Instructions to use albus2024/dita_long with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LeRobot
How to use albus2024/dita_long 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
Download config.json from albus2024/dita_long: direct link, hf CLI and curl.
- Browser
- Download file 1.46 kB
-
https://huggingface.co/albus2024/dita_long/resolve/main/config.json
- Command line
-
hf download hf://albus2024/dita_long/config.json
-
curl -L -o config.json https://huggingface.co/albus2024/dita_long/resolve/main/config.json
1.46 kB
| { | |
| "type": "dita", | |
| "n_obs_steps": 1, | |
| "input_features": { | |
| "observation.images.image": { | |
| "type": "VISUAL", | |
| "shape": [ | |
| 3, | |
| 256, | |
| 256 | |
| ] | |
| } | |
| }, | |
| "output_features": { | |
| "action": { | |
| "type": "ACTION", | |
| "shape": [ | |
| 7 | |
| ] | |
| } | |
| }, | |
| "device": "cuda", | |
| "use_peft": false, | |
| "push_to_hub": false, | |
| "repo_id": null, | |
| "private": null, | |
| "tags": null, | |
| "license": null, | |
| "pretrained_path": null, | |
| "dataset_suite": "libero_10_no_noops", | |
| "num_layers": 12, | |
| "traj_length": 11, | |
| "dropout_rate": 0.0, | |
| "freeze_backbone": false, | |
| "use_qformer": true, | |
| "prediction_type": "epsilon", | |
| "attn_implementation": "eager", | |
| "num_inference_steps": 10, | |
| "tokenizer_max_length": 77, | |
| "image_resolution": [ | |
| 224, | |
| 224 | |
| ], | |
| "chunk_size": 10, | |
| "n_action_steps": 1, | |
| "history_frames": 2, | |
| "gripper_threshold": 0.5, | |
| "normalization_mapping": { | |
| "VISUAL": "IDENTITY", | |
| "ACTION": "QUANTILES", | |
| "LANGUAGE": "IDENTITY" | |
| }, | |
| "optimizer_lr": 0.0005, | |
| "optimizer_betas": [ | |
| 0.9, | |
| 0.95 | |
| ], | |
| "optimizer_eps": 1e-08, | |
| "optimizer_weight_decay": 0.05, | |
| "optimizer_grad_clip_norm": 0.0, | |
| "dtype": "float16", | |
| "gripper_mode": "binary", | |
| "gradient_checkpointing": true, | |
| "optimizer_backbone_lr_scale": 0.1, | |
| "scheduler_warmup_steps": 1000, | |
| "scheduler_decay_steps": 100000, | |
| "scheduler_min_lr_scale": 0.01, | |
| "lora_dropout": 0.0, | |
| "image_preprocessing_device": "cpu" | |
| } | |