-
Notifications
You must be signed in to change notification settings - Fork 2.5k
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Enable offline single file model loading #6740
Open
lstein
wants to merge
19
commits into
main
Choose a base branch
from
lstein/feat/diffusers-v0.30
base: main
Could not load branches
Branch not found: {{ refName }}
Loading
Could not load tags
Nothing to show
Loading
Are you sure you want to change the base?
Some commits from the old base branch may be removed from the timeline,
and old review comments may become outdated.
Open
Changes from 15 commits
Commits
Show all changes
19 commits
Select commit
Hold shift + click to select a range
b5ec04f
pass original_config_file to load_single_file()
5bde4ea
renamed deprecated original_config_file argument
6af8443
enable offline loading of main sd-1, sd-2 and sdxl models
5b296d3
Merge branch 'main' into lstein/feat/diffusers-v0.30
lstein 7a9a169
pass configuration templates to from_single_file() using the config o…
5daaaa3
Merge remote-tracking branch 'refs/remotes/origin/lstein/feat/diffuse…
4556343
use correct controlnet config file
3487def
fixed SDXL controlnet probe
63dbf38
Merge branch 'main' into lstein/feat/diffusers-v0.30
lstein 32cdd42
fix formatting errors
03210bd
Merge branch 'lstein/feat/diffusers-v0.30' of github.com:invoke-ai/In…
478154b
Merge branch 'main' into lstein/feat/diffusers-v0.30
lstein 9e097b6
Merge branch 'main' into lstein/feat/diffusers-v0.30
471dbf8
tweak name of folder containing model base config files
1446737
Merge branch 'main' into lstein/feat/diffusers-v0.30
brandonrising 2916d05
fix(package): update package paths for model base config files in pyp…
b9d8e19
remove full path name from controlnet config file
f4f6296
resolved conflicts with main
a81acac
fix ruff error
File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
42 changes: 42 additions & 0 deletions
42
invokeai/backend/assets/model_base_conf_files/controlnet_sd15/config.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,42 @@ | ||
| { | ||
| "_class_name": "ControlNetModel", | ||
| "_diffusers_version": "0.16.0.dev0", | ||
| "_name_or_path": "/home/patrick/controlnet_v1_1/control_v11p_sd15_canny", | ||
| "act_fn": "silu", | ||
| "attention_head_dim": 8, | ||
| "block_out_channels": [ | ||
| 320, | ||
| 640, | ||
| 1280, | ||
| 1280 | ||
| ], | ||
| "class_embed_type": null, | ||
| "conditioning_embedding_out_channels": [ | ||
| 16, | ||
| 32, | ||
| 96, | ||
| 256 | ||
| ], | ||
| "controlnet_conditioning_channel_order": "rgb", | ||
| "cross_attention_dim": 768, | ||
| "down_block_types": [ | ||
| "CrossAttnDownBlock2D", | ||
| "CrossAttnDownBlock2D", | ||
| "CrossAttnDownBlock2D", | ||
| "DownBlock2D" | ||
| ], | ||
| "downsample_padding": 1, | ||
| "flip_sin_to_cos": true, | ||
| "freq_shift": 0, | ||
| "in_channels": 4, | ||
| "layers_per_block": 2, | ||
| "mid_block_scale_factor": 1, | ||
| "norm_eps": 1e-05, | ||
| "norm_num_groups": 32, | ||
| "num_class_embeds": null, | ||
| "only_cross_attention": false, | ||
| "projection_class_embeddings_input_dim": null, | ||
| "resnet_time_scale_shift": "default", | ||
| "upcast_attention": false, | ||
| "use_linear_projection": false | ||
| } | ||
56 changes: 56 additions & 0 deletions
56
invokeai/backend/assets/model_base_conf_files/controlnet_sdxl/config.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,56 @@ | ||
| { | ||
| "_class_name": "ControlNetModel", | ||
