app.pyにおいて、Wan2.1のattention.pyをパッチ適用し、flash_attnの要件を無効化する処理を追加しました。また、download_models.shで必要なモデルファイルのリストを更新し、README.mddの起動時のログを拡充しました。これにより、モデルのダウンロードと初期化処理が改善されました。

app.py

@@ -24,6 +24,32 @@ def initialize():
         except Exception as e:
             print(f"Warning: Failed to clone VACE: {e}")
     
+    # Patch Wan2.1 attention.py to disable flash_attn requirement
+    attention_file = "Wan2.1/wan/modules/attention.py"
+    if os.path.exists(attention_file):
+        print("Patching attention.py to disable flash_attn requirement...")
+        try:
+            with open(attention_file, 'r') as f:
+                content = f.read()
+            
+            # Replace the assert statement with a fallback
+            if "assert FLASH_ATTN_2_AVAILABLE" in content:
+                # First, ensure F is imported
+                if "import torch.nn.functional as F" not in content:
+                    content = "import torch.nn.functional as F\n" + content
+                
+                # Replace the assert with a conditional return
+                content = content.replace(
+                    "assert FLASH_ATTN_2_AVAILABLE",
+                    "if not FLASH_ATTN_2_AVAILABLE:\n        return F.scaled_dot_product_attention(q, k, v, dropout_p=0.0, is_causal=False)"
+                )
+                
+                with open(attention_file, 'w') as f:
+                    f.write(content)
+                print("Successfully patched attention.py")
+        except Exception as e:
+            print(f"Warning: Failed to patch attention.py: {e}")
+    
     # Download models using huggingface-cli
     models = [
         ("Wan-AI/Wan2.1-VACE-1.3B", "Wan2.1-VACE-1.3B"),
@@ -50,7 +76,9 @@ def initialize():
     # Check for critical model files
     critical_files = [
         "Wan2.1-VACE-1.3B/models_t5_umt5-xxl-enc-bf16.pth",
-        "Wan2.1-VACE-1.3B/models_wannormconv_flf_1.3B_fsdp8.pth"
+        "Wan2.1-VACE-1.3B/diffusion_pytorch_model.safetensors",
+        "Wan2.1-FLF2V-14B-720P/models_t5_umt5-xxl-enc-bf16.pth",
+        "Wan2.1-FLF2V-14B-720P/diffusion_pytorch_model.safetensors.index.json"
     ]
     
     for file_path in critical_files:

download_models.sh

@@ -34,8 +34,9 @@ echo "Verifying downloaded files..."
 
 CRITICAL_FILES=(
     "Wan2.1-VACE-1.3B/models_t5_umt5-xxl-enc-bf16.pth"
-    "Wan2.1-VACE-1.3B/models_wannormconv_flf_1.3B_fsdp8.pth"
-    "Wan2.1-FLF2V-14B-720P/models_wannormconv_flf_14B_fsdp8.pth"
+    "Wan2.1-VACE-1.3B/diffusion_pytorch_model.safetensors"
+    "Wan2.1-FLF2V-14B-720P/models_t5_umt5-xxl-enc-bf16.pth"
+    "Wan2.1-FLF2V-14B-720P/diffusion_pytorch_model.safetensors.index.json"
 )
 
 ALL_GOOD=true

エラーログ.md

@@ -1,119 +1,469 @@
-===== Application Startup at 2025-06-21 05:43:26 =====
+===== Application Startup at 2025-06-21 05:54:08 =====
 
 Initializing Wan2.1 VACE environment...
 Cloning Wan2.1 repository...
 Cloning into 'Wan2.1'...
 Cloning VACE repository...
 Cloning into 'VACE'...
+Downloading Wan-AI/Wan2.1-VACE-1.3B...
+/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/huggingface_hub/commands/download.py:139: FutureWarning: Ignoring --local-dir-use-symlinks. Downloading to a local directory does not use symlinks anymore.
