Initial Upload
Browse files- .gitattributes +2 -0
- Icon.png +0 -0
- README.md +26 -0
- Sample.png +0 -0
- Sample1.png +0 -0
- Sample2.png +0 -0
- Sample3.png +0 -0
- controlnet/config.json +72 -0
- controlnet/model.onnx +3 -0
- controlnet/model.onnx.data +3 -0
- model_index.json +41 -0
- scheduler/scheduler_config.json +17 -0
- text_encoder/config.json +24 -0
- text_encoder/model.onnx +3 -0
- text_encoder_2/config.json +24 -0
- text_encoder_2/model.onnx +3 -0
- tokenizer/merges.txt +0 -0
- tokenizer/model.onnx +3 -0
- tokenizer/special_tokens_map.json +30 -0
- tokenizer/tokenizer_config.json +30 -0
- tokenizer/vocab.json +0 -0
- tokenizer_2/merges.txt +0 -0
- tokenizer_2/model.onnx +3 -0
- tokenizer_2/special_tokens_map.json +24 -0
- tokenizer_2/tokenizer_config.json +38 -0
- tokenizer_2/vocab.json +0 -0
- unet/config.json +72 -0
- unet/model.onnx +3 -0
- unet/model.onnx.data +3 -0
- vae_decoder/config.json +31 -0
- vae_decoder/model.onnx +3 -0
- vae_encoder/config.json +31 -0
- vae_encoder/model.onnx +3 -0
.gitattributes
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@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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controlnet/model.onnx.data filter=lfs diff=lfs merge=lfs -text
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unet/model.onnx.data filter=lfs diff=lfs merge=lfs -text
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Icon.png
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README.md
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# SDXL Turbo - Onnx Olive DirectML Optimized
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## Original Model
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https://huggingface.co/stabilityai/sdxl-turbo
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## C# Inference Demo
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https://github.com/saddam213/OnnxStack
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```csharp
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// Create Pipeline
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var pipeline = StableDiffusionXLPipeline.CreatePipeline("D:\\Models\\SDXL-Turbo", ModelType.Turbo);
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// Prompt
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var promptOptions = new PromptOptions
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{
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Prompt = "Generate a 3D render of a sleek sci-fi spaceship soaring through the stars, with engines blazing and stars streaking past."
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};
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// Run pipeline
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var result = await pipeline.GenerateImageAsync(promptOptions);
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// Save Image Result
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await result.SaveAsync("Result.png");
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```
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## Inference Result
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![Intro Image](Sample.png)
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Sample.png
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Sample1.png
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Sample2.png
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Sample3.png
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controlnet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.24.0.dev0",
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"act_fn": "silu",
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"addition_embed_type": "text_time",
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"addition_embed_type_num_heads": 64,
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"addition_time_embed_dim": 256,
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"attention_head_dim": [
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5,
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],
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"attention_type": "default",
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"block_out_channels": [
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320,
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],
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"center_input_sample": false,
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"class_embeddings_concat": false,
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"conv_in_kernel": 3,
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"conv_out_kernel": 3,
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"cross_attention_dim": 2048,
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"cross_attention_norm": null,
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"down_block_types": [
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"DownBlock2D",
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D"
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],
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"downsample_padding": 1,
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"dropout": 0.0,
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"encoder_hid_dim": null,
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"flip_sin_to_cos": true,
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"in_channels": 4,
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"layers_per_block": 2,
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"mid_block_only_cross_attention": null,
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"mid_block_scale_factor": 1,
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"mid_block_type": "UNetMidBlock2DCrossAttn",
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"norm_eps": 1e-05,
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"norm_num_groups": 32,
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"num_attention_heads": null,
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"num_class_embeds": null,
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"only_cross_attention": false,
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"out_channels": 4,
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"projection_class_embeddings_input_dim": 2816,
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"resnet_out_scale_factor": 1.0,
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"resnet_skip_time_act": false,
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"resnet_time_scale_shift": "default",
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"reverse_transformer_layers_per_block": null,
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"sample_size": 64,
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"time_cond_proj_dim": null,
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"time_embedding_act_fn": null,
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"time_embedding_dim": null,
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"time_embedding_type": "positional",
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"timestep_post_act": null,
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],
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"up_block_types": [
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"CrossAttnUpBlock2D",
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"CrossAttnUpBlock2D",
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"UpBlock2D"
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],
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"upcast_attention": null,
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"use_linear_projection": true
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}
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controlnet/model.onnx
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:b7dd4833d0ec0f6fad7fbff3e11695f2650add6685a6d7cce682cdf69424a6e9
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size 1244445
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controlnet/model.onnx.data
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:94301ddd051bab5155eb2cf7cfcddbf203bb10438c9a9b16e777d41feca3ec1d
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size 5134903040
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model_index.json
ADDED
@@ -0,0 +1,41 @@
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{
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"_class_name": "StableDiffusionXLPipeline",
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"_diffusers_version": "0.24.0.dev0",
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"feature_extractor": [
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null,
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null
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],
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"force_zeros_for_empty_prompt": true,
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"image_encoder": [
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null,
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null
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],
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"scheduler": [
|
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"diffusers",
|
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"EulerAncestralDiscreteScheduler"
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],
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"text_encoder": [
|
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"transformers",
|
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"CLIPTextModel"
|
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],
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"text_encoder_2": [
|
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"transformers",
