Cédric Deltheil
eea340c6c4
add support for SDXL IP-Adapter
...
This only supports the latest SDXL IP-Adapter release (2023.9.8) which
builds upon the ViT-H/14 CLIP image encoder.
2023-09-12 18:00:39 +02:00
Cédric Deltheil
1b4dcebe06
make scheduler an actual abstract base class
2023-09-12 16:47:47 +02:00
Cédric Deltheil
12e37f5d85
controlnet: replace Lambda w/ Slicing basic layer
2023-09-12 15:37:33 +02:00
Pierre Chapuis
7a32699cc6
add ensure_find and ensure_find_parent helpers
2023-09-12 14:19:10 +02:00
Pierre Chapuis
dc2c3e0163
implement CrossAttentionAdapter using chain operations
2023-09-12 11:58:24 +02:00
Pierre Chapuis
3c056e2231
expose lookup_top_adapter
2023-09-12 11:58:24 +02:00
Benjamin Trom
b515c02867
add new basic layers and Matmul chain
2023-09-12 10:55:34 +02:00
Doryan Kaced
2f2510a9b1
Use bias correction on Prodigy
2023-09-12 10:44:05 +02:00
Pierre Chapuis
be54cfc016
fix weight loading for float16 LoRAs
2023-09-11 16:14:19 +02:00
Cédric Deltheil
e5425e2968
make IP-Adapter generic for SD1 and SDXL
2023-09-08 16:38:01 +02:00
Cédric Deltheil
61858d9371
add CLIPImageEncoderG
2023-09-08 12:00:21 +02:00
Cédric Deltheil
c6fadd1c81
deprecate bidirectional_mapping util
2023-09-07 18:43:20 +02:00
limiteinductive
2786117469
implement SDXL + e2e test on random init
2023-09-07 18:34:42 +02:00
limiteinductive
02af8e9f0b
improve typing of ldm and sd1, introducing SD1Autoencoder class
2023-09-07 18:34:42 +02:00
Benjamin Trom
cf43cb191f
Add better tree representation for fluxion Module
2023-09-07 16:33:24 +02:00
Cédric Deltheil
c55917e293
add IP-Adapter support for SD 1.5
...
Official repo: https://github.com/tencent-ailab/IP-Adapter
2023-09-06 15:12:48 +02:00
Pierre Chapuis
864937a776
support injecting several LoRAs simultaneously
2023-09-06 11:49:55 +02:00
limiteinductive
88efa117bf
fix model comparison with custom layers
2023-09-05 12:34:38 +02:00
Pierre Chapuis
566656a539
fix text encoder LoRAs
2023-09-04 15:51:39 +02:00
limiteinductive
ebfa51f662
Make breakpoint a ContextModule
2023-09-04 12:22:10 +02:00
limiteinductive
9d2fbf6dbd
Fix tuple annotation for pyright 1.1.325
2023-09-04 10:41:06 +02:00
Doryan Kaced
44e184d4d5
Init dtype and device correctly for OutputBlock
2023-09-01 19:44:06 +02:00
Cédric Deltheil
3a10baa9f8
cross-attn 2d: record use_bias attribute
2023-09-01 19:23:33 +02:00
Cédric Deltheil
b933fabf31
unet: get rid of clip_embedding attribute for SD1
...
It is implicitly defined by the underlying cross-attention layer. This
also makes it consistent with SDXL.
2023-09-01 19:23:33 +02:00
Cédric Deltheil
134ee7b754
sdxl: remove wrong structural_attrs in cross-attn
2023-09-01 19:23:33 +02:00
Pierre Chapuis
e91e31ebd2
check no two controlnets have the same name
2023-09-01 17:47:29 +02:00
Pierre Chapuis
bd59790e08
always respect _can_refresh_parent
2023-09-01 17:44:16 +02:00
Pierre Chapuis
d389d11a06
make basic adapters a part of Fluxion
2023-09-01 17:29:48 +02:00
Pierre Chapuis
31785f2059
scope range adapter in latent diffusion
2023-09-01 17:29:48 +02:00
Pierre Chapuis
73813310d0
rename SelfAttentionInjection to ReferenceOnlyControl and vice-versa
2023-09-01 17:29:48 +02:00
Pierre Chapuis
eba0c33001
allow lora_targets to take a list of targets as input
2023-09-01 11:52:39 +02:00
Cédric Deltheil
92cdf19eae
add Distribute to fluxion layers's __init__.py
2023-09-01 11:20:48 +02:00
Doryan Kaced
9f6733de8e
Add concepts learning via textual inversion
2023-08-31 16:07:53 +02:00
Pierre Chapuis
0f476ea18b
make high-level adapters Adapters
...
