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Filename-keyed text embed caches collapse multiline captions onto the first line

Status: Open.

#3107 In bghira/SimpleTuner;

· bghira opened on Aug 17, 2026

MiniMax-H3 context parallelism unusable for training: flash fallback rejects the packed-layout mask

Status: Open.

#3106 In bghira/SimpleTuner;

· bghira opened on Aug 17, 2026

MiniMax-H3 validation cannot produce audio: target-mode default, missing sample-rate hook, ignored num_frames

Status: Open.

#3105 In bghira/SimpleTuner;

· bghira opened on Aug 17, 2026

Validation media extraction returns audio tensor as image media for joint AV pipelines

Status: Open.

#3104 In bghira/SimpleTuner;

· bghira opened on Aug 17, 2026

Audio VAE precache crashes with vae_batch_size > 1 on variable-duration datasets

Status: Open.

#3101 In bghira/SimpleTuner;

· bghira opened on Aug 17, 2026

Persisted aspect-bucket metadata silently overrides live dataloader config (start_step, train_batch_size)

Status: Open.

#3100 In bghira/SimpleTuner;

· bghira opened on Aug 17, 2026

Datasets gated with start_step deadlock DDP at activation (NCCL collective timeout)

Status: Open.

#3099 In bghira/SimpleTuner;

· bghira opened on Aug 17, 2026

Can you support Infinitetalk?

difficult-feature

enhancementNew feature or requestNew feature or request

Status: Open.

#2747 In bghira/SimpleTuner;

· ILG2021 opened on Jun 7, 2026

[feature request] init from LoRA enhancement

difficult-feature

enhancementNew feature or requestNew feature or request

Status: Open.

#2626 In bghira/SimpleTuner;

· StableLlama opened on Feb 20, 2026

[Feature Request] iREPA (improves all the REPA methods with little code changes (10%-40% improvement over ALL REPA methods)

enhancementNew feature or requestNew feature or request

Status: Open.

#2566 In bghira/SimpleTuner;

· MeiYi-dev opened on Feb 2, 2026

[Feature Request] Self-Transcendence (HUGE improvement over the idea of LayerSync)

enhancementNew feature or requestNew feature or request

Status: Open.

#2565 In bghira/SimpleTuner;

· MeiYi-dev opened on Feb 2, 2026

[Feature Request] MixFlow: Alleviating Exposure Bias with Slowed Interpolation Mixture (slight improvement to post-training speed/quality)

enhancementNew feature or requestNew feature or request

Status: Open.

#2564 In bghira/SimpleTuner;

· MeiYi-dev opened on Feb 2, 2026