| "_diffusers_version": "0.19.3", | ||
| "act_fn": "silu", | ||
| "addition_embed_type": "text_time", | ||
| "addition_embed_type_num_heads": 64, | ||
| "addition_time_embed_dim": 256, | ||
| "attention_head_dim": [ | ||
| 5, | ||
| 10, | ||
| 20 | ||
| ], | ||
| "block_out_channels": [ | ||
| 320, | ||
| 640, | ||
| 1280 | ||
| ], | ||
| "class_embed_type": null, | ||
| "conditioning_channels": 3, | ||
| "conditioning_embedding_out_channels": [ | ||
| 16, | ||
| 32, | ||
| 96, | ||
| 256 | ||
| ], | ||
| "controlnet_conditioning_channel_order": "rgb", | ||
| "cross_attention_dim": 2048, | ||
| "down_block_types": [ | ||
| "DownBlock2D", | ||
| "CrossAttnDownBlock2D", | ||
| "CrossAttnDownBlock2D" | ||
| ], | ||
| "downsample_padding": 1, | ||
| "encoder_hid_dim": null, | ||
| "encoder_hid_dim_type": null, | ||
| "flip_sin_to_cos": true, | ||
| "freq_shift": 0, | ||
| "global_pool_conditions": false, | ||
| "in_channels": 4, | ||
| "layers_per_block": 2, | ||
| "mid_block_scale_factor": 1, | ||
| "norm_eps": 1e-05, | ||
| "norm_num_groups": 32, | ||
| "num_attention_heads": null, | ||
| "num_class_embeds": null, | ||
| "only_cross_attention": false, | ||
| "projection_class_embeddings_input_dim": 2816, | ||
| "resnet_time_scale_shift": "default", | ||
| "transformer_layers_per_block": [ | ||
| 1, | ||
| 2, | ||
| 10 | ||
| ], | ||
| "upcast_attention": null, | ||
| "use_linear_projection": true | ||
| } |
20 changes: 20 additions & 0 deletions
20
...l_base_conf_files/stable-diffusion-1.5-epsilon/feature_extractor/preprocessor_config.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,20 @@ | ||
| { | ||
| "crop_size": 224, | ||
| "do_center_crop": true, | ||
| "do_convert_rgb": true, | ||
| "do_normalize": true, | ||
| "do_resize": true, | ||
| "feature_extractor_type": "CLIPFeatureExtractor", | ||
| "image_mean": [ | ||
| 0.48145466, | ||
| 0.4578275, | ||
| 0.40821073 | ||
| ], | ||
| "image_std": [ | ||
| 0.26862954, | ||
| 0.26130258, | ||
| 0.27577711 | ||
| ], | ||
| "resample": 3, | ||
| "size": 224 | ||
| } |
32 changes: 32 additions & 0 deletions
32
invokeai/backend/assets/model_base_conf_files/stable-diffusion-1.5-epsilon/model_index.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,32 @@ | ||
| { | ||
| "_class_name": "StableDiffusionPipeline", | ||
| "_diffusers_version": "0.6.0", | ||
| "feature_extractor": [ | ||
| "transformers", | ||
| "CLIPImageProcessor" | ||
| ], | ||
| "safety_checker": [ | ||
| "stable_diffusion", | ||
| "StableDiffusionSafetyChecker" | ||
| ], | ||
| "scheduler": [ | ||
| "diffusers", | ||
| "PNDMScheduler" | ||
| ], | ||
| "text_encoder": [ | ||
| "transformers", | ||
| "CLIPTextModel" | ||
| ], | ||
| "tokenizer": [ | ||
| "transformers", | ||
| "CLIPTokenizer" | ||
| ], | ||
| "unet": [ | ||
| "diffusers", | ||
| "UNet2DConditionModel" | ||
| ], | ||
| "vae": [ | ||
| "diffusers", | ||
| "AutoencoderKL" | ||
| ] | ||
| } |
175 changes: 175 additions & 0 deletions
175
...kend/assets/model_base_conf_files/stable-diffusion-1.5-epsilon/safety_checker/config.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,175 @@ | ||
| { | ||
| "_commit_hash": "4bb648a606ef040e7685bde262611766a5fdd67b", | ||
| "_name_or_path": "CompVis/stable-diffusion-safety-checker", | ||
| "architectures": [ | ||
| "StableDiffusionSafetyChecker" | ||
| ], | ||
| "initializer_factor": 1.0, | ||
| "logit_scale_init_value": 2.6592, | ||
