 124160088787408 acquired on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-4aa3353aefb8b509_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,948 Attempting to release lock 124160088787408 on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-4aa3353aefb8b509_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,948 Lock 124160088787408 released on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-4aa3353aefb8b509_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,948 Attempting to acquire lock 124160088764880 on /home/andon/.cache/huggingface/datasets/parquet/default-4aa3353aefb8b509/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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DEBUG 2026-06-02 21:24:06,948 Lock 124160088764880 acquired on /home/andon/.cache/huggingface/datasets/parquet/default-4aa3353aefb8b509/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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DEBUG 2026-06-02 21:24:06,948 open file: /home/andon/.cache/huggingface/datasets/parquet/default-4aa3353aefb8b509/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb/dataset_info.json
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DEBUG 2026-06-02 21:24:06,948 Attempting to release lock 124160088764880 on /home/andon/.cache/huggingface/datasets/parquet/default-4aa3353aefb8b509/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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DEBUG 2026-06-02 21:24:06,948 Lock 124160088764880 released on /home/andon/.cache/huggingface/datasets/parquet/default-4aa3353aefb8b509/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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INFO 2026-06-02 21:24:06,969 Creating validation dataset
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DEBUG 2026-06-02 21:24:06,971 Attempting to acquire lock 124160088191280 on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-3c328f2f3a221aad_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,971 Lock 124160088191280 acquired on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-3c328f2f3a221aad_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,974 Attempting to release lock 124160088191280 on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-3c328f2f3a221aad_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,974 Lock 124160088191280 released on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-3c328f2f3a221aad_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:06,974 Attempting to acquire lock 124160088191280 on /home/andon/.cache/huggingface/datasets/parquet/default-3c328f2f3a221aad/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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DEBUG 2026-06-02 21:24:06,974 Lock 124160088191280 acquired on /home/andon/.cache/huggingface/datasets/parquet/default-3c328f2f3a221aad/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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DEBUG 2026-06-02 21:24:06,974 open file: /home/andon/.cache/huggingface/datasets/parquet/default-3c328f2f3a221aad/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb/dataset_info.json
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| 265 |
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DEBUG 2026-06-02 21:24:06,977 Attempting to release lock 124160088191280 on /home/andon/.cache/huggingface/datasets/parquet/default-3c328f2f3a221aad/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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| 266 |
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DEBUG 2026-06-02 21:24:06,977 Lock 124160088191280 released on /home/andon/.cache/huggingface/datasets/parquet/default-3c328f2f3a221aad/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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| 267 |
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DEBUG 2026-06-02 21:24:07,002 Attempting to acquire lock 124160088655440 on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-3c328f2f3a221aad_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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| 268 |
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DEBUG 2026-06-02 21:24:07,002 Lock 124160088655440 acquired on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-3c328f2f3a221aad_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:07,002 open file: /home/andon/.cache/huggingface/datasets/parquet/default-3c328f2f3a221aad/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb/dataset_info.json
