test-5-checkpoint-4000
Browse files- test-5-checkpoint-4000/config.json +187 -0
- test-5-checkpoint-4000/dataset_statistics.json +253 -0
- test-5-checkpoint-4000/model.safetensors +3 -0
- test-5-checkpoint-4000/optimizer.pt +3 -0
- test-5-checkpoint-4000/rng_state_0.pth +3 -0
- test-5-checkpoint-4000/rng_state_1.pth +3 -0
- test-5-checkpoint-4000/rng_state_2.pth +3 -0
- test-5-checkpoint-4000/rng_state_3.pth +3 -0
- test-5-checkpoint-4000/rng_state_4.pth +3 -0
- test-5-checkpoint-4000/rng_state_5.pth +3 -0
- test-5-checkpoint-4000/rng_state_6.pth +3 -0
- test-5-checkpoint-4000/rng_state_7.pth +3 -0
- test-5-checkpoint-4000/scheduler.pt +3 -0
- test-5-checkpoint-4000/trainer_state.json +633 -0
- test-5-checkpoint-4000/training_args.bin +3 -0
test-5-checkpoint-4000/config.json
ADDED
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| 1 |
+
{
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| 2 |
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"batch_size": 64,
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| 3 |
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"buffer_size": 64,
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| 4 |
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"eval_mix": "chris_aubo",
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| 5 |
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"frozen_keys": [
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| 6 |
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"*hf_model*"
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| 7 |
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],
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"lora": false,
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| 9 |
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"lora_config": {
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"bias": "none",
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| 11 |
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"lora_alpha": 16,
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| 12 |
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"lora_dropout": 0.05,
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| 13 |
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"r": 8,
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| 14 |
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"target_modules": [
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| 15 |
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"module.octo_transformer.transformer.transformer.encoder_layers.0.attention.out_proj",
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| 16 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.0.mlp_block.mlp.0",
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| 17 |
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"module.octo_transformer.transformer.transformer.encoder_layers.0.mlp_block.mlp.3",
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| 18 |
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"module.octo_transformer.transformer.transformer.encoder_layers.1.attention.out_proj",
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| 19 |
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"module.octo_transformer.transformer.transformer.encoder_layers.1.mlp_block.mlp.0",
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| 20 |
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"module.octo_transformer.transformer.transformer.encoder_layers.1.mlp_block.mlp.3",
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| 21 |
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"module.octo_transformer.transformer.transformer.encoder_layers.2.attention.out_proj",
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| 22 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.2.mlp_block.mlp.0",
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| 23 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.2.mlp_block.mlp.3",
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| 24 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.3.attention.out_proj",
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| 25 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.3.mlp_block.mlp.0",
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| 26 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.3.mlp_block.mlp.3",
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| 27 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.4.attention.out_proj",
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| 28 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.4.mlp_block.mlp.0",
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| 29 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.4.mlp_block.mlp.3",
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| 30 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.5.attention.out_proj",
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| 31 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.5.mlp_block.mlp.0",
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| 32 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.5.mlp_block.mlp.3",
|
| 33 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.6.attention.out_proj",
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| 34 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.6.mlp_block.mlp.0",
