Instructions to use Cccccz/HY with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Cccccz/HY with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Cccccz/HY", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Upload batch 18: 13 files (7.20 GiB)
Browse files- checkpoints/predictor_v4_rollout_fppp_blocks1-52_overfit8_seed20260721_fp32master_8gpu_flr1e-4_blr1e-5_schedsteps2000_swarmup8_bwarmup8_swanlab/training_latest.pt +3 -0
- checkpoints/predictor_v4_rollout_smoke_8gpu_flr1e-5_blr1e-6_schedsteps2_swarmup50_bwarmup-none/predictor_step_00002.safetensors +3 -0
- checkpoints/predictor_v4_rollout_smoke_8gpu_flr1e-5_blr1e-6_schedsteps2_swarmup50_bwarmup-none/train_config.json +47 -0
- checkpoints/predictor_v4_rollout_smoke_8gpu_flr1e-5_blr1e-6_schedsteps2_swarmup50_bwarmup-none/train_log.jsonl +2 -0
- checkpoints/predictor_v4_rollout_smoke_8gpu_flr1e-5_blr1e-6_schedsteps2_swarmup50_bwarmup-none/training_latest.pt +3 -0
- checkpoints/predictor_v4_rollout_smoke_full_single_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/train_config.json +47 -0
- checkpoints/predictor_v4_rollout_smoke_full_single_v2_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/predictor_step_00001.safetensors +3 -0
- checkpoints/predictor_v4_rollout_smoke_full_single_v2_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/train_config.json +47 -0
- checkpoints/predictor_v4_rollout_smoke_full_single_v2_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/train_log.jsonl +1 -0
- checkpoints/predictor_v4_rollout_smoke_full_single_v2_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/training_latest.pt +3 -0
- checkpoints/predictor_v4_rollout_smoke_latent-grad_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/predictor_step_00001.safetensors +3 -0
- checkpoints/predictor_v4_rollout_smoke_latent-grad_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/train_config.json +47 -0
- checkpoints/predictor_v4_rollout_smoke_latent-grad_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/train_log.jsonl +1 -0
checkpoints/predictor_v4_rollout_fppp_blocks1-52_overfit8_seed20260721_fp32master_8gpu_flr1e-4_blr1e-5_schedsteps2000_swarmup8_bwarmup8_swanlab/training_latest.pt
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checkpoints/predictor_v4_rollout_smoke_8gpu_flr1e-5_blr1e-6_schedsteps2_swarmup50_bwarmup-none/predictor_step_00002.safetensors
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checkpoints/predictor_v4_rollout_smoke_8gpu_flr1e-5_blr1e-6_schedsteps2_swarmup50_bwarmup-none/train_config.json
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{
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"base_model": "/mnt/s3files/s3-us-west2-default/zoubin/cz/checkpoints/hy_worldplay/huggingface/hub/models--tencent--HunyuanVideo-1.5/snapshots/9b49404b3f5df2a8f0b31df27a0c7ab872e7b038",
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"output_dir": "/mnt/s3files/s3-us-west2-default/zoubin/cz/projects/HY-WorldPlay-DEV-Predictor/checkpoints/predictor_v4_rollout_smoke_8gpu_flr1e-5_blr1e-6_schedsteps2_swarmup50_bwarmup-none",
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1,
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],
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"swanlab_experiment": "predictor-v4-rollout-fppp-1-52-8gpu-2000steps",
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"swanlab_mode": "disabled",
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"swanlab_project": "HY-WorldPlay-Predictor-v4",
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| 38 |
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| 39 |
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"teacher_checkpoint": "/mnt/s3files/s3-us-west2-default/zoubin/cz/checkpoints/hy_worldplay/huggingface/hub/models--tencent--HY-WorldPlay/snapshots/f4c29235647707b571479a69b569e4166f9f5bf8/ar_distilled_action_model/diffusion_pytorch_model.safetensors",
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"trainable_parameters": 197218816,
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}
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checkpoints/predictor_v4_rollout_smoke_8gpu_flr1e-5_blr1e-6_schedsteps2_swarmup50_bwarmup-none/train_log.jsonl
ADDED
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{"batch_in_epoch": 1, "epoch": 0, "global_step": 1, "grad_norm_max": 0.04052734375, "hidden_mse_step1": 0.011618375231461999, "hidden_mse_step2": 0.013987048005219549, "hidden_mse_step3": 0.01689611858455464, "loss": 0.013338339569080352, "lr_blocks": 4e-08, "lr_fusion": 4.0000000000000003e-07, "peak_memory_gib": 47.582953453063965, "trajectory_time_s": 81.97154285112265, "velocity_mse_step1": 0.009096657169201144, "velocity_mse_step2": 0.010728619466785208, "velocity_mse_step3": 0.01593958613479377}
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{"batch_in_epoch": 2, "epoch": 0, "global_step": 2, "grad_norm_max": 0.0625, "hidden_mse_step1": 0.01917185743721867, "hidden_mse_step2": 0.021857682873295353, "hidden_mse_step3": 0.024719686214146868, "loss": 0.02573103164572136, "lr_blocks": 6e-08, "lr_fusion": 6.000000000000001e-07, "peak_memory_gib": 48.31588268280029, "trajectory_time_s": 79.01340394999352, "velocity_mse_step1": 0.01932535518946159, "velocity_mse_step2": 0.02160948164445082, "velocity_mse_step3": 0.029683332116941786}
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checkpoints/predictor_v4_rollout_smoke_8gpu_flr1e-5_blr1e-6_schedsteps2_swarmup50_bwarmup-none/training_latest.pt
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version https://git-lfs.github.com/spec/v1
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size 1485498574