|
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"CLIPTextModelWithProjection"
|
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],
|
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"tokenizer": [
|
26 |
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"transformers",
|
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"CLIPTokenizer"
|
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],
|
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"tokenizer_2": [
|
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"transformers",
|
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"CLIPTokenizer"
|
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],
|
33 |
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"unet": [
|
34 |
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"diffusers",
|
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"UNet2DConditionModel"
|
36 |
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],
|
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"vae": [
|
38 |
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"diffusers",
|
39 |
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"AutoencoderKL"
|
40 |
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]
|
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}
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scheduler/scheduler_config.json
ADDED
@@ -0,0 +1,17 @@
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{
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"_class_name": "EulerAncestralDiscreteScheduler",
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"_diffusers_version": "0.24.0.dev0",
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"beta_end": 0.012,
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"beta_schedule": "scaled_linear",
|
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"beta_start": 0.00085,
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"clip_sample": false,
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"interpolation_type": "linear",
|
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"num_train_timesteps": 1000,
|
10 |
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"prediction_type": "epsilon",
|
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"sample_max_value": 1.0,
|
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"set_alpha_to_one": false,
|
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"skip_prk_steps": true,
|
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"steps_offset": 1,
|
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"timestep_spacing": "trailing",
|
16 |
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"trained_betas": null
|
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}
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text_encoder/config.json
ADDED
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{
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"architectures": [
|
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"CLIPTextModel"
|
4 |
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],
|
5 |
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"attention_dropout": 0.0,
|
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"bos_token_id": 0,
|
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"dropout": 0.0,
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"eos_token_id": 2,
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"hidden_act": "quick_gelu",
|
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"hidden_size": 768,
|
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"initializer_factor": 1.0,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 77,
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"model_type": "clip_text_model",
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"num_attention_heads": 12,
|
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"projection_dim": 768,
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"torch_dtype": "float16",
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"transformers_version": "4.36.0.dev0",
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"vocab_size": 49408
|
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}
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text_encoder/model.onnx
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:5545a432615173e70cf86fdd76be4c1abdf8ab775b34f435f05237e2bc04cad8
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size 246481009
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text_encoder_2/config.json
ADDED
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{
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"architectures": [
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"CLIPTextModelWithProjection"
|
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],
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"attention_dropout": 0.0,
|
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"bos_token_id": 0,
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"dropout": 0.0,
|
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_size": 1280,
|
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"initializer_factor": 1.0,
|
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"initializer_range": 0.02,
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"intermediate_size": 5120,
|
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 77,
|
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"model_type": "clip_text_model",
|
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"num_attention_heads": 20,
|
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"num_hidden_layers": 32,
|
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"pad_token_id": 1,
|
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"projection_dim": 1280,
|
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"torch_dtype": "float16",
|
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"transformers_version": "4.36.0.dev0",
|
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"vocab_size": 49408
|
24 |
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}
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text_encoder_2/model.onnx
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:892a256b4984ab950ae52396eb0873025f184e0ab72741acae5ccb405ba16d95
|
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size 1390289338
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tokenizer/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
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tokenizer/model.onnx
ADDED
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+
version https://git-lfs.github.com/spec/v1
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oid sha256:63b7618c80a5bd8d1ee6fe92b28e7b72dde7aaa522963ff083f284501a9ec7df
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size 1683233
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tokenizer/special_tokens_map.json
ADDED
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{
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"bos_token": {
|
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"content": "<|startoftext|>",
|
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"lstrip": false,
|
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"normalized": true,
|
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"rstrip": false,
|
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"single_word": false
|
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},
|
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"eos_token": {
|
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"content": "<|endoftext|>",
|
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
|
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"single_word": false
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},
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"pad_token": {
|
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"content": "<|endoftext|>",
|
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"lstrip": false,
|
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"normalized": false,
|
20 |
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"rstrip": false,
|
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"single_word": false
|
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},
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"unk_token": {
|
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"content": "<|endoftext|>",
|
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"lstrip": false,
|
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"normalized": true,
|
27 |
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"rstrip": false,
|
28 |
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"single_word": false
|
29 |
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}
|
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}
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tokenizer/tokenizer_config.json
ADDED
@@ -0,0 +1,30 @@
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{
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"added_tokens_decoder": {
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"49406": {
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"content": "<|startoftext|>",
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"normalized": true,
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"special": true
|
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},
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"49407": {
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tokenizer_2/merges.txt
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tokenizer_2/model.onnx
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unet/config.json
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vae_encoder/model.onnx
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