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Unsloth gradient checkpointing

Status: Open.

#2504 In bghira/SimpleTuner;

· kabachuha opened on Jan 27, 2026

[Feature Request] Internal-Guidance (drastically improves convergence speed and sampling quality)

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#2438 In bghira/SimpleTuner;

· MeiYi-dev opened on Jan 17, 2026

[feature request] WebUI instead of wandb

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

Status: Open.

#2327 In bghira/SimpleTuner;

· StableLlama opened on Jan 4, 2026

[Feature Request] Using Qwen3 VL for semantic guidance in REPA instead of DINO (2 papers came out recently that prove Qwen2.5/3 VL models are much better for video REPA)

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

Status: Open.

#2247 In bghira/SimpleTuner;

· MeiYi-dev opened on Dec 24, 2025

Got it working on Windows - need a tester

documentationImprovements or additions to documentationImprovements or additions to documentation

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

work-in-progressThis issue relates to some currently in-progress work.This issue relates to some currently in-progress work.

Status: Open.

#2119 In bghira/SimpleTuner;

· Grey3016 opened on Dec 9, 2025

optional MuFun extraction of lyrics from audio library

difficult-feature

enhancementNew feature or requestNew feature or request

Status: Open.

#1986 In bghira/SimpleTuner;

· bghira opened on Nov 19, 2025

read music lyrics from container metadata

enhancementNew feature or requestNew feature or request

Status: Open.

#1985 In bghira/SimpleTuner;

· bghira opened on Nov 19, 2025

[Request] Support HunyuanImage-3.0

difficult-feature

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#1949 In bghira/SimpleTuner;

· MohamedAliRashad opened on Nov 9, 2025

Validation should allow specifying paths to input images without requiring validation dataset

apiThis issue or enhancement impacts the API.This issue or enhancement impacts the API.

difficult-feature

enhancementNew feature or requestNew feature or request

webuiThis issue or enhancement impacts the web interface.This issue or enhancement impacts the web interface.

Status: Open.

#1814 In bghira/SimpleTuner;

· bghira opened on Oct 23, 2025

Wan 2.1 I2V validation quality is very bad

bugSomething isn't workingSomething isn't working

Status: Open.

#1802 In bghira/SimpleTuner;

· bghira opened on Oct 23, 2025