| "model_type": "clip", | ||
| "projection_dim": 768, | ||
| "text_config": { | ||
| "_name_or_path": "", | ||
| "add_cross_attention": false, | ||
| "architectures": null, | ||
| "attention_dropout": 0.0, | ||
| "bad_words_ids": null, | ||
| "bos_token_id": 0, | ||
| "chunk_size_feed_forward": 0, | ||
| "cross_attention_hidden_size": null, | ||
| "decoder_start_token_id": null, | ||
| "diversity_penalty": 0.0, | ||
| "do_sample": false, | ||
| "dropout": 0.0, | ||
| "early_stopping": false, | ||
| "encoder_no_repeat_ngram_size": 0, | ||
| "eos_token_id": 2, | ||
| "exponential_decay_length_penalty": null, | ||
| "finetuning_task": null, | ||
| "forced_bos_token_id": null, | ||
| "forced_eos_token_id": null, | ||
| "hidden_act": "quick_gelu", | ||
| "hidden_size": 768, | ||
| "id2label": { | ||
| "0": "LABEL_0", | ||
| "1": "LABEL_1" | ||
| }, | ||
| "initializer_factor": 1.0, | ||
| "initializer_range": 0.02, | ||
| "intermediate_size": 3072, | ||
| "is_decoder": false, | ||
| "is_encoder_decoder": false, | ||
| "label2id": { | ||
| "LABEL_0": 0, | ||
| "LABEL_1": 1 | ||
| }, | ||
| "layer_norm_eps": 1e-05, | ||
| "length_penalty": 1.0, | ||
| "max_length": 20, | ||
| "max_position_embeddings": 77, | ||
| "min_length": 0, | ||
| "model_type": "clip_text_model", | ||
| "no_repeat_ngram_size": 0, | ||
| "num_attention_heads": 12, | ||
| "num_beam_groups": 1, | ||
| "num_beams": 1, | ||
| "num_hidden_layers": 12, | ||
| "num_return_sequences": 1, | ||
| "output_attentions": false, | ||
| "output_hidden_states": false, | ||
| "output_scores": false, | ||
| "pad_token_id": 1, | ||
| "prefix": null, | ||
| "problem_type": null, | ||
| "pruned_heads": {}, | ||
| "remove_invalid_values": false, | ||
| "repetition_penalty": 1.0, | ||
| "return_dict": true, | ||
| "return_dict_in_generate": false, | ||
| "sep_token_id": null, | ||
| "task_specific_params": null, | ||
| "temperature": 1.0, | ||
| "tf_legacy_loss": false, | ||
| "tie_encoder_decoder": false, | ||
| "tie_word_embeddings": true, | ||
| "tokenizer_class": null, | ||
| "top_k": 50, | ||
| "top_p": 1.0, | ||
| "torch_dtype": null, | ||
| "torchscript": false, | ||
| "transformers_version": "4.22.0.dev0", | ||
| "typical_p": 1.0, | ||
| "use_bfloat16": false, | ||
| "vocab_size": 49408 | ||
| }, | ||
| "text_config_dict": { | ||
| "hidden_size": 768, | ||
| "intermediate_size": 3072, | ||
| "num_attention_heads": 12, | ||
| "num_hidden_layers": 12 | ||
| }, | ||
| "torch_dtype": "float32", | ||
| "transformers_version": null, | ||
| "vision_config": { | ||
| "_name_or_path": "", | ||
| "add_cross_attention": false, | ||
| "architectures": null, | ||
| "attention_dropout": 0.0, | ||
| "bad_words_ids": null, | ||
| "bos_token_id": null, | ||
| "chunk_size_feed_forward": 0, | ||
| "cross_attention_hidden_size": null, | ||
| "decoder_start_token_id": null, | ||
| "diversity_penalty": 0.0, | ||
| "do_sample": false, | ||
| "dropout": 0.0, | ||
| "early_stopping": false, | ||
| "encoder_no_repeat_ngram_size": 0, | ||
| "eos_token_id": null, | ||
| "exponential_decay_length_penalty": null, | ||
| "finetuning_task": null, | ||
| "forced_bos_token_id": null, | ||
| "forced_eos_token_id": null, | ||
| "hidden_act": "quick_gelu", | ||
| "hidden_size": 1024, | ||
| "id2label": { | ||
| "0": "LABEL_0", | ||
| "1": "LABEL_1" | ||
| }, | ||
| "image_size": 224, | ||
| "initializer_factor": 1.0, | ||
| "initializer_range": 0.02, | ||