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checkpoints/predictor_v4_rollout_smoke_full_single_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/train_config.json
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{
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"base_model": "/mnt/s3files/s3-us-west2-default/zoubin/cz/checkpoints/hy_worldplay/huggingface/hub/models--tencent--HunyuanVideo-1.5/snapshots/9b49404b3f5df2a8f0b31df27a0c7ab872e7b038",
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"dtype": "bfloat16",
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"output_dir": "/mnt/s3files/s3-us-west2-default/zoubin/cz/projects/HY-WorldPlay-DEV-Predictor/checkpoints/predictor_v4_rollout_smoke_full_single_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none",
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"resume": null,
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"reuse_image_condition_latent": true,
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"schedule": "chunk0=FFFF,chunks1-7=FPPP",
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"swanlab_experiment": "predictor-v4-rollout-fppp-1-52-8gpu-2000steps",
|
| 36 |
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"swanlab_mode": "disabled",
|
| 37 |
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"swanlab_project": "HY-WorldPlay-Predictor-v4",
|
| 38 |
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|
| 39 |
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"teacher_checkpoint": "/mnt/s3files/s3-us-west2-default/zoubin/cz/checkpoints/hy_worldplay/huggingface/hub/models--tencent--HY-WorldPlay/snapshots/f4c29235647707b571479a69b569e4166f9f5bf8/ar_distilled_action_model/diffusion_pytorch_model.safetensors",
|
| 40 |
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"trainable_parameters": 197218816,
|
| 41 |
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"trajectories": 1,
|
| 42 |
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|
| 43 |
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| 44 |
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| 45 |
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"weight_decay": 0.01,
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| 46 |
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"world_size": 1
|
| 47 |
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}
|
checkpoints/predictor_v4_rollout_smoke_full_single_v2_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/predictor_step_00001.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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size 696559936
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checkpoints/predictor_v4_rollout_smoke_full_single_v2_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/train_config.json
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{
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"fusion_lr": 1e-05,
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"gpu": "NVIDIA H100 80GB HBM3",
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"init_weights": "/mnt/s3files/s3-us-west2-default/zoubin/cz/projects/HY-WorldPlay-DEV-Predictor/checkpoints/predictor_v4_prefeature_blocks1-52_bf16_8gpu_flr1e-4_blr1e-5_schedsteps2000_swarmup100_bwarmup100_swanlab/predictor_step_02000.safetensors",
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| 18 |
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"online_teacher_targets": true,
|
| 19 |
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"online_text_kv": true,
|
| 20 |
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"output_dir": "/mnt/s3files/s3-us-west2-default/zoubin/cz/projects/HY-WorldPlay-DEV-Predictor/checkpoints/predictor_v4_rollout_smoke_full_single_v2_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none",
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| 21 |
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"resume": null,
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"reuse_image_condition_latent": true,
|
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"schedule": "chunk0=FFFF,chunks1-7=FPPP",
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"scheduler_validation": {
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},
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"swanlab_experiment": "predictor-v4-rollout-fppp-1-52-8gpu-2000steps",
|
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"swanlab_mode": "disabled",
|
| 37 |
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"swanlab_project": "HY-WorldPlay-Predictor-v4",
|
| 38 |
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|
| 39 |
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"teacher_checkpoint": "/mnt/s3files/s3-us-west2-default/zoubin/cz/checkpoints/hy_worldplay/huggingface/hub/models--tencent--HY-WorldPlay/snapshots/f4c29235647707b571479a69b569e4166f9f5bf8/ar_distilled_action_model/diffusion_pytorch_model.safetensors",
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"trainable_parameters": 197218816,
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checkpoints/predictor_v4_rollout_smoke_full_single_v2_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/train_log.jsonl
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checkpoints/predictor_v4_rollout_smoke_full_single_v2_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/training_latest.pt
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checkpoints/predictor_v4_rollout_smoke_latent-grad_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/predictor_step_00001.safetensors
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checkpoints/predictor_v4_rollout_smoke_latent-grad_flr1e-5_blr1e-6_schedsteps1_swarmup50_bwarmup-none/train_log.jsonl
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