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README.md
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tags:
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- model_hub_mixin
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- pytorch_model_hub_mixin
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---
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This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
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- S: single RTX 4060ti 16G for 24 hrs,
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- B: single RTX 4060ti 16G for 90 hrs,
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- L: single RTX 4090D 24G for 48 hrs, followed by single RTX 4060ti 16G for 100 hrs.
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- loss curve: all variants witnessed a dramatic loss in the first epoch from above 1.0000 to around 0.2000, followed by a much slower decrease to finally reach loss=0.1600 at 20th epoch. DiT-S finally reached 0.1590; DiT-B finally reached 0.1525; DiT-L finally reached 0.
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### Performance and Limitations
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- The models demonstrates basic abilities to understand genres and styles and produce visually-appealing paintings (at first glance).
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tags:
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- model_hub_mixin
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- pytorch_model_hub_mixin
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license: mit
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datasets:
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- Artificio/WikiArt
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pipeline_tag: unconditional-image-generation
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---
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This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
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- S: single RTX 4060ti 16G for 24 hrs,
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- B: single RTX 4060ti 16G for 90 hrs,
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- L: single RTX 4090D 24G for 48 hrs, followed by single RTX 4060ti 16G for 100 hrs.
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- loss curve: all variants witnessed a dramatic loss in the first epoch from above 1.0000 to around 0.2000, followed by a much slower decrease to finally reach loss=0.1600 at 20th epoch. DiT-S finally reached 0.1590; DiT-B finally reached 0.1525; DiT-L finally reached 0.1510.
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### Performance and Limitations
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- The models demonstrates basic abilities to understand genres and styles and produce visually-appealing paintings (at first glance).
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