Instructions to use CarolinePascal/flux_sample with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use CarolinePascal/flux_sample with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Download config.json from CarolinePascal/flux_sample: direct link, hf CLI and curl.
- Browser
- Download file 3.52 kB
-
https://huggingface.co/CarolinePascal/flux_sample/resolve/main/config.json
- Command line
-
hf download hf://CarolinePascal/flux_sample/config.json
-
curl -L -o config.json https://huggingface.co/CarolinePascal/flux_sample/resolve/main/config.json
3.52 kB
| { | |
| "type": "flux3", | |
| "n_obs_steps": 1, | |
| "input_features": { | |
| "observation.images.scene": { | |
| "type": "VISUAL", | |
| "shape": [ | |
| 3, | |
| 256, | |
| 256 | |
| ] | |
| }, | |
| "observation.images.wrist": { | |
| "type": "VISUAL", | |
| "shape": [ | |
| 3, | |
| 256, | |
| 256 | |
| ] | |
| }, | |
| "observation.state": { | |
| "type": "STATE", | |
| "shape": [ | |
| 6 | |
| ] | |
| } | |
| }, | |
| "output_features": { | |
| "action": { | |
| "type": "ACTION", | |
| "shape": [ | |
| 6 | |
| ] | |
| } | |
| }, | |
| "device": "cuda", | |
| "use_amp": false, | |
| "use_peft": true, | |
| "push_to_hub": false, | |
| "repo_id": null, | |
| "private": null, | |
| "tags": null, | |
| "license": null, | |
| "pretrained_path": "/fsx/caroline_pascal/models/so101", | |
| "pretrained_revision": null, | |
| "conditioning": "history", | |
| "packer": null, | |
| "condition_on_past_actions": false, | |
| "action_representation": "delta", | |
| "delta_absolute_dims": [ | |
| -1 | |
| ], | |
| "text_fixed_length": 320, | |
| "video_position_fps": 24.0, | |
| "history_snapshots": 1, | |
| "normalization_stats": null, | |
| "normalization_clip": 6.0, | |
| "separate_timesteps": true, | |
| "video_logit_mean": 1.08, | |
| "video_logit_std": 1.0, | |
| "conditioning_noise_max": 0.2, | |
| "loss_reduction": "modalities", | |
| "action_channel_weights": [ | |
| 1.0, | |
| 1.0, | |
| 1.0, | |
| 1.0, | |
| 1.0, | |
| 2.0 | |
| ], | |
| "gradient_checkpointing": true, | |
| "chunk_size": 32, | |
| "n_action_steps": 30, | |
| "fps": 30.0, | |
| "camera_layout": "side_by_side", | |
| "camera_keys": [ | |
| "observation.images.scene", | |
| "observation.images.wrist" | |
| ], | |
| "canvas_hw": [ | |
| 256, | |
| 512 | |
| ], | |
| "action_modality": "action", | |
| "action_scale": 2.0, | |
| "gripper_flip_dims": [], | |
| "use_relative_actions": false, | |
| "relative_exclude_joints": [ | |
| "gripper" | |
| ], | |
| "action_feature_names": [ | |
| "shoulder_pan.pos", | |
| "shoulder_lift.pos", | |
| "elbow_flex.pos", | |
| "wrist_flex.pos", | |
| "wrist_roll.pos", | |
| "gripper.pos" | |
| ], | |
| "normalization_mapping": { | |
| "VISUAL": "IDENTITY", | |
| "STATE": "IDENTITY", | |
| "ACTION": "IDENTITY" | |
| }, | |
| "trunk_weights": null, | |
| "video_vae_id": "/fsx/caroline_pascal/models/so101/components/video_vae.safetensors", | |
| "text_encoder_id": "/fsx/caroline_pascal/models/so101/components/text_encoder", | |
| "dit_config": null, | |
| "content_streams": [ | |
| "video", | |
| "video_cond" | |
| ], | |
| "attn_mode": "torch", | |
| "dtype": "bfloat16", | |
| "compile_model": false, | |
| "sampler": "cosmos_unipc", | |
| "num_inference_steps": 4, | |
| "guidance_scale": 3.0, | |
| "guidance_scale_action": null, | |
| "sampler_shift": 5.0, | |
| "inference_seed": 0, | |
| "head_init_seed": 0, | |
| "train_timestep_width": 0.75, | |
| "train_timestep_shift": 42.0, | |
| "action_loss_weight": 0.5, | |
| "video_loss_weight": 1.0, | |
| "caption_dropout": 0.1, | |
| "augment": false, | |
| "optimizer_lr": 0.0001, | |
| "optimizer_lr_heads_multiplier": 5.0, | |
| "optimizer_betas": [ | |
| 0.9, | |
| 0.999 | |
| ], | |
| "optimizer_eps": 1e-08, | |
| "optimizer_weight_decay": 0.0, | |
| "optimizer_grad_clip_norm": 1.0, | |
| "scheduler_freeze_backbone_steps": 0, | |
| "scheduler_warmup_steps": 0, | |
| "scheduler_warmup_steps_heads": 0, | |
| "scheduler_decay_steps": 0, | |
| "scheduler_cooldown_steps": 0 | |
| } |