Upload baselines/vitra-cotrain/H100_R000/config.json with huggingface_hub
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baselines/vitra-cotrain/H100_R000/config.json
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{
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"vla_name": "VITRA_Paligemma",
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"task_name": "Cotrain_H100_R000_seed42",
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"model": "vitra_paligemma2",
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"fwd_pred_next_n": 16,
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"seed": 42,
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"batch_size": 8,
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"total_batch_size": 32,
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"output_root": "/rlwrld-unified-checkpoints/seunghoon/vitra_cotrain/runs/checkpoints",
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"log_root": "/rlwrld-unified-checkpoints/seunghoon/vitra_cotrain/runs/logs",
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"cache_root": "/rlwrld-unified-checkpoints/seunghoon/vitra_cotrain/runs/cache/vitra_paligemma2",
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"pretrain_path": "/sjw_alinlab/home/seunghoon/vitra_cotrain/models/vitra-vla-3b.pt",
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"model_load_path": null,
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"resume": true,
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"wandb_project": "vitra_inspire_cotrain",
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"wandb_entity": "",
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"save_steps": 2500,
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"epoch_save_interval": 100000,
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"use_bf16": true,
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"use_fov": true,
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"untied_cognition_token": true,
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"use_state": "DiT",
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"loss_type": "robot",
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"train_setup": {
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"freeze_option": "freeze_vision_encoder"
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},
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"state_encoder": {
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"state_dim": 212
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},
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"action_model": {
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"model_type": "DiT-B",
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"token_size": 2304,
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"action_dim": 192,
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"hidden_size": 1024
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},
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"vlm": {
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"type": "PaliGemmaForConditionalGeneration",
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"name": "paligemma",
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"pretrained_model_name_or_path": "/sjw_alinlab/home/seunghoon/vitra_cotrain/models/paligemma2-3b-mix-224"
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},
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"trainer": {
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"sharding_strategy": "shard-grad-op",
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"strategy": "fsdp_paligemma_with_checkpointing",
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"lr_scheduler_type": "backbone-freeze-warmup",
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"learning_rate": 3.5e-06,
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"gradient_clip_val": 1.0,
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"weight_decay": 0.1,
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"max_epochs": 100000,
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"max_steps": 10000,
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"reduce_in_full_precision": true,
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"enable_mixed_precision_training": false,
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"enable_gradient_checkpointing": true,
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"action_model_learning_rate": 3.5e-06,
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"llm_freeze_step": 0,
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"warmup_ratio": null,
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"optimizer_betas": [
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0.9,
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0.95
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]
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},
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"train_dataset": {
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"data_root_dir": "/sjw_alinlab/home/seunghoon/vitra_cotrain/subsets/H100_R000",
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"augmentation": true,
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"set_none_ratio": 0.0,
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"data_mix": "inspire_cotrain",
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"num_workers": 8,
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"prefetch_factor": null,
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"flip_augmentation": 1.0,
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"action_type": "angle",
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"use_rel": false,
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"clip_len": null,
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"normalization": true,
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"state_mask_prob": 0.1,
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"mixture": {
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"human_dataset": "vitra_human",
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"robot_dataset": "inspire_robot",
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"human_ratio": 100.0,
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"robot_ratio": 0.0,
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"samples_per_epoch": 100000,
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"human_root_dir": null,
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"robot_root_dir": null,
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"human_statistics_path": null,
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"robot_statistics_path": null
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}
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},
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"repeated_diffusion_steps": 2,
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"config": "/tmp/tmp.LMzFpMvuD8.json",
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"data_mix": null,
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"debug": false,
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"num_workers": null,
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"prefetch_factor": null
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}
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