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diff --git a/weights/hunyuanDiT/README.md b/weights/hunyuanDiT/README.md
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----
-license: other
-license_name: tencent-hunyuan-community
-license_link: https://huggingface.co/Tencent-Hunyuan/HunyuanDiT/blob/main/LICENSE.txt
-language:
-- en
----
-
-
-
- 
-
-
-# Hunyuan-DiT : A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding
-# 混元-DiT: 具有细粒度中文理解的多分辨率Diffusion Transformer
-
-[[Arxiv]](https://arxiv.org/abs/2405.08748) [[project page]](https://dit.hunyuan.tencent.com/) [[github]](https://github.com/Tencent/HunyuanDiT)
-
-This repo contains the distilled Hunyuan-DiT in 🤗 [Diffusers](https://github.com/huggingface/diffusers) format.
-
-It supports 25-step text-to-image generation.
-
-## Dependency
-Please install PyTorch first, following the instruction in [https://pytorch.org](https://pytorch.org)
-
-Install the latest version of transformers with `pip`:
-```
-pip install --upgrade transformers
-```
-
-Then install the latest github version of 🤗 Diffusers with `pip`:
-```
-pip install git+https://github.com/huggingface/diffusers.git
-```
-
-## Example Usage with 🤗 Diffusers
-```py
-import torch
-from diffusers import HunyuanDiTPipeline
-
-pipe = HunyuanDiTPipeline.from_pretrained("Tencent-Hunyuan/HunyuanDiT-v1.1-Diffusers-Distilled", torch_dtype=torch.float16)
-pipe.to("cuda")
-
-# You may also use English prompt as HunyuanDiT supports both English and Chinese
-# prompt = "An astronaut riding a horse"
-prompt = "一个宇航员在骑马"
-image = pipe(prompt).images[0]
-```
-
-
-
-## 📈 Comparisons
-In order to comprehensively compare the generation capabilities of HunyuanDiT and other models, we constructed a 4-dimensional test set, including Text-Image Consistency, Excluding AI Artifacts, Subject Clarity, Aesthetic. More than 50 professional evaluators performs the evaluation.
-
-
-
-
-
- | Model | Open Source | Text-Image Consistency (%) | Excluding AI Artifacts (%) | Subject Clarity (%) | Aesthetics (%) | Overall (%) |
-
-
-
-
- | SDXL | ✔ | 64.3 | 60.6 | 91.1 | 76.3 | 42.7 |
-
-
- | PixArt-α | ✔ | 68.3 | 60.9 | 93.2 | 77.5 | 45.5 |
-
-
- | Playground 2.5 | ✔ | 71.9 | 70.8 | 94.9 | 83.3 | 54.3 |
-
-
-
- | SD 3 | ✘ | 77.1 | 69.3 | 94.6 | 82.5 | 56.7 |
-
-
-
- | MidJourney v6 | ✘ | 73.5 | 80.2 | 93.5 | 87.2 | 63.3 |
-
-
- | DALL-E 3 | ✘ | 83.9 | 80.3 | 96.5 | 89.4 | 71.0 |
-
-
- | Hunyuan-DiT | ✔ | 74.2 | 74.3 | 95.4 | 86.6 | 59.0 |
-
-
-
-
-
-## 🎥 Visualization
-
-* **Chinese Elements**
-
- 
-
-
-* **Long Text Input**
-
-
-
- 
-
-
-
-## 🔥🔥🔥 Tencent Hunyuan Bot
-
-Welcome to [Tencent Hunyuan Bot](https://hunyuan.tencent.com/bot/chat), where you can explore our innovative products in multi-round conversation!