|
| 270 |
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DEBUG 2026-06-02 21:24:07,005 Attempting to release lock 124160088655440 on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-3c328f2f3a221aad_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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| 271 |
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DEBUG 2026-06-02 21:24:07,005 Lock 124160088655440 released on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-3c328f2f3a221aad_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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| 272 |
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DEBUG 2026-06-02 21:24:07,005 Attempting to acquire lock 124160088655440 on /home/andon/.cache/huggingface/datasets/parquet/default-3c328f2f3a221aad/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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| 273 |
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DEBUG 2026-06-02 21:24:07,005 Lock 124160088655440 acquired on /home/andon/.cache/huggingface/datasets/parquet/default-3c328f2f3a221aad/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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DEBUG 2026-06-02 21:24:07,005 open file: /home/andon/.cache/huggingface/datasets/parquet/default-3c328f2f3a221aad/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb/dataset_info.json
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| 275 |
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DEBUG 2026-06-02 21:24:07,008 Attempting to release lock 124160088655440 on /home/andon/.cache/huggingface/datasets/parquet/default-3c328f2f3a221aad/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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| 276 |
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DEBUG 2026-06-02 21:24:07,008 Lock 124160088655440 released on /home/andon/.cache/huggingface/datasets/parquet/default-3c328f2f3a221aad/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
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| 277 |
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DEBUG 2026-06-02 21:24:07,033 Attempting to acquire lock 124160088622816 on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-35fc183d0c68eb94_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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| 278 |
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DEBUG 2026-06-02 21:24:07,033 Lock 124160088622816 acquired on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-35fc183d0c68eb94_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:07,033 open file: /home/andon/.cache/huggingface/datasets/parquet/default-35fc183d0c68eb94/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb/dataset_info.json
|
| 280 |
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DEBUG 2026-06-02 21:24:07,033 Attempting to release lock 124160088622816 on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-35fc183d0c68eb94_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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| 281 |
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DEBUG 2026-06-02 21:24:07,033 Lock 124160088622816 released on /home/andon/.cache/huggingface/datasets/_home_andon_.cache_huggingface_datasets_parquet_default-35fc183d0c68eb94_0.0.0_ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb.lock
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DEBUG 2026-06-02 21:24:07,033 Attempting to acquire lock 124160105147488 on /home/andon/.cache/huggingface/datasets/parquet/default-35fc183d0c68eb94/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
|
| 283 |
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DEBUG 2026-06-02 21:24:07,033 Lock 124160105147488 acquired on /home/andon/.cache/huggingface/datasets/parquet/default-35fc183d0c68eb94/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
|
| 284 |
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DEBUG 2026-06-02 21:24:07,033 open file: /home/andon/.cache/huggingface/datasets/parquet/default-35fc183d0c68eb94/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb/dataset_info.json
|
| 285 |
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DEBUG 2026-06-02 21:24:07,033 Attempting to release lock 124160105147488 on /home/andon/.cache/huggingface/datasets/parquet/default-35fc183d0c68eb94/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
