Upload folder using huggingface_hub
Browse files- config.json +117 -0
- model.safetensors +3 -0
- policy_postprocessor.json +32 -0
- policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- policy_preprocessor.json +103 -0
- policy_preprocessor_step_5_normalizer_processor.safetensors +3 -0
- train_config.json +255 -0
config.json
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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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},
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"observation.images.camera1": {
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"type": "VISUAL",
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"shape": [
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3,
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256,
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256
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]
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},
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"observation.images.camera2": {
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"type": "VISUAL",
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"shape": [
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3,
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256,
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256
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]
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},
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"observation.images.camera3": {
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"type": "VISUAL",
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"shape": [
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3,
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256,
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256
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]
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},
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"observation.images.empty_camera_0": {
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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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]
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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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]
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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": true,
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"use_peft": false,
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"push_to_hub": true,
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"repo_id": "robot-learning-group47/eval1_hardheavy_diff30x3_boost55_from_7kbooster_lr3e5",
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"private": null,
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"tags": null,
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"license": null,
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"pretrained_path": "/home/shadeform/lerobot/models/eval1_newdata_7k_booster_lr5e5",
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"chunk_size": 30,
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"n_action_steps": 30,
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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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256,
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256
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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": 3e-05,
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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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"optimizer_eps": 1e-08,
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"optimizer_weight_decay": 1e-10,
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"optimizer_grad_clip_norm": 10.0,
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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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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:46d78e6faecf7bed15f47fc97a48b51f97e32c5fe8d5b1ad6bdde6173e0b6719
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size 906712520
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policy_postprocessor.json
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{
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"name": "policy_postprocessor",
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"steps": [
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{
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"registry_name": "unnormalizer_processor",
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"config": {
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"eps": 1e-08,
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"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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"norm_map": {
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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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},
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"state_file": "policy_postprocessor_step_0_unnormalizer_processor.safetensors"
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},
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{
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"registry_name": "device_processor",
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"config": {
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"device": "cpu",
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"float_dtype": null
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}
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}
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]
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}
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policy_postprocessor_step_0_unnormalizer_processor.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a1f85ba7895545293d05f7669f531cf29831a71dac571a080c307b20f6d72f6
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size 8608
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policy_preprocessor.json
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{
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"name": "policy_preprocessor",
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"steps": [
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| 4 |
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{
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| 5 |
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"registry_name": "rename_observations_processor",
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| 6 |
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"config": {
|
| 7 |
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"rename_map": {}
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| 8 |
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}
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| 9 |
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},
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| 10 |
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{
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| 11 |
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"registry_name": "to_batch_processor",
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| 12 |
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"config": {}
|
| 13 |
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},
|
| 14 |
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{
|
| 15 |
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"registry_name": "smolvla_new_line_processor",
|
| 16 |
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"config": {}
|
| 17 |
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},
|
| 18 |
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{
|
| 19 |
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"registry_name": "tokenizer_processor",
|
| 20 |
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"config": {
|
| 21 |
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"max_length": 48,
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| 22 |
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"task_key": "task",
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| 23 |
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"padding_side": "right",
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| 24 |
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"padding": "max_length",
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| 25 |
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"truncation": true,
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| 26 |
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"tokenizer_name": "HuggingFaceTB/SmolVLM2-500M-Video-Instruct"
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| 27 |
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}
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| 28 |
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},
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| 29 |
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{
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| 30 |
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"registry_name": "device_processor",
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| 31 |
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"config": {
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| 32 |
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"device": "cuda",
|
| 33 |
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"float_dtype": null
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| 34 |
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}
|
| 35 |
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},
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| 36 |
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{
|
| 37 |
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"registry_name": "normalizer_processor",
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| 38 |
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"config": {
|
| 39 |
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"eps": 1e-08,
|
| 40 |
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"features": {
|
| 41 |
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"observation.state": {
|
| 42 |
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"type": "STATE",
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| 43 |
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"shape": [
|
| 44 |
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6
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]
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| 46 |
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},
|
| 47 |
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"observation.images.camera1": {
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| 48 |
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"type": "VISUAL",
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| 49 |
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"shape": [
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| 50 |
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3,
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256,
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| 52 |
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256
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| 53 |
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]
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| 54 |
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},
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| 55 |
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"observation.images.camera2": {
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| 56 |
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"type": "VISUAL",
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| 57 |
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"shape": [
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| 58 |
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3,
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256,
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| 60 |
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256
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| 61 |
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]
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},
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| 63 |
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"observation.images.camera3": {
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| 64 |
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"type": "VISUAL",
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| 65 |
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"shape": [
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3,
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256,
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256
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]
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},
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| 71 |
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"observation.images.empty_camera_0": {
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| 72 |
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"type": "VISUAL",
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| 73 |
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"shape": [
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| 74 |
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3,
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480,
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| 76 |
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640
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]
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},
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| 79 |
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"observation.images.empty_camera_1": {
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"type": "VISUAL",
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| 81 |
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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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| 86 |
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},
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"action": {
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"type": "ACTION",
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"shape": [
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6
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]
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| 92 |
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}
|
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},
|
| 94 |
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"norm_map": {
|
| 95 |
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"VISUAL": "IDENTITY",
|
| 96 |
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"STATE": "MEAN_STD",
|
| 97 |
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"ACTION": "MEAN_STD"
|
| 98 |
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}
|
| 99 |
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},
|
| 100 |
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"state_file": "policy_preprocessor_step_5_normalizer_processor.safetensors"
|
| 101 |
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}
|
| 102 |
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]
|
| 103 |
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}
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policy_preprocessor_step_5_normalizer_processor.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:66f798e4eb80e61c8512efad3f756b246c3117b19e27fe22a958d12a0a7d2a07
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size 8616
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train_config.json
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