\ No newline at end of file
diff --git a/weights/hunyuanDiT/model_index.json b/weights/hunyuanDiT/model_index.json
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--- a/weights/hunyuanDiT/model_index.json
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-{
- "_class_name": "HunyuanDiTPipeline",
- "_diffusers_version": "0.29.0",
- "feature_extractor": [
- null,
- null
- ],
- "requires_safety_checker": true,
- "safety_checker": [
- null,
- null
- ],
- "scheduler": [
- "diffusers",
- "DDPMScheduler"
- ],
- "text_encoder": [
- "transformers",
- "BertModel"
- ],
- "text_encoder_2": [
- "transformers",
- "T5EncoderModel"
- ],
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- "transformers",
- "BertTokenizer"
- ],
- "tokenizer_2": [
- "transformers",
- "T5Tokenizer"
- ],
- "transformer": [
- "diffusers",
- "HunyuanDiT2DModel"
- ],
- "vae": [
- "diffusers",
- "AutoencoderKL"
- ]
-}
diff --git a/weights/hunyuanDiT/scheduler/scheduler_config.json b/weights/hunyuanDiT/scheduler/scheduler_config.json
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-{
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- "clip_sample_range": 1.0,
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- "steps_offset": 1,
- "thresholding": false,
- "timestep_spacing": "leading",
- "trained_betas": null,
- "variance_type": "fixed_small"
-}
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-{
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-{
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- }
-}
diff --git a/weights/hunyuanDiT/tokenizer/special_tokens_map.json b/weights/hunyuanDiT/tokenizer/special_tokens_map.json
deleted file mode 100644
index 9bbecc17cabbcbd3112c14d6982b51403b264bfa..0000000000000000000000000000000000000000
--- a/weights/hunyuanDiT/tokenizer/special_tokens_map.json
+++ /dev/null
@@ -1,37 +0,0 @@
-{
- "cls_token": {
- "content": "[CLS]",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false
- },
- "mask_token": {
- "content": "[MASK]",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false
- },
- "pad_token": {
- "content": "[PAD]",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false
- },
- "sep_token": {
- "content": "[SEP]",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false
- },
- "unk_token": {
- "content": "[UNK]",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false
- }
-}
diff --git a/weights/hunyuanDiT/tokenizer/tokenizer_config.json b/weights/hunyuanDiT/tokenizer/tokenizer_config.json
deleted file mode 100644
index c57897ebb275499b3c6d5284f1187860f86741e6..0000000000000000000000000000000000000000
--- a/weights/hunyuanDiT/tokenizer/tokenizer_config.json
+++ /dev/null
@@ -1,57 +0,0 @@
-{
- "added_tokens_decoder": {
- "0": {
- "content": "[PAD]",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "100": {
- "content": "[UNK]",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "101": {
- "content": "[CLS]",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "102": {
- "content": "[SEP]",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "103": {
- "content": "[MASK]",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
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- "special": true
- }
- },
- "clean_up_tokenization_spaces": true,
- "cls_token": "[CLS]",
- "do_basic_tokenize": true,
- "do_lower_case": true,
- "mask_token": "[MASK]",
- "model_max_length": 77,
- "never_split": null,
- "pad_token": "[PAD]",
- "sep_token": "[SEP]",
- "strip_accents": null,
- "tokenize_chinese_chars": true,
- "tokenizer_class": "BertTokenizer",
- "unk_token": "[UNK]"
-}
diff --git a/weights/hunyuanDiT/tokenizer/vocab.txt b/weights/hunyuanDiT/tokenizer/vocab.txt
deleted file mode 100644
index 6246906805d02aca01714c71e4c8d77b69a7a131..0000000000000000000000000000000000000000
--- a/weights/hunyuanDiT/tokenizer/vocab.txt
+++ /dev/null
@@ -1,47020 +0,0 @@
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diff --git a/weights/mvd_lite/feature_extractor_clip/preprocessor_config.json b/weights/mvd_lite/feature_extractor_clip/preprocessor_config.json
deleted file mode 100644
index fb1692ff11ed6b3dee0634f577193bb23c0d37ec..0000000000000000000000000000000000000000
--- a/weights/mvd_lite/feature_extractor_clip/preprocessor_config.json
+++ /dev/null
@@ -1,27 +0,0 @@
-{
- "crop_size": {
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- },
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diff --git a/weights/mvd_lite/feature_extractor_vae/preprocessor_config.json b/weights/mvd_lite/feature_extractor_vae/preprocessor_config.json
deleted file mode 100644
index 125d9e93e7c7b439c6b2299d38c6564b02d9d196..0000000000000000000000000000000000000000
--- a/weights/mvd_lite/feature_extractor_vae/preprocessor_config.json
+++ /dev/null
@@ -1,19 +0,0 @@
-{
- "crop_size": {
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diff --git a/weights/mvd_lite/model_index.json b/weights/mvd_lite/model_index.json
deleted file mode 100644
index 02bcecc7fdb740f9d0563bb71c10c5ea573008cd..0000000000000000000000000000000000000000
--- a/weights/mvd_lite/model_index.json
