76941efc7e
strict typechecking
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2026-08-16 12:45:50 +02:00
4554b9a277
fix(lora): apply te networks before encode and honor lora_apply_te
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Network activation ran after prompt encoding, so text encoder lora
weights never affected embeds on the first generation and the stale
result was then served from the embed cache. The trailing unfiltered
activate in network_load also overrode the te exclude filter, so the
lora_apply_te setting was never honored.
- parse and activate networks in process_base before pipeline args are built
- activate_filtered gates text encoder components on per-request or global
lora_apply_te; used by base, hires, detailer and faceid call sites
- network_load accepts activate=False for callers that run their own
deactivate/activate sequence with include/exclude
- network_activate walks excluded components in restore-only mode so a
filtered text encoder reverts to backup instead of keeping stale deltas
- loaded_loras cache is single-entry since per-filter entries go stale when
the setting toggles
- prompt embed cache key includes the effective lora_apply_te value
2026-07-08 03:06:04 +01:00
aeef359bd7
fix(prompt): restore textual inversion on clip-skip>=2
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transformers 5.6 flattened CLIPTextModel, removing the .text_model wrapper that
compel_hijack and the xhinker parser dereference on the normalized clip-skip path.
On SD1.5 at clip-skip >= 2 this raised AttributeError, which processing_prompt
caught and silently fell back to fixed-attention encoding, dropping textual
inversion and prompt weighting.
Resolve the submodule via getattr(te, 'text_model', te), correct for flattened
CLIPTextModel, CLIPTextModelWithProjection (still nested), and transformers < 5.6.
2026-06-25 02:25:33 +01:00
72b2f0d7be
bump compel
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2026-06-10 08:09:00 +02:00
78f88ef571
add ideogram4
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2026-06-05 20:00:49 +02:00
c4ebef29a9
RUF013 updates
2026-03-24 05:48:19 -07:00
62d2229520
RUIF013 updates and formatting
2026-03-24 05:12:18 -07:00
7a014f0612
merge: modules/prompt_parser_diffusers.py
2026-03-13 14:32:05 +01:00
47543663f9
cleanup references to p.sd_model
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2026-02-19 20:48:42 +01:00
494e4a7a7b
fixes
2026-02-19 16:20:17 +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
e8a158f4f5
refactor prompt set
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Signed-off-by: vladmandic <mandic00@live.com >
2026-01-19 10:51:28 +01:00
dcb7164d30
Update readfile type safety
2025-12-17 16:43:54 -08:00
56fc36d944
More dict type safety opt in
2025-12-17 13:18:48 -08:00
a19c795b49
fix(prompt): handle multi-modal processors in token counter
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For FLUX2 models using Mistral3/PixtralProcessor, detect and use the
underlying text tokenizer instead of calling the processor directly,
which incorrectly tries to interpret text prompts as images.
2025-12-10 18:54:39 +00:00
33c74e7066
Use zeros for empty negs when diffusers_zeros_prompt_pad enabled
2025-11-24 19:27:25 +03:00
b4d61a5a5c
Merge pull request #4262 from nolbert82/master
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Fix prompt scheduling embed reuse and add per-batch caching
2025-10-14 09:27:40 -04:00
db9297244c
Fixed prompt scheduling + uses TE once per batch
2025-10-14 01:07:48 +02:00
962cb7115d
infra for full-model load/save with quant
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-10-07 14:30:45 -04:00
2c740697c4
guard against null prompt
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-08-18 10:29:01 -04:00
1b3f5405a3
fix batch processing
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-07-31 09:56:40 -04:00
76504e5264
add explicit BOS/EOS handling in prompt parser
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-07-30 12:46:01 -04:00
c21c7e545a
cleanup
2025-07-26 04:52:56 +03:00
9afb122367
Fix prompt parser with Flux
2025-07-26 04:25:43 +03:00
e8bec2823a
css fonts update
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-07-25 14:55:24 -04:00
a298173cf0
handle batch when saving images
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-07-25 13:13:32 -04:00
b311bdf91e
fix prompt encoding if prompts within batch have different segment counts
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-07-25 12:59:14 -04:00
0b8001c0fa
prompt error handling
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-07-25 12:38:25 -04:00
e8b5ea3847
major refactor: remove backend original
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-07-05 13:16:46 -04:00
e91208bea9
Merge branch 'dev' into feature/chroma-support
2025-06-26 17:02:00 +03:00
4de160608e
fix prompt parser with batch size
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-06-26 07:47:03 -04:00
954138bfc1
add attention masks
2025-06-23 01:27:40 +00:00
4b3ce06916
Initial support for Chroma
2025-06-18 00:38:17 +00:00
677bdd8611
HiDream fix prompt parser
2025-04-23 03:14:58 +03:00
15f8e70e89
add nunchaku prototype
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-04-15 14:39:24 -04:00
3564b34e0d
Prompt cache support for HiDream
2025-04-15 00:59:46 +03:00
984aa8ec55
lint fixes
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-04-08 16:31:51 -04:00
26193b6c22
update changelog
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-04-08 07:52:10 -04:00
b5e421018b
fix prompt scheduling
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-04-08 07:46:25 -04:00
ac61fce526
prompt enhance add censor detection and debugging
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-03-29 11:43:22 -04:00
d9583df8de
modernui fix sampler advanced options
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-02-12 16:28:17 -05:00
8e03755d4b
add setting for prompt linebreaks
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2025-02-01 09:41:52 -05:00
a7e0723dcf
profiling
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-18 13:02:22 -05:00
1185950c4a
yet another lora refactor
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-09 13:40:19 -05:00
ca06002602
lora maintain device
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-04 09:25:57 -05:00
023b13b6cb
balanced offload improvements
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-12-01 15:34:25 -05:00
eee85e5a4e
lora refactor in progress
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-11-30 12:29:58 -05:00
e4038feff1
minor updates
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Signed-off-by: Vladimir Mandic <mandic00@live.com >
2024-11-24 15:05:58 -05:00
Vladimir Mandic
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