Repository Issue Activity (beta)

#14569 fixed_large_log variance sampling returns NaNs

#14529 The Diffusers MVP 🚀 — Ideas Track 💡

#14548 train_lcm_distill_lora_sdxl.py: intermediate validation logs the un-adapted base model; saved LoRA mixes key conventions and drops all attention adapters on load

#6858 AttributeError: 'str' object has no attribute 'convert' when training controlnet

#8384 [Community] Help us fix the LR schedulers when `num_train_epochs` is passed in a distributed training env

#13227 [Bug] GlmImagePipeline silently corrupts weights on MPS accelerator

#14479 Coordinate non-interactive library messages through the project logger

#14265 Ring attention backward uses stale iteration-0 KV from ctx.saved_tensors — silent gradient corruption when training with context parallelism

#10043 F5-TTS Integration

#3643 RuntimeError: upsample_nearest_nhwc only supports output tensors with less than INT_MAX elements when decoding latents

#14367 Helios schedulers raise `TypeError` on MPS: `float64` without the device guard

#11229 enable_attention_slicing give NaN results for SDXL on MPS

#14486 MiniMax Music 3 modular pipeline: 2.9x consumer-GPU speedup - findings that may be worth upstreaming

#14533 better reporting of errors when using TP

#13793 Support for Stable Audio 3 Medium

#14518 [Krea-2] `enable_gqa` + `attn_mask` produces high usage of VRAM

#12635 The Diffusers MVP 🚀

#14145 `LTX2*Pipeline.from_single_file` cannot load LTX 2.3 (or 2.0) combined checkpoints: unmapped 2.3 keys leave meta tensors, and the LTX2 converters drain the shared checkpoint dict

#14485 [tests] fix parallelism tests from #14464

#14524 Add support for JoyAI-Video-Edit

#14389 Modular: three tiny test fixtures cannot serve the new workflow tests

#14520 Where should a training-free high-resolution hook for Flux (DyPE / spectral attention) live?

#14438 SDXL: enable_attention_slicing() + enable_model_cpu_offload() produces all-black images on MPS (Apple Silicon)

#14487 Missing trainer.py file in src/diffusers/trainer.py causing import error

#14482 [Community pipeline] Echo-Memory overlay for Wan 2.1 1.3B