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-{
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diff --git a/weights/mvd_lite/scheduler/scheduler_config.json b/weights/mvd_lite/scheduler/scheduler_config.json
deleted file mode 100644
index 9844a9765ea842d027971d9e85f28b0d73df6822..0000000000000000000000000000000000000000
--- a/weights/mvd_lite/scheduler/scheduler_config.json
+++ /dev/null
@@ -1,15 +0,0 @@
-{
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diff --git a/weights/mvd_lite/text_encoder/config.json b/weights/mvd_lite/text_encoder/config.json
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--- a/weights/mvd_lite/text_encoder/config.json
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-{
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- "torch_dtype": "float16",
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diff --git a/weights/mvd_lite/text_encoder/model.safetensors b/weights/mvd_lite/text_encoder/model.safetensors
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-obe dience
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-en nis
-ãĥ ŀ
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-íĬ ¸
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diff --git a/weights/mvd_lite/tokenizer/special_tokens_map.json b/weights/mvd_lite/tokenizer/special_tokens_map.json
deleted file mode 100644
index ae0c5be6f35217e51c4c000fd325d8de0294e99c..0000000000000000000000000000000000000000
--- a/weights/mvd_lite/tokenizer/special_tokens_map.json
+++ /dev/null
@@ -1,24 +0,0 @@
-{
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- "single_word": false
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diff --git a/weights/mvd_lite/tokenizer/tokenizer_config.json b/weights/mvd_lite/tokenizer/tokenizer_config.json
deleted file mode 100644
index bd2abe19377557ff5771584921f9b65fa041fef0..0000000000000000000000000000000000000000
--- a/weights/mvd_lite/tokenizer/tokenizer_config.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
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- "unk_token": "<|endoftext|>"
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diff --git a/weights/mvd_lite/tokenizer/vocab.json b/weights/mvd_lite/tokenizer/vocab.json
deleted file mode 100644
index 469be27c5c010538f845f518c4f5e8574c78f7c8..0000000000000000000000000000000000000000
--- a/weights/mvd_lite/tokenizer/vocab.json
+++ /dev/null
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diff --git a/weights/mvd_lite/unet/config.json b/weights/mvd_lite/unet/config.json
deleted file mode 100644
index cacbdd98e2d080bc6551cc69663d52a8dba63538..0000000000000000000000000000000000000000
--- a/weights/mvd_lite/unet/config.json
+++ /dev/null
@@ -1,73 +0,0 @@
-{
- "_class_name": "UNet2DConditionModel",
- "_diffusers_version": "0.24.0",
- "_name_or_path": "D:\\.cache\\huggingface\\hub\\models--stabilityai--stable-diffusion-2\\snapshots\\1e128c8891e52218b74cde8f26dbfc701cb99d79\\unet",
- "act_fn": "silu",
- "addition_embed_type": null,
- "addition_embed_type_num_heads": 64,
- "addition_time_embed_dim": null,
- "attention_head_dim": [
- 5,
- 10,
- 20,
- 20
- ],
- "attention_type": "default",
- "block_out_channels": [
- 320,
- 640,
- 1280,
- 1280
- ],
- "center_input_sample": false,
- "class_embed_type": null,
- "class_embeddings_concat": false,
- "conv_in_kernel": 3,
- "conv_out_kernel": 3,
- "cross_attention_dim": 1024,
- "cross_attention_norm": null,
- "down_block_types": [
- "CrossAttnDownBlock2D",
- "CrossAttnDownBlock2D",
- "CrossAttnDownBlock2D",
- "DownBlock2D"
- ],
- "downsample_padding": 1,
- "dropout": 0.0,
- "dual_cross_attention": false,
- "encoder_hid_dim": null,
- "encoder_hid_dim_type": null,
- "flip_sin_to_cos": true,
- "freq_shift": 0,
- "in_channels": 4,
- "layers_per_block": 2,
- "mid_block_only_cross_attention": null,
- "mid_block_scale_factor": 1,
- "mid_block_type": "UNetMidBlock2DCrossAttn",
- "norm_eps": 1e-05,
- "norm_num_groups": 32,
- "num_attention_heads": null,
- "num_class_embeds": null,
- "only_cross_attention": false,
- "out_channels": 4,
- "projection_class_embeddings_input_dim": null,
- "resnet_out_scale_factor": 1.0,
- "resnet_skip_time_act": false,
- "resnet_time_scale_shift": "default",
- "reverse_transformer_layers_per_block": null,
- "sample_size": 96,
- "time_cond_proj_dim": null,
- "time_embedding_act_fn": null,
- "time_embedding_dim": null,
- "time_embedding_type": "positional",
- "timestep_post_act": null,
- "transformer_layers_per_block": 1,
- "up_block_types": [
- "UpBlock2D",
- "CrossAttnUpBlock2D",
- "CrossAttnUpBlock2D",
- "CrossAttnUpBlock2D"
- ],
- "upcast_attention": false,
- "use_linear_projection": true
-}
diff --git a/weights/mvd_lite/unet/diffusion_pytorch_model.safetensors b/weights/mvd_lite/unet/diffusion_pytorch_model.safetensors
deleted file mode 100644
index bfa2c5136baec0aa800328de3d90670e91fb3776..0000000000000000000000000000000000000000
--- a/weights/mvd_lite/unet/diffusion_pytorch_model.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
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