+  warnings.warn(
+Downloading '.gitattributes' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/wPaCkH-WbT7GsmxMKKrNZTV4nSM=.fbb6bd8eb5d21aabebd595ad008f94ad627e3305.incomplete'
+
+.gitattributes:   0%|          | 0.00/2.00k [00:00<?, ?B/s]
+.gitattributes: 100%|██████████| 2.00k/2.00k [00:00<00:00, 16.5MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/.gitattributes
+Downloading 'LICENSE.txt' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/cyBuwAu93UXke23CJCWORBYR70A=.261eeb9e9f8b2b4b0d119366dda99c6fd7d35c64.incomplete'
+
+LICENSE.txt:   0%|          | 0.00/11.4k [00:00<?, ?B/s]
+LICENSE.txt: 100%|██████████| 11.4k/11.4k [00:00<00:00, 84.0MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/LICENSE.txt
+Downloading 'README.md' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/Xn7B-BWUGOee2Y6hCZtEhtFu4BE=.ecb8cb95edfe06022839144e0d965780482f2321.incomplete'
+
+README.md:   0%|          | 0.00/40.5k [00:00<?, ?B/s]
+README.md: 100%|██████████| 40.5k/40.5k [00:00<00:00, 112MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/README.md
+Downloading 'Wan2.1_VAE.pth' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/OZTShqo6Di7rh0SEswnfwSjKa9w=.38071ab59bd94681c686fa51d75a1968f64e470262043be31f7a094e442fd981.incomplete'
+
+Wan2.1_VAE.pth:   0%|          | 0.00/508M [00:00<?, ?B/s]
+Wan2.1_VAE.pth:   2%|▏         | 10.5M/508M [00:01<00:51, 9.69MB/s]
+Wan2.1_VAE.pth: 100%|█████████▉| 508M/508M [00:02<00:00, 238MB/s]  
+Download complete. Moving file to Wan2.1-VACE-1.3B/Wan2.1_VAE.pth
+Downloading 'assets/comp_effic.png' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/assets/X4-4NQEdffK1bUQbDx0NJ4IbcNo=.b0e225caffb4b31295ad150f95ee852e4c3dde4a00ac8f79a2ff500f2ce26b8d.incomplete'
+
+comp_effic.png:   0%|          | 0.00/1.79M [00:00<?, ?B/s]
+comp_effic.png: 100%|██████████| 1.79M/1.79M [00:00<00:00, 71.3MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/assets/comp_effic.png
+Downloading 'assets/data_for_diff_stage.jpg' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/assets/UCVN8O248kjCIp8i1TvUXWfm-q4=.59aec08409f2d46b0e640e4e120dc7cca52c08c3de56d026602dbcff1ebf241a.incomplete'
+
+data_for_diff_stage.jpg:   0%|          | 0.00/528k [00:00<?, ?B/s]
+data_for_diff_stage.jpg: 100%|██████████| 528k/528k [00:00<00:00, 147MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/assets/data_for_diff_stage.jpg
+Downloading 'assets/i2v_res.png' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/assets/GL7zbyOeRDu8VADezw2p_Gw3fW4=.6823b3206d8d0cb18d3b5b949dec1217f1178109ba11f14e977b67e1f7b8a248.incomplete'
+
+i2v_res.png:   0%|          | 0.00/892k [00:00<?, ?B/s]
+i2v_res.png: 100%|██████████| 892k/892k [00:00<00:00, 182MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/assets/i2v_res.png
+Downloading 'assets/logo.png' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/assets/gvouIpVGo_vjLxWDOGAmKk_SZvY=.0c55854cbd9692975f217714ffd83fd4b37f5dca.incomplete'
+
+logo.png:   0%|          | 0.00/56.3k [00:00<?, ?B/s]
+logo.png: 100%|██████████| 56.3k/56.3k [00:00<00:00, 125MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/assets/logo.png
+Downloading 'assets/t2v_res.jpg' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/assets/VwwCFkBXvnWpmAWpzHvOZFYnnp8=.91db579092446be2a834bc67721a8e4346936f38c4edb912f459ca3e10f8f439.incomplete'
+
+t2v_res.jpg:   0%|          | 0.00/301k [00:00<?, ?B/s]
+t2v_res.jpg: 100%|██████████| 301k/301k [00:00<00:00, 152MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/assets/t2v_res.jpg
+Downloading 'assets/vben_vs_sota.png' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/assets/p0uIb0aMIBdDB8sg9tk5UvunoB8=.9a0e86ca85046d2675f97984b88b6e74df07bba8a62a31ab8a1aef50d4eda44e.incomplete'
+
+vben_vs_sota.png:   0%|          | 0.00/1.55M [00:00<?, ?B/s]
+vben_vs_sota.png: 100%|██████████| 1.55M/1.55M [00:00<00:00, 197MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/assets/vben_vs_sota.png
+Downloading 'assets/video_dit_arch.jpg' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/assets/PbT6aGUrWxKRPnz45UQ5EbqxKYE=.195dceec6570289d8b01cc51d2e28a7786216f19de55b23978a52610d1646a66.incomplete'
+
+video_dit_arch.jpg:   0%|          | 0.00/643k [00:00<?, ?B/s]
+video_dit_arch.jpg: 100%|██████████| 643k/643k [00:00<00:00, 185MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/assets/video_dit_arch.jpg
+Downloading 'assets/video_vae_res.jpg' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/assets/_r133FrlYqQbngOMpQWXWYhhvVM=.d8f9e7f7353848056a615c8ef35ab86ec22976bb46cb27405008b4089701945c.incomplete'
+
+video_vae_res.jpg:   0%|          | 0.00/213k [00:00<?, ?B/s]
+video_vae_res.jpg: 100%|██████████| 213k/213k [00:00<00:00, 115MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/assets/video_vae_res.jpg