|
| 286 |
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DEBUG 2026-06-02 21:24:07,033 Lock 124160105147488 released on /home/andon/.cache/huggingface/datasets/parquet/default-35fc183d0c68eb94/0.0.0/ec3958b52035e87929642b609b5a781870321434b151a14fbe8fd5a26ff494bb_builder.lock
|
| 287 |
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INFO 2026-06-02 21:24:07,037 Creating policy
|
| 288 |
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DEBUG 2026-06-02 21:24:07,038 Detected transformers version: 5.5.4
|
| 289 |
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DEBUG 2026-06-02 21:24:07,041 connect_tcp.started host='huggingface.co' port=443 local_address=None timeout=None socket_options=None
|
| 290 |
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DEBUG 2026-06-02 21:24:07,054 connect_tcp.complete return_value=<httpcore._backends.sync.SyncStream object at 0x70ec45f89fd0>
|
| 291 |
+
DEBUG 2026-06-02 21:24:07,054 start_tls.started ssl_context=<ssl.SSLContext object at 0x70ec4417c230> server_hostname='huggingface.co' timeout=None
|
| 292 |
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DEBUG 2026-06-02 21:24:07,074 start_tls.complete return_value=<httpcore._backends.sync.SyncStream object at 0x70ec45fdc2d0>
|
| 293 |
+
DEBUG 2026-06-02 21:24:07,075 send_request_headers.started request=<Request [b'GET']>
|
| 294 |
+
DEBUG 2026-06-02 21:24:07,075 send_request_headers.complete
|
| 295 |
+
DEBUG 2026-06-02 21:24:07,075 send_request_body.started request=<Request [b'GET']>
|
| 296 |
+
DEBUG 2026-06-02 21:24:07,075 send_request_body.complete
|
| 297 |
+
DEBUG 2026-06-02 21:24:07,075 receive_response_headers.started request=<Request [b'GET']>
|
| 298 |
+
DEBUG 2026-06-02 21:24:07,173 receive_response_headers.complete return_value=(b'HTTP/1.1', 200, b'OK', [(b'Content-Type', b'application/json; charset=utf-8'), (b'Transfer-Encoding', b'chunked'), (b'Connection', b'keep-alive'), (b'Date', b'Wed, 03 Jun 2026 04:24:07 GMT'), (b'content-encoding', b'gzip'), (b'ETag', b'W/"1547-0t5ZOffVyrr+xYKfXDIkwgdeyMs"'), (b'X-Powered-By', b'huggingface-moon'), (b'X-Request-Id', b'Root=1-6a1fac67-29c6f8cd5246eebd45927406;a4798794-5e19-474c-8dc9-96b38ed37940'), (b'RateLimit', b'"api";r=996;t=183'), (b'RateLimit-Policy', b'"fixed window";"api";q=1000;w=300'), (b'cross-origin-opener-policy', b'same-origin'), (b'Referrer-Policy', b'strict-origin-when-cross-origin'), (b'Access-Control-Max-Age', b'86400'), (b'Access-Control-Allow-Origin', b'https://huggingface.co'), (b'Vary', b'Origin'), (b'vary', b'Accept-Encoding'), (b'Access-Control-Expose-Headers', b'X-Repo-Commit,X-Request-Id,X-Error-Code,X-Error-Message,X-Total-Count,ETag,Link,Accept-Ranges,Content-Range,X-Linked-Size,X-Linked-ETag,X-Xet-Hash'), (b'X-Cache', b'Miss from cloudfront'), (b'Via', b'1.1 41a22a47e185e82ca2d2e0862b90fc66.cloudfront.net (CloudFront)'), (b'X-Amz-Cf-Pop', b'SFO5-P1'), (b'X-Amz-Cf-Id', b'Cx6V3r4AWXecw_fe5FcYnoQbypMkrvDALkliwR1IwpyELR-vpAapKw==')])
|
| 299 |
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DEBUG 2026-06-02 21:24:07,173 receive_response_body.started request=<Request [b'GET']>
|
| 300 |
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DEBUG 2026-06-02 21:24:07,174 receive_response_body.complete
|
| 301 |
+
DEBUG 2026-06-02 21:24:07,174 response_closed.started
|
| 302 |
+
DEBUG 2026-06-02 21:24:07,174 response_closed.complete
|
| 303 |
+
DEBUG 2026-06-02 21:25:39,988 Detected peft version: 0.19.1
|
| 304 |
+
DEBUG 2026-06-02 21:25:44,837 close.started
|
| 305 |
+
DEBUG 2026-06-02 21:25:44,997 close.complete
|
| 306 |
+
DEBUG 2026-06-02 21:25:44,997 connect_tcp.started host='huggingface.co' port=443 local_address=None timeout=None socket_options=None
|
| 307 |
+
DEBUG 2026-06-02 21:25:45,048 connect_tcp.complete return_value=<httpcore._backends.sync.SyncStream object at 0x70e99c26f890>
|
| 308 |
+
DEBUG 2026-06-02 21:25:45,049 start_tls.started ssl_context=<ssl.SSLContext object at 0x70ec4417c230> server_hostname='huggingface.co' timeout=None
|
| 309 |
+
DEBUG 2026-06-02 21:25:45,165 start_tls.complete return_value=<httpcore._backends.sync.SyncStream object at 0x70ea236f90f0>
|
| 310 |
+
DEBUG 2026-06-02 21:25:45,168 send_request_headers.started request=<Request [b'GET']>
|
| 311 |
+
DEBUG 2026-06-02 21:25:45,171 send_request_headers.complete
|
| 312 |
+
DEBUG 2026-06-02 21:25:45,171 send_request_body.started request=<Request [b'GET']>
|
| 313 |
+
DEBUG 2026-06-02 21:25:45,171 send_request_body.complete