This generalizes the Adapter abstraction to higher-level
constructs such as high-level LoRA (targeting e.g. the
SD UNet), ControlNet and Reference-Only Control.
Some adapters now work by adapting child models with
"sub-adapters" that they inject / eject when needed.
2023-08-31 10:57:18 +02:00
Cédric Deltheil
d8004718c8
foundationals: add clip image encoder
2023-08-30 21:50:01 +02:00
Doryan Kaced
08a5341452
Make image resize configurable in training scripts
2023-08-30 14:05:29 +02:00
Doryan Kaced
437fa24368
Make horizontal flipping parametrable in training scripts
2023-08-30 12:41:03 +02:00
Pierre Chapuis
18c84c7b72
shorter import paths
2023-08-29 16:57:40 +02:00
limiteinductive
8615dbdbde
Add inner_dim Parameter to Attention Layer in Fluxion
2023-08-28 16:34:25 +02:00
limiteinductive
7ca6bd0ccd
implement the ConvertModule class and refactor conversion scripts
2023-08-28 14:39:14 +02:00
Doryan Kaced
3680f9d196
Add support for learned concepts e.g. via textual inversion
2023-08-28 10:37:39 +02:00
Benjamin Trom
8b1719b1f9
remove unused TextEncoder and UNet protocols
2023-08-25 17:34:26 +02:00
limiteinductive
92a21bc21e
refactor latent_diffusion module
2023-08-25 12:30:20 +02:00
Pierre Chapuis
802970e79a
simplify Chain#append
2023-08-23 17:49:59 +02:00
Pierre Chapuis
16618d73de
remove useless uses of type: ignore
2023-08-23 17:49:59 +02:00
Pierre Chapuis
dec0d64432
make walk and layers not recurse by default
...
There is now a parameter to get the old (recursive) behavior.
2023-08-23 12:15:56 +02:00
Pierre Chapuis
2ad26a06b0
fix LoRAs on Self target
2023-08-23 12:13:01 +02:00
limiteinductive
3565a4127f
implement DoubleTextEncoder for SDXL
2023-08-23 11:05:38 +02:00
Cédric Deltheil
71ddb55a8e
infer device and dtype in LoraAdapter
2023-08-22 11:55:39 +02:00
Benjamin Trom
8c7298f8cc
fix chain slicing with structural copy
2023-08-22 11:44:11 +02:00
limiteinductive
e7c1db50e0
turn CLIPTokenizer into a fl.Module
2023-08-22 00:09:01 +02:00
Cédric Deltheil
1ad4e1a35a
converter: add missing structural_attrs
2023-08-21 16:04:12 +02:00
Cédric Deltheil
b91a457495
use Converter layer for sinuosoidal embedding
2023-08-21 16:04:12 +02:00
limiteinductive
108fa8f26a
add converter layer + tests
2023-08-21 12:09:58 +02:00
limiteinductive
4526d58cd5
update CTOR of CLIPTextEncoder with max_sequence_length
2023-08-21 11:21:12 +02:00
limiteinductive
6fd5894caf
split PositionalTokenEncoder
2023-08-21 11:21:12 +02:00
limiteinductive
9d663534d1
cosmetic changes for text_encoder.py
2023-08-21 11:21:12 +02:00
limiteinductive
b8e7179447
make clip g use quick gelu and pad_token_id 0
2023-08-17 17:31:15 +02:00
limiteinductive
6594502c11
parametrize tokenizer for text_encoder
2023-08-17 17:31:15 +02:00
limiteinductive
4575e3dd91
add start, end and pad tokens as parameter
2023-08-17 17:31:15 +02:00
limiteinductive
63fda2bfd8
add use_quick_gelu kwarg for CLIPTextEncoder
2023-08-17 17:31:15 +02:00
limiteinductive
efe923a272
cosmetic changes
2023-08-17 17:31:15 +02:00
limiteinductive
17dc75421b
make basic layers an enum and work with subtyping
2023-08-17 15:36:43 +02:00
Pierre Chapuis
97b162d9a0
add InformativeDrawings
...
https://github.com/carolineec/informative-drawings
This is the preprocessor for the Lineart ControlNet.
2023-08-16 12:29:09 +02:00
Pierre Chapuis
e10f761a84
GroupNorm and LayerNorm must be affine to be WeightedModules
2023-08-16 12:29:09 +02:00
Pierre Chapuis
bd49304fc8
add Sigmoid activation
2023-08-07 19:56:28 +02:00
Cédric Deltheil
48f674c433
initial commit
2023-08-04 15:28:41 +02:00