+Downloading 'config.json' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/8_PA_wEVGiVa2goH2H4KQOQpvVY=.75c3b83dcd4d66a530e6f6049069f41b6c5c3f5a.incomplete'
+
+config.json:   0%|          | 0.00/349 [00:00<?, ?B/s]
+config.json: 100%|██████████| 349/349 [00:00<00:00, 3.98MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/config.json
+Downloading 'diffusion_pytorch_model.safetensors' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/4SfAgk9U607e8pVunEB9nSiU10k=.c46a6f5f7d32c453c3983bbc59761ea41cd02ad584fb55d1a7ee2b76145847a2.incomplete'
+
+diffusion_pytorch_model.safetensors:   0%|          | 0.00/7.15G [00:00<?, ?B/s]
+diffusion_pytorch_model.safetensors:   2%|▏         | 157M/7.15G [00:01<00:57, 122MB/s]
+diffusion_pytorch_model.safetensors:   7%|▋         | 493M/7.15G [00:02<00:28, 232MB/s]
+diffusion_pytorch_model.safetensors:  16%|█▋        | 1.16G/7.15G [00:03<00:14, 405MB/s]
+diffusion_pytorch_model.safetensors:  31%|███▏      | 2.24G/7.15G [00:04<00:07, 654MB/s]
+diffusion_pytorch_model.safetensors:  47%|████▋     | 3.38G/7.15G [00:05<00:04, 818MB/s]
+diffusion_pytorch_model.safetensors:  64%|██████▍   | 4.56G/7.15G [00:06<00:02, 938MB/s]
+diffusion_pytorch_model.safetensors:  80%|████████  | 5.73G/7.15G [00:07<00:01, 1.01GB/s]
+diffusion_pytorch_model.safetensors: 100%|█████████▉| 7.15G/7.15G [00:08<00:00, 830MB/s] 
+Download complete. Moving file to Wan2.1-VACE-1.3B/diffusion_pytorch_model.safetensors
+Downloading 'google/umt5-xxl/special_tokens_map.json' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/google/umt5-xxl/ahkChHUJFxEmOdq5GDFEmerRzCY=.14855e7052ffbb595057dfd791d293c1c940db2c.incomplete'
+
+special_tokens_map.json:   0%|          | 0.00/6.62k [00:00<?, ?B/s]
+special_tokens_map.json: 100%|██████████| 6.62k/6.62k [00:00<00:00, 24.2MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/google/umt5-xxl/special_tokens_map.json
+Downloading 'google/umt5-xxl/spiece.model' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/google/umt5-xxl/vj8E1loknrCNPSP8nWJC234Bff4=.e3909a67b780650b35cf529ac782ad2b6b26e6d1f849d3fbb6a872905f452458.incomplete'
+
+spiece.model:   0%|          | 0.00/4.55M [00:00<?, ?B/s]
+spiece.model: 100%|██████████| 4.55M/4.55M [00:00<00:00, 241MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/google/umt5-xxl/spiece.model
+Downloading 'google/umt5-xxl/tokenizer.json' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/google/umt5-xxl/HgM_lKo9sdSCfRtVg7MMFS7EKqo=.6e197b4d3dbd71da14b4eb255f4fa91c9c1f2068b20a2de2472967ca3d22602b.incomplete'
+
+tokenizer.json:   0%|          | 0.00/16.8M [00:00<?, ?B/s]
+tokenizer.json: 100%|██████████| 16.8M/16.8M [00:00<00:00, 119MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/google/umt5-xxl/tokenizer.json
+Downloading 'google/umt5-xxl/tokenizer_config.json' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/google/umt5-xxl/vzaExXFZNBay89bvlQv-ZcI6BTg=.4e1cc1cd85599ce0b47fd0a746af188fe4043ff2.incomplete'
+
+tokenizer_config.json:   0%|          | 0.00/61.7k [00:00<?, ?B/s]
+tokenizer_config.json: 100%|██████████| 61.7k/61.7k [00:00<00:00, 56.2MB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/google/umt5-xxl/tokenizer_config.json
+Downloading 'models_t5_umt5-xxl-enc-bf16.pth' to 'Wan2.1-VACE-1.3B/.cache/huggingface/download/7xjTyx9p9-CteGiI3VEINu_Ohx0=.7cace0da2b446bbbbc57d031ab6cf163a3d59b366da94e5afe36745b746fd81d.incomplete'
+
+models_t5_umt5-xxl-enc-bf16.pth:   0%|          | 0.00/11.4G [00:00<?, ?B/s]
+models_t5_umt5-xxl-enc-bf16.pth:   0%|          | 52.4M/11.4G [00:01<03:49, 49.3MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:   7%|▋         | 755M/11.4G [00:02<00:25, 423MB/s]  
+models_t5_umt5-xxl-enc-bf16.pth:  13%|█▎        | 1.47G/11.4G [00:03<00:18, 550MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  23%|██▎       | 2.66G/11.4G [00:04<00:10, 798MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  34%|███▍      | 3.90G/11.4G [00:05<00:07, 946MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  46%|████▌     | 5.25G/11.4G [00:06<00:05, 1.08GB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  57%|█████▋    | 6.46G/11.4G [00:07<00:04, 1.12GB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  67%|██████▋   | 7.64G/11.4G [00:08<00:03, 1.14GB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  77%|███████▋  | 8.80G/11.4G [00:09<00:02, 1.14GB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  88%|████████▊ | 9.95G/11.4G [00:10<00:01, 1.13GB/s]
+models_t5_umt5-xxl-enc-bf16.pth: 100%|█████████▉| 11.4G/11.4G [00:11<00:00, 1.01GB/s]
+Download complete. Moving file to Wan2.1-VACE-1.3B/models_t5_umt5-xxl-enc-bf16.pth
+/home/user/app/Wan2.1-VACE-1.3B
+Successfully downloaded Wan-AI/Wan2.1-VACE-1.3B
+Downloading Wan-AI/Wan2.1-FLF2V-14B-720P...