|
| 314 |
+
DEBUG 2026-06-02 21:25:45,171 receive_response_headers.started request=<Request [b'GET']>
|
| 315 |
+
DEBUG 2026-06-02 21:25:45,268 receive_response_headers.complete return_value=(b'HTTP/1.1', 200, b'OK', [(b'Content-Type', b'application/json; charset=utf-8'), (b'Transfer-Encoding', b'chunked'), (b'Connection', b'keep-alive'), (b'Date', b'Wed, 03 Jun 2026 04:25:45 GMT'), (b'content-encoding', b'gzip'), (b'ETag', b'W/"1547-0t5ZOffVyrr+xYKfXDIkwgdeyMs"'), (b'X-Powered-By', b'huggingface-moon'), (b'X-Request-Id', b'Root=1-6a1facc9-1a910a9b2a751fb858eb6ad0;f0924002-da74-4608-8821-12bc7aca942e'), (b'RateLimit', b'"api";r=995;t=85'), (b'RateLimit-Policy', b'"fixed window";"api";q=1000;w=300'), (b'cross-origin-opener-policy', b'same-origin'), (b'Referrer-Policy', b'strict-origin-when-cross-origin'), (b'Access-Control-Max-Age', b'86400'), (b'Access-Control-Allow-Origin', b'https://huggingface.co'), (b'Vary', b'Origin'), (b'vary', b'Accept-Encoding'), (b'Access-Control-Expose-Headers', b'X-Repo-Commit,X-Request-Id,X-Error-Code,X-Error-Message,X-Total-Count,ETag,Link,Accept-Ranges,Content-Range,X-Linked-Size,X-Linked-ETag,X-Xet-Hash'), (b'X-Cache', b'Miss from cloudfront'), (b'Via', b'1.1 f7597cc90ba7218b20a85a0785996e1c.cloudfront.net (CloudFront)'), (b'X-Amz-Cf-Pop', b'SFO5-P1'), (b'X-Amz-Cf-Id', b'SnyngSDqkoYgRoRv6353HIiCjbbP68oWtUQTQ_UrjQgaYqLkY8cpaA==')])
|
| 316 |
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DEBUG 2026-06-02 21:25:45,277 receive_response_body.started request=<Request [b'GET']>
|
| 317 |
+
DEBUG 2026-06-02 21:25:45,278 receive_response_body.complete
|
| 318 |
+
DEBUG 2026-06-02 21:25:45,292 response_closed.started
|
| 319 |
+
DEBUG 2026-06-02 21:25:45,292 response_closed.complete
|
| 320 |
+
INFO 2026-06-02 21:25:47,723 Creating optimizer and scheduler
|
| 321 |
+
INFO 2026-06-02 21:25:47,859 Output dir: /home/andon/clawmachine/dk1-teleop/outputs/vla_touch_grab_201_lora/molmoact2_lora_probe_molmo_b16_20260602_212402
|
| 322 |
+
INFO 2026-06-02 21:25:47,859 steps=20 (20)
|
| 323 |
+
INFO 2026-06-02 21:25:47,859 steps_per_epoch=779
|
| 324 |
+
INFO 2026-06-02 21:25:47,859 min_epochs=0.00 max_epochs=0.00
|
| 325 |
+
INFO 2026-06-02 21:25:47,859 val_freq=-1 save_freq=779
|
| 326 |
+
INFO 2026-06-02 21:25:47,859 train frames=12451 (12K)
|
| 327 |
+
INFO 2026-06-02 21:25:47,859 train episodes=181
|
| 328 |
+
INFO 2026-06-02 21:25:47,859 val frames=1517 (2K)
|
| 329 |
+
INFO 2026-06-02 21:25:47,859 val episodes=20
|
| 330 |
+
INFO 2026-06-02 21:25:47,859 val examples sampled=1
|
| 331 |
+
INFO 2026-06-02 21:25:47,859 effective batch size: 16 x 1 = 16
|
| 332 |
+
INFO 2026-06-02 21:25:47,859 learnable params=614997472 (615M)
|
| 333 |
+
INFO 2026-06-02 21:25:47,859 total params=5479629232 (5B)
|
| 334 |
+
DEBUG 2026-06-02 21:25:47,902 close.started
|
| 335 |
+
DEBUG 2026-06-02 21:25:47,903 close.complete
|
| 336 |
+
DEBUG 2026-06-02 21:25:47,918 close.started
|
| 337 |
+
DEBUG 2026-06-02 21:25:47,919 close.complete
|
| 338 |
+
DEBUG 2026-06-02 21:25:47,935 close.started
|
| 339 |
+
DEBUG 2026-06-02 21:25:47,936 close.complete
|
| 340 |
+
DEBUG 2026-06-02 21:25:47,959 close.started
|
| 341 |
+
DEBUG 2026-06-02 21:25:47,960 close.complete
|
| 342 |
+
DEBUG 2026-06-02 21:25:47,977 close.started
|
| 343 |
+
DEBUG 2026-06-02 21:25:47,978 close.complete
|
| 344 |
+
DEBUG 2026-06-02 21:25:47,994 close.started
|
| 345 |
+
DEBUG 2026-06-02 21:25:47,994 close.complete
|
| 346 |
+
DEBUG 2026-06-02 21:25:48,011 close.started
|
| 347 |
+
DEBUG 2026-06-02 21:25:48,012 close.complete
|
| 348 |
+
DEBUG 2026-06-02 21:25:48,028 close.started
|
| 349 |
+
DEBUG 2026-06-02 21:25:48,029 close.complete
|
| 350 |
+
INFO 2026-06-02 21:26:11,154 step=5 epoch=0.01 loss=3.50913 grad=22.9895 lr=1.493e-06 data_s=0.182 update_s=3.612 steps_s=0.215 mfu=0.07%
|
| 351 |
+
INFO 2026-06-02 21:26:29,819 step=10 epoch=0.01 loss=3.85154 grad=25.6644 lr=2.736e-06 data_s=0.160 update_s=3.551 steps_s=0.268 mfu=0.07%
|
| 352 |
+
INFO 2026-06-02 21:26:48,431 step=15 epoch=0.02 loss=3.13083 grad=21.4545 lr=3.980e-06 data_s=0.157 update_s=3.605 steps_s=0.269 mfu=0.07%
|
| 353 |
+
INFO 2026-06-02 21:27:07,073 step=20 epoch=0.03 loss=2.20234 grad=12.3708 lr=5.224e-06 data_s=0.162 update_s=3.585 steps_s=0.268 mfu=0.07%
|
| 354 |
+
INFO 2026-06-02 21:27:07,074 End of training. best_val_loss=inf at step=0
|
| 355 |
+
DEBUG 2026-06-02 21:27:07,178 close.started
|
| 356 |
+
DEBUG 2026-06-02 21:27:07,179 close.complete
|