Instructions to use zelinzang/ddpm-ema-flowers-64 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use zelinzang/ddpm-ema-flowers-64 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("zelinzang/ddpm-ema-flowers-64", 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
Epoch 610
Browse files- checkpoint-25000/optimizer.bin +3 -0
- checkpoint-25000/random_states_0.pkl +3 -0
- checkpoint-25000/scheduler.bin +3 -0
- checkpoint-25000/unet/config.json +46 -0
- checkpoint-25000/unet/diffusion_pytorch_model.bin +3 -0
- checkpoint-25000/unet_ema/config.json +53 -0
- checkpoint-25000/unet_ema/diffusion_pytorch_model.bin +3 -0
- logs/train_unconditional/events.out.tfevents.1678728297.pytorch-51b835aa-mhvxg.112.0 +2 -2
- unet/diffusion_pytorch_model.bin +1 -1
checkpoint-25000/optimizer.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:782ffed84c22850b353ae77ea5c7eb7b4d9a701ae8f166c3e82db1ab735e0b07
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size 909763235
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checkpoint-25000/random_states_0.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:690958c82c6e26b70145b7d4ba4e1eace8c65db10cc8e243d0cecf9ec9f245a0
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size 15691
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checkpoint-25000/scheduler.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:46044c7695f748ea072012e2aec676fd300741c6d0355506ceac5aa22e4df827
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size 563
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checkpoint-25000/unet/config.json
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{
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"_class_name": "UNet2DModel",
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"_diffusers_version": "0.15.0.dev0",
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"act_fn": "silu",
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"add_attention": true,
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"attention_head_dim": 8,
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"block_out_channels": [
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128,
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128,
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256,
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256,
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512,
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512
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],
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"center_input_sample": false,
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"class_embed_type": null,
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"down_block_types": [
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"DownBlock2D",
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"DownBlock2D",
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"DownBlock2D",
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"DownBlock2D",
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"AttnDownBlock2D",
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"DownBlock2D"
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],
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"downsample_padding": 1,
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"flip_sin_to_cos": true,
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"freq_shift": 0,
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"in_channels": 3,
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"layers_per_block": 2,
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"mid_block_scale_factor": 1,
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"norm_eps": 1e-05,
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"norm_num_groups": 32,
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"num_class_embeds": null,
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"out_channels": 3,
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"resnet_time_scale_shift": "default",
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"sample_size": 64,
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"time_embedding_type": "positional",
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"up_block_types": [
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"UpBlock2D",
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"AttnUpBlock2D",
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"UpBlock2D",
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"UpBlock2D",
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"UpBlock2D",
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"UpBlock2D"
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]
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}
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checkpoint-25000/unet/diffusion_pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9924a76e94dd5961025e5a692c803706f63a5055403e9d7ad1296b21f005680
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size 454867325
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checkpoint-25000/unet_ema/config.json
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{
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"_class_name": "UNet2DModel",
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"_diffusers_version": "0.15.0.dev0",
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"act_fn": "silu",
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"add_attention": true,
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"attention_head_dim": 8,
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"block_out_channels": [
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128,
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128,
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256,
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256,
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512,
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512
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],
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"center_input_sample": false,
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"class_embed_type": null,
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"decay": 0.9999,
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"down_block_types": [
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"DownBlock2D",
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"DownBlock2D",
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"DownBlock2D",
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"DownBlock2D",
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"AttnDownBlock2D",
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"DownBlock2D"
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],
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"downsample_padding": 1,
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"flip_sin_to_cos": true,
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"freq_shift": 0,
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"in_channels": 3,
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"inv_gamma": 1.0,
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"layers_per_block": 2,
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"mid_block_scale_factor": 1,
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"min_decay": 0.0,
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"norm_eps": 1e-05,
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"norm_num_groups": 32,
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"num_class_embeds": null,
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"optimization_step": 25000,
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"out_channels": 3,
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"power": 0.75,
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"resnet_time_scale_shift": "default",
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"sample_size": 64,
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"time_embedding_type": "positional",
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"up_block_types": [
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"UpBlock2D",
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"AttnUpBlock2D",
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"UpBlock2D",
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"UpBlock2D",
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"UpBlock2D",
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"UpBlock2D"
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],
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"update_after_step": 0,
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"use_ema_warmup": true
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}
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checkpoint-25000/unet_ema/diffusion_pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:89c31a89c2722a7289e40a8cad944357af97bd9bea7a4e82ecb26cadb84bb0ec
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size 454860989
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logs/train_unconditional/events.out.tfevents.1678728297.pytorch-51b835aa-mhvxg.112.0
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size 12524872
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unet/diffusion_pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 454867325
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