450bf977e8
fix(lora): use native_active flag instead of applied_layers for restore trigger
...
applied_layers is cleared and re-populated on every network_activate call.
With lora_apply_te=True the second activate (TE-only pass) finds all
modules already at the target state and skips them all, leaving
applied_layers empty and breaking the restore trigger on the next gen.
native_active is set from loaded_networks at the end of activate, so it
survives idempotent re-runs and only flips false after the restore call
clears loaded_networks.
2026-05-01 01:38:56 +01:00
4af3a57741
feat(anima): native lora across transformer, llm_adapter, text encoder
...
Dispatch anima loras through a dedicated native loader covering kohya,
bfl/ai-toolkit, and hybrid (bfl with alpha plus qwen3 text encoder)
formats. Cosmos 2.0 path rename is mirrored from diffusers in flat
(underscore) form so rewritten paths match network_layer_mapping keys
without further conversion.
Split model_type from cosmos to anima so a future base-cosmos2 lora
path stays separable. Update flow_models, taesd supported list, and the
taesd wanvideo bucket so samplers and preview decoding keep working
after the split.
Extend assign_network_names_to_compvis_modules to walk pipe.llm_adapter
under the lora_llm_adapter_ prefix, and add llm_adapter to
default_components so activate and deactivate include it for anima
models while staying inert elsewhere via the existing getattr guards.
2026-04-25 03:16:03 +01:00
6e3c187b3f
Rework to only use contextmanager system
2026-03-19 04:28:11 -07:00
d65a2d1ebc
ruff lint
2026-02-19 11:13:44 +01:00
e5c494f999
cleanup logger
2026-02-19 11:09:13 +01:00
a3074baf8b
unified logger
2026-02-19 09:46:42 +01:00
bfe014f5da
modernize typing
2026-02-19 09:15:37 +01:00
09fdda05a4
Move to modules
2026-01-24 02:16:05 -08:00
82361e6633
Adjust names
2026-01-23 22:29:00 -08:00
58c3aecc00
Allow multiple identifiers for ErrorLimiter.notify
...
- Update identifiers.
- Also minor message formatting update.
2026-01-23 16:50:52 -08:00
3343d2e05f
Update and rewrite to use contextlib
2026-01-23 04:56:27 -08:00
65d8c9e7f2
Implement limiting system for excessive errors
2026-01-22 03:37:52 -08:00
16293375dc
lora native stack improvements
...
Signed-off-by: vladmandic <mandic00@live.com >
2026-01-18 10:06:03 +01:00
ba270db6ad
separate settings for lora fuse
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-11-08 11:08:06 -05:00
afbc2d2a72
Fix OpenVINO loras
2025-09-03 21:10:45 +03:00
84a24fb681
lora restore weights to orig device on apply
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-04-07 07:49:18 -04:00
d30b1cb1c8
lora improvements
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-04-06 13:02:58 -04:00
6430f7006f
add monitor cli option and finish lora refactor
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-04-01 13:39:47 -04:00
b5031a5eba
lora modularize code
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-04-01 13:39:47 -04:00
032bd46de2
improve mp4 download
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-04-01 13:39:47 -04:00
5906eb6792
lora apply on gpu vs cpu settings option
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-04-01 13:39:47 -04:00
6a5e253ecf
add infiniteyou
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-03-26 10:50:09 -04:00
aa15ed1fa7
reapply offload after applying lora
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-03-25 14:09:34 -04:00
d4a67dd946
lora logging
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-03-15 19:04:03 -04:00
2090a334b0
hunyuanvideo lora support
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-01-07 12:49:09 -05:00
9adf777e38
OpenVINO fix Lora
2024-12-31 04:15:37 +03:00
18f683b283
refactor lora add_weights
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-29 12:42:08 -05:00
910f5d0a73
lora direct on-demand apply/unapply
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-29 12:38:19 -05:00
8b910dbf02
cleanup
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-28 17:04:43 -05:00
53c4c84c40
quantization improvements and lora support
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-28 16:57:06 -05:00
d49d470a89
hide disabled networks and add more previews
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-27 09:45:03 -05:00
e7f0047d52
add granular vae tiling options
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-25 12:38:21 -05:00
a5f94fe0dd
remove experimental from consistory
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-24 16:09:25 -05:00
ea6d3107ab
update all todo statements
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-22 08:39:31 -05:00
dae181fefb
lora-direct with bnb
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-20 18:26:25 -05:00
bd540efb73
lora: absolute path, hf download, flux controlnet loras
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-11 18:10:51 -05:00
8cea43f7db
lora add erorr handler for partial offload
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-11 13:10:05 -05:00
beea969fd3
update lora
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-10 12:34:27 -05:00
383d7052ac
lora split te apply
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-09 15:23:22 -05:00
1185950c4a
yet another lora refactor
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-09 13:40:19 -05:00
6c9101dfaf
lora low memory mode: switching requires manual model reload
2024-12-06 22:54:08 -06:00
28eeb00432
remove non-blocking
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-06 09:15:37 -05:00
16ab1e2ae8
safer lora unapply
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-06 07:23:31 -05:00
2934948413
lora one more safe cast
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-05 09:04:42 -05:00
ca06002602
lora maintain device
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-04 09:25:57 -05:00
4eac263055
add bdia sampler
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-02 11:21:39 -05:00
7e2034c4ff
lora add fuse
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-02 10:51:41 -05:00
023b13b6cb
balanced offload improvements
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-01 15:34:25 -05:00
507636d0a1
lora-refactor
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-01 10:54:51 -05:00
e74c038f64
interruptible lora apply
...
Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-11-30 19:53:10 -05:00
CalamitousFelicitousness
awsr
Vladimir Mandic
Disty0
AI-Casanova