Ethanfel

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• Joined on 2026-01-04

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Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-10 00:24:14 +02:00

187b2e3169 fix: cast GAFilter to model dtype after injection

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-10 00:18:06 +02:00

608746ce7b fix: cast input mel to model dtype before vocoder forward pass

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-10 00:17:17 +02:00

bba5aec7a5 fix: add CFG to LoRA mel pre-generation to match inference conditions

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-10 00:10:54 +02:00

d06936802b fix: cast mel_converter buffers to float32 to match STFT input dtype

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 23:53:47 +02:00

bee518a855 fix: cast all STFT inputs to float32 to prevent cuFFT bfloat16 crash

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 23:26:39 +02:00

48b72c0be0 feat: add LoRA mel pre-generation to BigVGAN vocoder trainer

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 22:07:32 +02:00

e16480b4c9 feat: add PiSSA/rsLoRA support to scheduler and PiSSA sweep experiment

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 21:54:38 +02:00

784fb2753f feat: PiSSA init, rsLoRA scaling, Spectral Surgery, and training fixes

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 20:28:57 +02:00

ecf828b007 fix: move vocoder to correct device after GAFilter injection

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 20:01:58 +02:00

793368af18 fix: strip inference flag before unnormalize in LoRA trainer eval

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 19:36:06 +02:00

1d1ae61409 fix: move only VAE+vocoder to GPU during eval to prevent device mismatch

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 18:57:12 +02:00

8fa2699551 fix: correct DITTO reference latent space mismatch

Ethanfel pushed to master at Ethanfel/Comfyui-Nodes-Stats 2026-04-09 18:47:18 +02:00

4ccc772bb9 chore: bump version to 1.1.0

Ethanfel pushed to master at Ethanfel/Comfyui-Nodes-Stats 2026-04-09 18:43:25 +02:00

777e4890ae docs: update README for model tracking feature

9477777124 fix: scope input-scanning loop inside per-node try/except in extract_models_from_prompt

831ed302e9 fix: update model_type on upsert conflict and scope close button to dialog

c7003df0bb fix: scope badge querySelector to dialog, update dialog title

bf5c8683a7 feat: add Models tab with per-type usage stats

Compare 16 commits »

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 18:40:22 +02:00

14fabf01f9 fix: reduce opt_lr step to 0.001 to allow finer lr control in DITTO

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 18:30:07 +02:00

445da1e69b fix: replace std clamp with anchor regularization to prevent OOD noise

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 18:23:41 +02:00

fa6c4fa834 fix: clamp x0 std after each optimizer step to prevent OOD noise

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 18:18:42 +02:00

286681edff fix: cast mel to model dtype before VAE encode in DITTO reference loading

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 18:15:29 +02:00

056a7b973d fix: enable VAE encoder in model loader — required for DITTO reference encoding

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 18:12:33 +02:00

633fe36fbb fix: compute DITTO style loss in latent space to eliminate VAE decoder noise