+/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/huggingface_hub/commands/download.py:139: FutureWarning: Ignoring --local-dir-use-symlinks. Downloading to a local directory does not use symlinks anymore.
+  warnings.warn(
+Downloading '.gitattributes' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/wPaCkH-WbT7GsmxMKKrNZTV4nSM=.057fac3f30fe829b900f2adb15fdc60b7e704c43.incomplete'
+
+.gitattributes:   0%|          | 0.00/2.20k [00:00<?, ?B/s]
+.gitattributes: 100%|██████████| 2.20k/2.20k [00:00<00:00, 16.5MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/.gitattributes
+Downloading 'README.md' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/Xn7B-BWUGOee2Y6hCZtEhtFu4BE=.67f426d305d9e0022c79f6f6abd9910dfe602817.incomplete'
+
+README.md:   0%|          | 0.00/35.1k [00:00<?, ?B/s]
+README.md: 100%|██████████| 35.1k/35.1k [00:00<00:00, 135MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/README.md
+Downloading 'Wan2.1_VAE.pth' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/OZTShqo6Di7rh0SEswnfwSjKa9w=.38071ab59bd94681c686fa51d75a1968f64e470262043be31f7a094e442fd981.incomplete'
+
+Wan2.1_VAE.pth:   0%|          | 0.00/508M [00:00<?, ?B/s]
+Wan2.1_VAE.pth:   9%|▉         | 46.2M/508M [00:01<00:10, 43.1MB/s]
+Wan2.1_VAE.pth: 100%|█████████▉| 508M/508M [00:01<00:00, 332MB/s]  
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/Wan2.1_VAE.pth
+Downloading 'assets/comp_effic.png' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/assets/X4-4NQEdffK1bUQbDx0NJ4IbcNo=.b0e225caffb4b31295ad150f95ee852e4c3dde4a00ac8f79a2ff500f2ce26b8d.incomplete'
+
+comp_effic.png:   0%|          | 0.00/1.79M [00:00<?, ?B/s]
+comp_effic.png: 100%|██████████| 1.79M/1.79M [00:00<00:00, 220MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/assets/comp_effic.png
+Downloading 'assets/data_for_diff_stage.jpg' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/assets/UCVN8O248kjCIp8i1TvUXWfm-q4=.59aec08409f2d46b0e640e4e120dc7cca52c08c3de56d026602dbcff1ebf241a.incomplete'
+
+data_for_diff_stage.jpg:   0%|          | 0.00/528k [00:00<?, ?B/s]
+data_for_diff_stage.jpg: 100%|██████████| 528k/528k [00:00<00:00, 230MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/assets/data_for_diff_stage.jpg
+Downloading 'assets/i2v_res.png' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/assets/GL7zbyOeRDu8VADezw2p_Gw3fW4=.6823b3206d8d0cb18d3b5b949dec1217f1178109ba11f14e977b67e1f7b8a248.incomplete'
+
+i2v_res.png:   0%|          | 0.00/892k [00:00<?, ?B/s]
+i2v_res.png: 100%|██████████| 892k/892k [00:00<00:00, 243MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/assets/i2v_res.png
+Downloading 'assets/logo.png' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/assets/gvouIpVGo_vjLxWDOGAmKk_SZvY=.0c55854cbd9692975f217714ffd83fd4b37f5dca.incomplete'
+
+logo.png:   0%|          | 0.00/56.3k [00:00<?, ?B/s]
+logo.png: 100%|██████████| 56.3k/56.3k [00:00<00:00, 71.2MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/assets/logo.png
+Downloading 'assets/t2v_res.jpg' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/assets/VwwCFkBXvnWpmAWpzHvOZFYnnp8=.91db579092446be2a834bc67721a8e4346936f38c4edb912f459ca3e10f8f439.incomplete'
+
+t2v_res.jpg:   0%|          | 0.00/301k [00:00<?, ?B/s]
+t2v_res.jpg: 100%|██████████| 301k/301k [00:00<00:00, 197MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/assets/t2v_res.jpg
+Downloading 'assets/vben_1.3b_vs_sota.png' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/assets/yhawob5KxOUy3bpsGU-xOWB6FC8=.b7705db79f2e1428ec7a1e6fff8c4fbde062fb95bb233516ddbd04b20007c845.incomplete'
+
+vben_1.3b_vs_sota.png:   0%|          | 0.00/516k [00:00<?, ?B/s]
+vben_1.3b_vs_sota.png: 100%|██████████| 516k/516k [00:00<00:00, 193MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/assets/vben_1.3b_vs_sota.png