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| 35 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.6.mlp_block.mlp.3",
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| 36 |
+
"module.octo_transformer.transformer.transformer.encoder_layers.7.attention.out_proj",
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| 37 |
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"module.octo_transformer.transformer.transformer.encoder_layers.7.mlp_block.mlp.0",
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| 38 |
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"module.octo_transformer.transformer.transformer.encoder_layers.7.mlp_block.mlp.3",
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| 39 |
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"module.octo_transformer.transformer.transformer.encoder_layers.8.attention.out_proj",
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| 40 |
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"module.octo_transformer.transformer.transformer.encoder_layers.8.mlp_block.mlp.0",
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| 41 |
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"module.octo_transformer.transformer.transformer.encoder_layers.8.mlp_block.mlp.3",
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| 42 |
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"module.octo_transformer.transformer.transformer.encoder_layers.9.attention.out_proj",
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| 43 |
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"module.octo_transformer.transformer.transformer.encoder_layers.9.mlp_block.mlp.0",
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| 44 |
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"module.octo_transformer.transformer.transformer.encoder_layers.9.mlp_block.mlp.3",
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| 45 |
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"module.octo_transformer.transformer.transformer.encoder_layers.10.attention.out_proj",
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| 46 |
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"module.octo_transformer.transformer.transformer.encoder_layers.10.mlp_block.mlp.0",
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| 47 |
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"module.octo_transformer.transformer.transformer.encoder_layers.10.mlp_block.mlp.3",
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| 48 |
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"module.octo_transformer.transformer.transformer.encoder_layers.11.attention.out_proj",
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| 49 |
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"module.octo_transformer.transformer.transformer.encoder_layers.11.mlp_block.mlp.0",
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| 50 |
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"module.octo_transformer.transformer.transformer.encoder_layers.11.mlp_block.mlp.3"
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| 51 |
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]
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| 52 |
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},
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| 53 |
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"model": {
|
| 54 |
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"heads": {
|
| 55 |
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"action": {
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| 56 |
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"args": [],
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| 57 |
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"kwargs": {
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| 58 |
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"action_dim": 7,
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| 59 |
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"action_horizon": 4,
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| 60 |
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"dropout_rate": 0.0,
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| 61 |
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"n_diffusion_samples": 1,
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| 62 |
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"readout_key": "readout_action",
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| 63 |
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"token_embedding_size": 768,
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| 64 |
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"use_map": false
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| 65 |
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},
|
| 66 |
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"module": "octo.model.components.action_heads",
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| 67 |
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"name": "DiffusionActionHead"
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| 68 |
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}
|
| 69 |
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},
|
| 70 |
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"max_horizon": 10,
|
| 71 |
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"observation_tokenizers": {
