Ethanfel

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Joined on 2026-01-04

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30

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Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-06 12:43:21 +02:00

eb63c1ead7 feat: add LoRA dropout, LoRA+ asymmetric LR, and curriculum timestep sampling

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-06 02:34:55 +02:00

5baa070e61 docs: add observations section with fp32/batch/precision findings

Ethanfel pushed to feature/lora-training at Ethanfel/ComfyUI-SelVA 2026-04-06 02:34:53 +02:00

95136b53a0 docs: add observations section with fp32/batch/precision findings

Ethanfel pushed to feature/lora-training at Ethanfel/ComfyUI-SelVA 2026-04-06 01:43:37 +02:00

8f31d00beb docs: add prompt guide and masking note to dataset preparation section

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-06 01:43:30 +02:00

9fc739fe9e docs: add prompt guide and masking note to dataset preparation section

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-06 01:21:11 +02:00

57fae4a8ce chore: default timestep_mode back to uniform

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-06 01:14:05 +02:00

8e919c0459 fix: resolve relative and Unix-style output_dir paths to ComfyUI output folder

Ethanfel pushed to feature/lora-training at Ethanfel/ComfyUI-SelVA 2026-04-06 01:14:02 +02:00

3ee1893e10 fix: resolve relative and Unix-style output_dir paths to ComfyUI output folder

Ethanfel pushed to feature/lora-training at Ethanfel/ComfyUI-SelVA 2026-04-06 01:07:07 +02:00

c86258d48f fix: save adapter and loss curves on cancel, not only on normal completion

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-06 01:06:46 +02:00

fec8eaac95 fix: save adapter and loss curves on cancel, not only on normal completion

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-06 00:54:12 +02:00

d83632e754 fix: pad/trim clip and sync features to fixed seq_len at dataset load time

Ethanfel pushed to feature/lora-training at Ethanfel/ComfyUI-SelVA 2026-04-06 00:51:47 +02:00

8338560600 fix: pad/trim clip and sync features to fixed seq_len at dataset load time

Ethanfel created branch feature/lora-timestep-sampling in Ethanfel/ComfyUI-SelVA 2026-04-06 00:35:44 +02:00

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-06 00:35:44 +02:00

a5014e49eb feat: add logit-normal timestep sampling to reduce white noise artifacts

Ethanfel pushed to feature/lora-training at Ethanfel/ComfyUI-SelVA 2026-04-06 00:15:34 +02:00

8ae0ba3c7d fix: increment adapter_final filename on resume to avoid overwriting previous final

Ethanfel pushed to feature/lora-training at Ethanfel/ComfyUI-SelVA 2026-04-06 00:11:19 +02:00

2b2b438307 fix: set OUTPUT_NODE=True on SelVA Feature Extractor so it runs without connected outputs

Ethanfel pushed to feature/lora-training at Ethanfel/ComfyUI-SelVA 2026-04-06 00:05:18 +02:00

39984f73c2 docs: add observed batching results to training guide

Ethanfel pushed to feature/lora-training at Ethanfel/ComfyUI-SelVA 2026-04-06 00:00:39 +02:00

1f8cd6f930 docs: rewrite LORA_TRAINING.md with real-world findings

Ethanfel pushed to feature/lora-training at Ethanfel/ComfyUI-SelVA 2026-04-05 23:45:45 +02:00

20f8138146 chore: show batch_size in training step log

Ethanfel pushed to feature/lora-training at Ethanfel/ComfyUI-SelVA 2026-04-05 23:36:14 +02:00

09b3b94ddd feat: add batch_size parameter to training (default 4)