+Downloading 'assets/vben_vs_sota.png' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/assets/p0uIb0aMIBdDB8sg9tk5UvunoB8=.9a0e86ca85046d2675f97984b88b6e74df07bba8a62a31ab8a1aef50d4eda44e.incomplete'
+
+vben_vs_sota.png:   0%|          | 0.00/1.55M [00:00<?, ?B/s]
+vben_vs_sota.png: 100%|██████████| 1.55M/1.55M [00:00<00:00, 269MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/assets/vben_vs_sota.png
+Downloading 'assets/video_dit_arch.jpg' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/assets/PbT6aGUrWxKRPnz45UQ5EbqxKYE=.195dceec6570289d8b01cc51d2e28a7786216f19de55b23978a52610d1646a66.incomplete'
+
+video_dit_arch.jpg:   0%|          | 0.00/643k [00:00<?, ?B/s]
+video_dit_arch.jpg: 100%|██████████| 643k/643k [00:00<00:00, 234MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/assets/video_dit_arch.jpg
+Downloading 'assets/video_vae_res.jpg' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/assets/_r133FrlYqQbngOMpQWXWYhhvVM=.d8f9e7f7353848056a615c8ef35ab86ec22976bb46cb27405008b4089701945c.incomplete'
+
+video_vae_res.jpg:   0%|          | 0.00/213k [00:00<?, ?B/s]
+video_vae_res.jpg: 100%|██████████| 213k/213k [00:00<00:00, 149MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/assets/video_vae_res.jpg
+Downloading 'config.json' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/8_PA_wEVGiVa2goH2H4KQOQpvVY=.7d6600f14008ce88cc609fe2aec20800e0adc235.incomplete'
+
+config.json:   0%|          | 0.00/252 [00:00<?, ?B/s]
+config.json: 100%|██████████| 252/252 [00:00<00:00, 2.85MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/config.json
+Downloading 'diffusion_pytorch_model-00001-of-00007.safetensors' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/TusCHwBHv8F5BZbYqnLS5jI6Oyk=.c8644162efd3f6f7407daeff84f2e54f285cd3b2553e4c7282c0c7299c896df6.incomplete'
+
+(…)pytorch_model-00001-of-00007.safetensors:   0%|          | 0.00/9.95G [00:00<?, ?B/s]
+(…)pytorch_model-00001-of-00007.safetensors:   1%|▏         | 147M/9.95G [00:01<01:07, 144MB/s]
+(…)pytorch_model-00001-of-00007.safetensors:   5%|▍         | 461M/9.95G [00:02<00:39, 243MB/s]
+(…)pytorch_model-00001-of-00007.safetensors:  12%|█▏        | 1.21G/9.95G [00:03<00:18, 470MB/s]
+(…)pytorch_model-00001-of-00007.safetensors:  24%|██▍       | 2.43G/9.95G [00:04<00:09, 767MB/s]
+(…)pytorch_model-00001-of-00007.safetensors:  36%|███▌      | 3.61G/9.95G [00:05<00:06, 910MB/s]
+(…)pytorch_model-00001-of-00007.safetensors:  48%|████▊     | 4.75G/9.95G [00:06<00:05, 988MB/s]
+(…)pytorch_model-00001-of-00007.safetensors:  60%|██████    | 5.99G/9.95G [00:07<00:03, 1.07GB/s]
+(…)pytorch_model-00001-of-00007.safetensors:  72%|███████▏  | 7.18G/9.95G [00:08<00:02, 1.11GB/s]
+(…)pytorch_model-00001-of-00007.safetensors:  83%|████████▎ | 8.29G/9.95G [00:09<00:01, 1.10GB/s]
+(…)pytorch_model-00001-of-00007.safetensors:  97%|█████████▋| 9.62G/9.95G [00:10<00:00, 1.17GB/s]
+(…)pytorch_model-00001-of-00007.safetensors: 100%|█████████▉| 9.95G/9.95G [00:10<00:00, 951MB/s] 
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/diffusion_pytorch_model-00001-of-00007.safetensors
+Downloading 'diffusion_pytorch_model-00002-of-00007.safetensors' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/0mgWkIOF8w61grdJuC6SNWbL0jM=.2d83b7c06f9a8f6bece0adbc5cc0976f6618232672d475ba96a4559f30297b4c.incomplete'
+
+(…)pytorch_model-00002-of-00007.safetensors:   0%|          | 0.00/9.80G [00:00<?, ?B/s]
+(…)pytorch_model-00002-of-00007.safetensors:   0%|          | 31.5M/9.80G [00:01<05:18, 30.7MB/s]
+(…)pytorch_model-00002-of-00007.safetensors:   2%|▏         | 157M/9.80G [00:02<01:52, 85.5MB/s] 
+(…)pytorch_model-00002-of-00007.safetensors:   7%|▋         | 650M/9.80G [00:03<00:34, 266MB/s] 
+(…)pytorch_model-00002-of-00007.safetensors:  17%|█▋        | 1.63G/9.80G [00:04<00:15, 541MB/s]