|
| 72 |
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"primary": {
|
| 73 |
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"args": [],
|
| 74 |
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"kwargs": {
|
| 75 |
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"encoder": {
|
| 76 |
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"args": [],
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| 77 |
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"kwargs": {
|
| 78 |
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"in_features": 6
|
| 79 |
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},
|
| 80 |
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"module": "octo.model.components.vit_encoders",
|
| 81 |
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"name": "SmallStem16"
|
| 82 |
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},
|
| 83 |
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"obs_stack_keys": [
|
| 84 |
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"image_primary"
|
| 85 |
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],
|
| 86 |
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"task_stack_keys": [
|
| 87 |
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"image_primary"
|
| 88 |
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]
|
| 89 |
+
},
|
| 90 |
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"module": "octo.model.components.tokenizers",
|
| 91 |
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"name": "ImageTokenizer"
|
| 92 |
+
}
|
| 93 |
+
},
|
| 94 |
+
"readouts": {
|
| 95 |
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"action": 1
|
| 96 |
+
},
|
| 97 |
+
"repeat_task_tokens": true,
|
| 98 |
+
"task_tokenizers": {
|
| 99 |
+
"language": {
|
| 100 |
+
"args": [],
|
| 101 |
+
"kwargs": {
|
| 102 |
+
"encoder": "t5-base",
|
| 103 |
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"finetune_encoder": false
|
| 104 |
+
},
|
| 105 |
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"module": "octo.model.components.tokenizers",
|
| 106 |
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"name": "LanguageTokenizer"
|
| 107 |
+
}
|
| 108 |
+
},
|
| 109 |
+
"token_embedding_size": 768,
|
| 110 |
+
"transformer_kwargs": {
|
| 111 |
+
"add_position_embedding": false,
|
| 112 |
+
"attention_dropout_rate": 0.0,
|
| 113 |
+
"dropout_rate": 0.0,
|
| 114 |
+
"mlp_dim": 3072,
|
| 115 |
+
"num_attention_heads": 12,
|
| 116 |
+
"num_layers": 12
|
| 117 |
+
},
|
| 118 |
+
"use_correct_attention": true
|
| 119 |
+
},
|
| 120 |
+
"normalize_method": "sign",
|
| 121 |
+
"obs_token_nums": {
|
| 122 |
+
"primary": 256
|
| 123 |
+
},
|
| 124 |
+
"output_dir": "octo_base_aubo_checkpoints",
|
| 125 |
+
"pretrained": {
|
| 126 |
+
"kwargs": {
|
| 127 |
+
"subpath": "oxe-g2-checkpoint-300000"
|
| 128 |
+
},
|
| 129 |
+
"model": "hf://chuanmew/octo_torch"
|
| 130 |
+
},
|
| 131 |
+
"run_name": "aubo",
|
| 132 |
+
"sampler_num_samples": 2560000,
|
| 133 |
+
"seed": 2,
|
| 134 |
+
"subsample_length": 99999,
|
| 135 |
+
"text_processor": {
|
| 136 |
+
"args": [],
|
| 137 |
+
"kwargs": {
|
| 138 |
+
"encode_with_model": false,
|
| 139 |
+
"tokenizer_kwargs": {
|
| 140 |
+
"max_length": 16,
|
| 141 |
+
"padding": "max_length",
|
| 142 |
+
"return_tensors": "np",
|
| 143 |
+
"truncation": true
|
| 144 |
+
},
|
| 145 |
+
"tokenizer_name": "t5-base"
|
| 146 |
+
},
|
| 147 |
+
"module": "octo.components.text_processing",
|
| 148 |
+
"name": "HFTokenizer"
|
| 149 |
+
},
|
| 150 |
+
"train_mix": "czy_aubo",
|
| 151 |
+
"training_arguments": {
|
| 152 |
+
"bf16": true,
|
| 153 |
+
"dataloader_pin_memory": true,
|
| 154 |
+
"ddp_find_unused_parameters": true,
|
| 155 |
+
"eval_steps": 100,
|
| 156 |
+
"gradient_accumulation_steps": 4,
|
| 157 |
+
"learning_rate": 5e-05,
|
| 158 |
+
"logging_nan_inf_filter": false,
|
| 159 |
+
"logging_steps": 100,
|
| 160 |
+
"lr_scheduler_kwargs": {
|
| 161 |
+
"decay_type": "cosine",
|
| 162 |
+
"min_lr_ratio": 0.05,
|
| 163 |
+
"num_decay_steps": 298000
|
| 164 |
+
},
|
| 165 |
+
"lr_scheduler_type": "constant",
|
| 166 |
+
"max_grad_norm": 1.0,
|
| 167 |
+
"max_steps": 300000,
|
| 168 |
+
"optim": "adamw_torch_fused",
|
| 169 |
+
"per_device_eval_batch_size": 1,
|
| 170 |
+
"per_device_train_batch_size": 1,
|
| 171 |
+
"report_to": "wandb",
|
| 172 |
+
"save_safetensors": true,
|
| 173 |
+
"save_steps": 500,
|
| 174 |
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"torch_compile": true,
|
| 175 |
+
"warmup_steps": 2000,
|
| 176 |
+
"weight_decay": 0.1
|
| 177 |
+
},
|
| 178 |
+
"training_keys": [
|
| 179 |
+
"*action*",
|
| 180 |
+
"*task_projections*",
|
| 181 |
+
"*obs_projections*",
|
| 182 |
+
"*readout_embeddings*",
|
| 183 |
+
"*task_pos_embeddings*",
|
| 184 |
+
"*obs_pos_embeddings*",
|
| 185 |
+
"*observation_tokenizers*"
|
| 186 |
+
]
|
| 187 |
+
}
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test-5-checkpoint-4000/dataset_statistics.json
ADDED
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@@ -0,0 +1,253 @@
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|
test-5-checkpoint-4000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:5af203d1e14f5f535e1e4598a6c1bd50f6c174b130f9c5233ea55d2672400d54
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| 3 |
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size 5496
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