| "intermediate_size": 4096, | ||
| "is_decoder": false, | ||
| "is_encoder_decoder": false, | ||
| "label2id": { | ||
| "LABEL_0": 0, | ||
| "LABEL_1": 1 | ||
| }, | ||
| "layer_norm_eps": 1e-05, | ||
| "length_penalty": 1.0, | ||
| "max_length": 20, | ||
| "min_length": 0, | ||
| "model_type": "clip_vision_model", | ||
| "no_repeat_ngram_size": 0, | ||
| "num_attention_heads": 16, | ||
| "num_beam_groups": 1, | ||
| "num_beams": 1, | ||
| "num_channels": 3, | ||
| "num_hidden_layers": 24, | ||
| "num_return_sequences": 1, | ||
| "output_attentions": false, | ||
| "output_hidden_states": false, | ||
| "output_scores": false, | ||
| "pad_token_id": null, | ||
| "patch_size": 14, | ||
| "prefix": null, | ||
| "problem_type": null, | ||
| "pruned_heads": {}, | ||
| "remove_invalid_values": false, | ||
| "repetition_penalty": 1.0, | ||
| "return_dict": true, | ||
| "return_dict_in_generate": false, | ||
| "sep_token_id": null, | ||
| "task_specific_params": null, | ||
| "temperature": 1.0, | ||
| "tf_legacy_loss": false, | ||
| "tie_encoder_decoder": false, | ||
| "tie_word_embeddings": true, | ||
| "tokenizer_class": null, | ||
| "top_k": 50, | ||
| "top_p": 1.0, | ||
| "torch_dtype": null, | ||
| "torchscript": false, | ||
| "transformers_version": "4.22.0.dev0", | ||
| "typical_p": 1.0, | ||
| "use_bfloat16": false | ||
| }, | ||
| "vision_config_dict": { | ||
| "hidden_size": 1024, | ||
| "intermediate_size": 4096, | ||
| "num_attention_heads": 16, | ||
| "num_hidden_layers": 24, | ||
| "patch_size": 14 | ||
| } | ||
| } |
13 changes: 13 additions & 0 deletions
13
...assets/model_base_conf_files/stable-diffusion-1.5-epsilon/scheduler/scheduler_config.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,13 @@ | ||
| { | ||
| "_class_name": "PNDMScheduler", | ||
| "_diffusers_version": "0.6.0", | ||
| "beta_end": 0.012, | ||
| "beta_schedule": "scaled_linear", | ||
| "beta_start": 0.00085, | ||
| "num_train_timesteps": 1000, | ||
| "set_alpha_to_one": false, | ||
| "skip_prk_steps": true, | ||
| "steps_offset": 1, | ||
| "trained_betas": null, | ||
| "clip_sample": false | ||
| } |
25 changes: 25 additions & 0 deletions
25
...ackend/assets/model_base_conf_files/stable-diffusion-1.5-epsilon/text_encoder/config.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,25 @@ | ||
| { | ||
| "_name_or_path": "openai/clip-vit-large-patch14", | ||
| "architectures": [ | ||
| "CLIPTextModel" | ||
| ], | ||
| "attention_dropout": 0.0, | ||
| "bos_token_id": 0, | ||
| "dropout": 0.0, | ||
| "eos_token_id": 2, | ||
| "hidden_act": "quick_gelu", | ||
| "hidden_size": 768, | ||
| "initializer_factor": 1.0, | ||
| "initializer_range": 0.02, | ||
| "intermediate_size": 3072, | ||
| "layer_norm_eps": 1e-05, | ||
| "max_position_embeddings": 77, | ||
| "model_type": "clip_text_model", | ||
| "num_attention_heads": 12, | ||
| "num_hidden_layers": 12, | ||
| "pad_token_id": 1, | ||
| "projection_dim": 768, | ||
| "torch_dtype": "float32", | ||
| "transformers_version": "4.22.0.dev0", | ||
| "vocab_size": 49408 | ||
| } |
Oops, something went wrong.
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
I ran an sd1 controlnet as a single file and it didn't seem to break as a result of this, but it seems weird to have this hard coded filepath here
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
The _name_or_path field is ignored during file conversion, but these fields will be removed.