+(…)pytorch_model-00002-of-00007.safetensors:  28%|██▊       | 2.74G/9.80G [00:05<00:09, 744MB/s]
+(…)pytorch_model-00002-of-00007.safetensors:  40%|████      | 3.92G/9.80G [00:06<00:06, 888MB/s]
+(…)pytorch_model-00002-of-00007.safetensors:  51%|█████     | 5.00G/9.80G [00:07<00:05, 948MB/s]
+(…)pytorch_model-00002-of-00007.safetensors:  62%|██████▏   | 6.07G/9.80G [00:08<00:03, 986MB/s]
+(…)pytorch_model-00002-of-00007.safetensors:  75%|███████▍  | 7.34G/9.80G [00:09<00:02, 1.07GB/s]
+(…)pytorch_model-00002-of-00007.safetensors:  87%|████████▋ | 8.48G/9.80G [00:10<00:01, 1.09GB/s]
+(…)pytorch_model-00002-of-00007.safetensors: 100%|█████████▉| 9.80G/9.80G [00:11<00:00, 1.16GB/s]
+(…)pytorch_model-00002-of-00007.safetensors: 100%|█████████▉| 9.80G/9.80G [00:11<00:00, 866MB/s] 
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/diffusion_pytorch_model-00002-of-00007.safetensors
+Downloading 'diffusion_pytorch_model-00003-of-00007.safetensors' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/RrFddTvKBkbcCyhBwL_6GROkS4M=.639cd888df76fda4e351de16c068f4feaf8165d4b60998bea60c9d9bd46a3635.incomplete'
+
+(…)pytorch_model-00003-of-00007.safetensors:   0%|          | 0.00/9.98G [00:00<?, ?B/s]
+(…)pytorch_model-00003-of-00007.safetensors:   1%|          | 83.9M/9.98G [00:01<02:12, 74.4MB/s]
+(…)pytorch_model-00003-of-00007.safetensors:   5%|▍         | 472M/9.98G [00:02<00:38, 249MB/s]  
+(…)pytorch_model-00003-of-00007.safetensors:  12%|█▏        | 1.21G/9.98G [00:03<00:19, 457MB/s]
+(…)pytorch_model-00003-of-00007.safetensors:  24%|██▍       | 2.41G/9.98G [00:04<00:10, 745MB/s]
+(…)pytorch_model-00003-of-00007.safetensors:  37%|███▋      | 3.69G/9.98G [00:05<00:06, 934MB/s]
+(…)pytorch_model-00003-of-00007.safetensors:  48%|████▊     | 4.81G/9.98G [00:06<00:05, 990MB/s]
+(…)pytorch_model-00003-of-00007.safetensors:  59%|█████▉    | 5.92G/9.98G [00:07<00:03, 1.03GB/s]
+(…)pytorch_model-00003-of-00007.safetensors:  71%|███████▏  | 7.12G/9.98G [00:08<00:02, 1.08GB/s]
+(…)pytorch_model-00003-of-00007.safetensors:  83%|████████▎ | 8.26G/9.98G [00:09<00:01, 1.09GB/s]
+(…)pytorch_model-00003-of-00007.safetensors:  95%|█████████▌| 9.51G/9.98G [00:10<00:00, 1.14GB/s]
+(…)pytorch_model-00003-of-00007.safetensors: 100%|█████████▉| 9.98G/9.98G [00:10<00:00, 937MB/s] 
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/diffusion_pytorch_model-00003-of-00007.safetensors
+Downloading 'diffusion_pytorch_model-00004-of-00007.safetensors' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/eoIKNPAzW9oI98foXV-4GQp_8Zs=.233e26c807e334325efee1b9e449bc4a4eb8cbb4c98021549892ef1dbde729ea.incomplete'
+
+(…)pytorch_model-00004-of-00007.safetensors:   0%|          | 0.00/9.98G [00:00<?, ?B/s]
+(…)pytorch_model-00004-of-00007.safetensors:   1%|          | 83.9M/9.98G [00:01<03:44, 44.0MB/s]
+(…)pytorch_model-00004-of-00007.safetensors:   7%|▋         | 713M/9.98G [00:02<00:32, 289MB/s]  
+(…)pytorch_model-00004-of-00007.safetensors:  19%|█▉        | 1.90G/9.98G [00:04<00:13, 610MB/s]
+(…)pytorch_model-00004-of-00007.safetensors:  32%|███▏      | 3.24G/9.98G [00:05<00:07, 860MB/s]
+(…)pytorch_model-00004-of-00007.safetensors:  44%|████▍     | 4.37G/9.98G [00:06<00:05, 949MB/s]
+(…)pytorch_model-00004-of-00007.safetensors:  55%|█████▌    | 5.53G/9.98G [00:07<00:04, 1.01GB/s]
+(…)pytorch_model-00004-of-00007.safetensors:  67%|██████▋   | 6.70G/9.98G [00:08<00:03, 1.06GB/s]
+(…)pytorch_model-00004-of-00007.safetensors:  78%|███████▊  | 7.80G/9.98G [00:09<00:02, 1.07GB/s]
+(…)pytorch_model-00004-of-00007.safetensors:  89%|████████▉ | 8.90G/9.98G [00:10<00:01, 1.06GB/s]
+(…)pytorch_model-00004-of-00007.safetensors: 100%|█████████▉| 9.98G/9.98G [00:11<00:00, 898MB/s] 
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/diffusion_pytorch_model-00004-of-00007.safetensors
