v1.0.11

What's Changed

• chore: update parallelism docs by @DefTruth in #346
• chore: add params modifier docs by @DefTruth in #347
• chore: Update cache-dit desc by @DefTruth in #348
• chore: Update cache-dit desc by @DefTruth in #349
• chore: Update DBCache docs by @DefTruth in #350
• refactor: move cache_factory to caching by @DefTruth in #351
• fix example utils key error by @DefTruth in #352
• feat: add wan2.2 cp example by @DefTruth in #354
• feat: add ltxvideo cp example by @DefTruth in #357
• bugfix: fix ltxvideo context parallel noise result by @DefTruth in #361
• chore: Update README.md by @DefTruth in #362
• chore: Update README.md by @DefTruth in #363
• chore: Update README.md by @DefTruth in #364
• chore: Update README.md by @DefTruth in #365
• chore: Update README.md by @DefTruth in #366
• feat: make cache compatible with block-level cp by @DefTruth in #369
• feat: use template cp for native attn by @DefTruth in #371
• feat: add Qwen-Image-Lightning CP/TP example by @DefTruth in #372
• feat: support TP for hunyuanimage2.1/video by @gameofdimension in #373
• chore: Update Tensor Parallelism docs by @DefTruth in #376
• chore: Update examples by @DefTruth in #377
• misc: add custom attn dispatch env by @DefTruth in #378
• feat: add diffusers' hyimage21 adapter by @DefTruth in #379
• feat: support hyimage21 context parallel by @DefTruth in #381
• feat: support hyvideo context parallel by @DefTruth in #382

Full Changelog: v1.0.10...v1.0.11

v1.0.10

What's Changed

• feat: mark check forward pattern default false by @DefTruth in #321
• feat: support transformer-only api by @DefTruth in #323
• chore: cache-dit recommended by HelloGithub by @DefTruth in #328
• chore: Update News by @DefTruth in #329
• feat: support FLUX.1 w/ Tensor Parallelism by @gameofdimension in #326
• feat: support longcat-video w/ 4/8-bits by @DefTruth in #325
• chore: Update News by @DefTruth in #334
• feat: support Qwen-Image tensor parallelism by @gameofdimension in #331
• chore: update badges by @DefTruth in #336
• feat: refactor tensor parallelism dispatch by @DefTruth in #337
• chore: update qwen-image tp example by @DefTruth in #338
• refactor context parallelism dispatch by @DefTruth in #340
• feat: Support Wan series tensor parallelism by @gameofdimension in #341
• docs: add quantize api docs by @DefTruth in #343
• chore: update quantize api docs by @DefTruth in #344
• docs: add parallelism docs by @DefTruth in #345

Full Changelog: v1.0.9...v1.0.10

v1.0.9

What's Changed

• chore: Update News by @DefTruth in #314
• chore: Update README.md by @DefTruth in #315
• feat: allow empty cache_config w/ parallelism by @DefTruth in #317
• feat: flux nunchaku + context parallelism by @DefTruth in #318
• chore: add perf mode to example by @DefTruth in #319

Full Changelog: v1.0.8...v1.0.9

v1.0.8

What's Changed

• deps: minumum install dependencies by @DefTruth in #312
• feat: refactor parallelism backends by @DefTruth in #313

Full Changelog: v1.0.7...v1.0.8

v1.0.7

What's Changed

• fix some typo & parallel config check by @DefTruth in #299
• remove wrong comments by @DefTruth in #301
• feat: Qwen-Image context parallelism example by @DefTruth in #303
• feat: support kandinsky5 pipeline by @DefTruth in #304
• feat: support Photoroom/PRX pipeline by @DefTruth in #308
• chore: add Kandinsky-5 cache assets by @DefTruth in #310
• chore: add Kandinsky-5 cache assets by @DefTruth in #311

Full Changelog: v1.0.6...v1.0.7

⚡️Hybird Context Parallelism

cache-dit is compatible with context parallelism. Currently, we support the use of Hybrid Cache + Context Parallelism scheme (via NATIVE_DIFFUSER parallelism backend) in cache-dit. Users can use Context Parallelism to further accelerate the speed of inference! For more details, please refer to 📚examples/parallelism.

from cache_dit import ParallelismConfig

cache_dit.enable_cache(
    pipe_or_adapter, 
    cache_config=DBCacheConfig(...),
    # Set ulysses_size > 1 to enable ulysses style context parallelism.
    parallelism_config=ParallelismConfig(ulysses_size=2),
)
# Then, run with torchrun cmd:
# torchrun --nproc_per_node=2 parallel_cache.py

v1.0.5 cache-dit w/ nunchaku

What's Changed

• feat: Qwen-image/FLUX 4bits w/ nunchaku + cache by @DefTruth in #285

Full Changelog: v1.0.4...v1.0.5

v1.0.4

What's Changed

• bench: update benchmark fast by @DefTruth in #281
• bench: update benchmark fast by @DefTruth in #282
• bench: add DBCache(F) + TS O(2) bench by @DefTruth in #283
• feat: re-introduce DBPrune by @DefTruth in #284

Full Changelog: v1.0.3...v1.0.4

v1.0.3

What's Changed

• bench: add detail benchmark by @DefTruth in #277
• misc: community usage by @DefTruth in #278
• fix load_options from yaml by @DefTruth in #279
• feat: support warmup_interval by @DefTruth in #280

Full Changelog: v1.0.2...v1.0.3

v1.0.2

What's Changed

• feat: add Qwen-Image-Edit-2509 support by @DefTruth in #273
• News: Add Qwen-Image-Edit-Plus(0529) Support News by @DefTruth in #274
• misc: optimize cache blocks by @DefTruth in #275
• feat: Qwen-Image-ControlNet-Inpaint w/ Patch Functor by @DefTruth in #276

Full Changelog: v1.0.1...v1.0.2