Robotics
LeRobot
Safetensors
smolvla
ThiennNguyen commited on
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  1. config.json +118 -0
  2. model.safetensors +3 -0
config.json ADDED
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+ {
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+ "type": "smolvla",
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+ "n_obs_steps": 1,
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+ "input_features": {
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+ "observation.state": {
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+ "type": "STATE",
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+ "shape": [
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+ },
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+ "type": "VISUAL",
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+ "type": "VISUAL",
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+ },
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+ "type": "VISUAL",
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+ ]
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+ },
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+ },
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+ "observation.images.empty_camera_1": {
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+ "type": "VISUAL",
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+ "shape": [
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+ 3,
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+ 480,
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+ 640
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+ ]
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+ }
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+ },
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+ "output_features": {
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+ "action": {
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+ "type": "ACTION",
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+ "shape": [
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+ ]
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+ }
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+ },
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+ "device": "cuda",
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+ "use_amp": false,
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+ "use_peft": false,
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+ "push_to_hub": true,
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+ "repo_id": "ThiennNguyen/smolvla_candy",
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+ "private": null,
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+ "tags": null,
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+ "license": null,
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+ "pretrained_path": "lerobot/smolvla_base",
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+ "pretrained_revision": null,
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+ "chunk_size": 50,
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+ "n_action_steps": 50,
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+ "normalization_mapping": {
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+ "VISUAL": "IDENTITY",
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+ "STATE": "MEAN_STD",
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+ "ACTION": "MEAN_STD"
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+ },
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+ "max_state_dim": 32,
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+ "max_action_dim": 32,
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+ "resize_imgs_with_padding": [
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+ 512,
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+ 512
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+ ],
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+ "empty_cameras": 2,
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+ "adapt_to_pi_aloha": false,
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+ "use_delta_joint_actions_aloha": false,
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+ "tokenizer_max_length": 48,
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+ "num_steps": 10,
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+ "use_cache": true,
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+ "freeze_vision_encoder": true,
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+ "train_expert_only": true,
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+ "train_state_proj": true,
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+ "optimizer_lr": 0.0001,
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+ "optimizer_betas": [
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+ 0.95
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+ ],
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+ "optimizer_eps": 1e-08,
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+ "optimizer_weight_decay": 1e-10,
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+ "scheduler_warmup_steps": 1000,
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+ "scheduler_decay_steps": 30000,
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+ "scheduler_decay_lr": 2.5e-06,
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+ "vlm_model_name": "HuggingFaceTB/SmolVLM2-500M-Video-Instruct",
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+ "load_vlm_weights": true,
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+ "add_image_special_tokens": false,
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+ "attention_mode": "cross_attn",
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+ "prefix_length": 0,
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+ "pad_language_to": "max_length",
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+ "num_expert_layers": 0,
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+ "num_vlm_layers": 16,
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+ "self_attn_every_n_layers": 2,
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+ "expert_width_multiplier": 0.75,
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+ "min_period": 0.004,
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+ "max_period": 4.0,
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+ "rtc_config": null,
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+ "compile_model": false,
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+ "compile_mode": "max-autotune"
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+ }
model.safetensors ADDED
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