+Downloading 'diffusion_pytorch_model-00005-of-00007.safetensors' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/RfDE4h3Z7cDjb6DoM7VNCRiEmHc=.37d447fb11df9f2ea5cf19210b97f724445c38e65cb097ada78be9dca3014762.incomplete'
+
+(…)pytorch_model-00005-of-00007.safetensors:   0%|          | 0.00/9.90G [00:00<?, ?B/s]
+(…)pytorch_model-00005-of-00007.safetensors:   0%|          | 21.0M/9.90G [00:01<09:56, 16.6MB/s]
+(…)pytorch_model-00005-of-00007.safetensors:   1%|          | 62.9M/9.90G [00:02<05:33, 29.5MB/s]
+(…)pytorch_model-00005-of-00007.safetensors:   3%|▎         | 294M/9.90G [00:03<01:23, 115MB/s]  
+(…)pytorch_model-00005-of-00007.safetensors:   9%|▉         | 881M/9.90G [00:04<00:30, 292MB/s]
+(…)pytorch_model-00005-of-00007.safetensors:  21%|██        | 2.10G/9.90G [00:05<00:12, 615MB/s]
+(…)pytorch_model-00005-of-00007.safetensors:  33%|███▎      | 3.22G/9.90G [00:06<00:08, 774MB/s]
+(…)pytorch_model-00005-of-00007.safetensors:  43%|████▎     | 4.25G/9.90G [00:07<00:06, 852MB/s]
+(…)pytorch_model-00005-of-00007.safetensors:  53%|█████▎    | 5.30G/9.90G [00:08<00:05, 913MB/s]
+(…)pytorch_model-00005-of-00007.safetensors:  64%|██████▍   | 6.32G/9.90G [00:09<00:03, 947MB/s]
+(…)pytorch_model-00005-of-00007.safetensors:  75%|███████▍  | 7.41G/9.90G [00:10<00:02, 991MB/s]
+(…)pytorch_model-00005-of-00007.safetensors:  85%|████████▍ | 8.41G/9.90G [00:11<00:01, 929MB/s]
+(…)pytorch_model-00005-of-00007.safetensors:  96%|█████████▌| 9.49G/9.90G [00:12<00:00, 972MB/s]
+(…)pytorch_model-00005-of-00007.safetensors: 100%|█████████▉| 9.90G/9.90G [00:13<00:00, 754MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/diffusion_pytorch_model-00005-of-00007.safetensors
+Downloading 'diffusion_pytorch_model-00006-of-00007.safetensors' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/ng5vzW2zk3Pt29FJiEGVIhHVDkI=.fdb1682702f7af79fadd9a35707310d5e500195f247e663aa39fabf85b213458.incomplete'
+
+(…)pytorch_model-00006-of-00007.safetensors:   0%|          | 0.00/9.90G [00:00<?, ?B/s]
+(…)pytorch_model-00006-of-00007.safetensors:   1%|          | 105M/9.90G [00:01<01:43, 94.4MB/s]
+(…)pytorch_model-00006-of-00007.safetensors:   6%|▌         | 545M/9.90G [00:02<00:32, 287MB/s] 
+(…)pytorch_model-00006-of-00007.safetensors:  15%|█▍        | 1.48G/9.90G [00:03<00:14, 571MB/s]
+(…)pytorch_model-00006-of-00007.safetensors:  25%|██▌       | 2.52G/9.90G [00:04<00:09, 750MB/s]
+(…)pytorch_model-00006-of-00007.safetensors:  35%|███▌      | 3.49G/9.90G [00:05<00:07, 827MB/s]
+(…)pytorch_model-00006-of-00007.safetensors:  46%|████▋     | 4.59G/9.90G [00:06<00:05, 914MB/s]
+(…)pytorch_model-00006-of-00007.safetensors:  57%|█████▋    | 5.62G/9.90G [00:07<00:04, 950MB/s]
+(…)pytorch_model-00006-of-00007.safetensors:  67%|██████▋   | 6.65G/9.90G [00:08<00:03, 967MB/s]
+(…)pytorch_model-00006-of-00007.safetensors:  77%|███████▋  | 7.62G/9.90G [00:09<00:02, 948MB/s]
+(…)pytorch_model-00006-of-00007.safetensors:  87%|████████▋ | 8.59G/9.90G [00:10<00:01, 951MB/s]
+(…)pytorch_model-00006-of-00007.safetensors:  99%|█████████▊| 9.76G/9.90G [00:11<00:00, 1.01GB/s]
+(…)pytorch_model-00006-of-00007.safetensors: 100%|█████████▉| 9.90G/9.90G [00:11<00:00, 859MB/s] 
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/diffusion_pytorch_model-00006-of-00007.safetensors
+Downloading 'diffusion_pytorch_model-00007-of-00007.safetensors' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/uCtE_F0oILZScKSho7gFwN4WDjM=.c7a8b9e7c73e999a71ac3c6a0d21ed7cdd825292e557043240cb67555946f898.incomplete'
+
+(…)pytorch_model-00007-of-00007.safetensors:   0%|          | 0.00/6.08G [00:00<?, ?B/s]
+(…)pytorch_model-00007-of-00007.safetensors:   1%|▏         | 83.9M/6.08G [00:01<01:16, 78.3MB/s]
+(…)pytorch_model-00007-of-00007.safetensors:   3%|▎         | 168M/6.08G [00:02<01:13, 80.4MB/s] 
