unsloth/studio
Daniel Han 86b89b12d2 Add LoRA EMA, a persistent conditioning cache, and aspect bucketing helpers
diffusion_train_extras hosts the opt-in training extras: LoRAEMA shadows only
the trainable adapter params (warmup-ramped decay, default 0.99, exported as a
second adapter under output_dir/ema), PersistentConditioningCache stores latent
posterior stats and caption embeddings as safetensors keyed by content hash +
family + resolution, and the aspect-ratio bucketing helpers group mixed-aspect
datasets into same-area divisor-snapped shapes.

The DiT trainer wires the first two behind config flags that default to the
current behavior: ema_decay (0 disables) and cond_cache_dir (None disables).
A fully warm cache skips loading the VAE and text encoders entirely; a cache
hit is bit-identical to a fresh encode, including the per-channel qwen latent
normalization. Also fixes the stale _gather_sigmas call in the perf test that
still passed the scheduler instead of the sigma table.
2026-07-20 07:21:24 +00:00
..
backend Add LoRA EMA, a persistent conditioning cache, and aspect bucketing helpers 2026-07-20 07:21:24 +00:00
frontend Surface HiDream I1 in the image model catalog 2026-07-17 13:24:57 +00:00
src-tauri Speed up Studio startup path (#6899) 2026-07-07 18:08:07 -07:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
install_llama_prebuilt.py Studio: detect Windows Intel GPUs via the registry before WMI (#7064) 2026-07-10 17:59:04 -03:00
install_node_prebuilt.py Pin isolated Node.js installer to committed sha256 digests (#6625) 2026-06-24 05:47:58 -07:00
install_python_stack.py Studio: fix flash-attn and torchao install on Blackwell (sm_100+) GPUs (Closes #6961) (#6970) 2026-07-08 06:38:10 -07:00
install_sd_cpp_prebuilt.py Studio: restore Reapply target on async image/video load errors; recheck training state before dataset commit; reclaim partial sd.cpp installs on retry 2026-07-13 15:27:46 +00:00
LICENSE.AGPL-3.0 Add AGPL-3.0 license to studio folder 2026-03-09 19:36:25 +00:00
node_prebuilt_pins.json Pin isolated Node.js installer to committed sha256 digests (#6625) 2026-06-24 05:47:58 -07:00
package-lock.json ci: advisory lockfile supply-chain audit (no install-script changes) (#5604) 2026-05-19 05:56:56 -07:00
package.json ci: advisory lockfile supply-chain audit (no install-script changes) (#5604) 2026-05-19 05:56:56 -07:00
setup.bat Final cleanup 2026-03-12 18:28:04 +00:00
setup.ps1 Fix Windows installer torch index override (#6972) 2026-07-09 03:46:47 -07:00
setup.sh Studio: source CPU llama.cpp prebuilts from unslothai/llama.cpp (#6311) 2026-07-08 05:34:59 -07:00
Unsloth_Studio_Colab.ipynb Studio Colab: opt-in shareable Cloudflare tunnel link (#6684) 2026-06-26 00:56:23 -07:00