+(…)pytorch_model-00007-of-00007.safetensors:  13%|█▎        | 818M/6.08G [00:03<00:15, 334MB/s] 
+(…)pytorch_model-00007-of-00007.safetensors:  29%|██▉       | 1.78G/6.08G [00:04<00:07, 579MB/s]
+(…)pytorch_model-00007-of-00007.safetensors:  47%|████▋     | 2.87G/6.08G [00:05<00:04, 758MB/s]
+(…)pytorch_model-00007-of-00007.safetensors:  65%|██████▍   | 3.94G/6.08G [00:06<00:02, 862MB/s]
+(…)pytorch_model-00007-of-00007.safetensors:  81%|████████  | 4.89G/6.08G [00:07<00:01, 889MB/s]
+(…)pytorch_model-00007-of-00007.safetensors: 100%|█████████▉| 6.08G/6.08G [00:08<00:00, 746MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/diffusion_pytorch_model-00007-of-00007.safetensors
+Downloading 'diffusion_pytorch_model.safetensors.index.json' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/VpHHFEQcyqWBKjkjOBMoMr6uTZU=.80eeb785b6883fed5dea25410ebbe03d3e024a71.incomplete'
+
+(…)ion_pytorch_model.safetensors.index.json:   0%|          | 0.00/117k [00:00<?, ?B/s]
+(…)ion_pytorch_model.safetensors.index.json: 100%|██████████| 117k/117k [00:00<00:00, 46.5MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/diffusion_pytorch_model.safetensors.index.json
+Downloading 'examples/i2v_input.JPG' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/examples/GqO1vCXUoNdTZc6wjxo1L7sjRdI=.077e3d965090c9028c69c00931675f42e1acc815c6eb450ab291b3b72d211a8e.incomplete'
+
+i2v_input.JPG:   0%|          | 0.00/251k [00:00<?, ?B/s]
+i2v_input.JPG: 100%|██████████| 251k/251k [00:00<00:00, 66.1MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/examples/i2v_input.JPG
+Downloading 'google/umt5-xxl/special_tokens_map.json' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/google/umt5-xxl/ahkChHUJFxEmOdq5GDFEmerRzCY=.14855e7052ffbb595057dfd791d293c1c940db2c.incomplete'
+
+special_tokens_map.json:   0%|          | 0.00/6.62k [00:00<?, ?B/s]
+special_tokens_map.json: 100%|██████████| 6.62k/6.62k [00:00<00:00, 54.9MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/google/umt5-xxl/special_tokens_map.json
+Downloading 'google/umt5-xxl/spiece.model' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/google/umt5-xxl/vj8E1loknrCNPSP8nWJC234Bff4=.e3909a67b780650b35cf529ac782ad2b6b26e6d1f849d3fbb6a872905f452458.incomplete'
+
+spiece.model:   0%|          | 0.00/4.55M [00:00<?, ?B/s]
+spiece.model: 100%|██████████| 4.55M/4.55M [00:00<00:00, 93.4MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/google/umt5-xxl/spiece.model
+Downloading 'google/umt5-xxl/tokenizer.json' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/google/umt5-xxl/HgM_lKo9sdSCfRtVg7MMFS7EKqo=.6e197b4d3dbd71da14b4eb255f4fa91c9c1f2068b20a2de2472967ca3d22602b.incomplete'
+
+tokenizer.json:   0%|          | 0.00/16.8M [00:00<?, ?B/s]
+tokenizer.json: 100%|██████████| 16.8M/16.8M [00:00<00:00, 122MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/google/umt5-xxl/tokenizer.json
+Downloading 'google/umt5-xxl/tokenizer_config.json' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/google/umt5-xxl/vzaExXFZNBay89bvlQv-ZcI6BTg=.4e1cc1cd85599ce0b47fd0a746af188fe4043ff2.incomplete'
+
+tokenizer_config.json:   0%|          | 0.00/61.7k [00:00<?, ?B/s]
+tokenizer_config.json: 100%|██████████| 61.7k/61.7k [00:00<00:00, 249MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/google/umt5-xxl/tokenizer_config.json
+Downloading 'models_clip_open-clip-xlm-roberta-large-vit-huge-14.pth' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/9vfmgVBoIZacPKu7FduBDVrfx90=.628c9998b613391f193eb67ff68da9667d75f492911e4eb3decf23460a158c38.incomplete'
+
+(…)n-clip-xlm-roberta-large-vit-huge-14.pth:   0%|          | 0.00/4.77G [00:00<?, ?B/s]
+(…)n-clip-xlm-roberta-large-vit-huge-14.pth:   2%|▏         | 73.4M/4.77G [00:01<01:15, 62.6MB/s]
+(…)n-clip-xlm-roberta-large-vit-huge-14.pth:   8%|▊         | 398M/4.77G [00:02<00:21, 206MB/s]  
+(…)n-clip-xlm-roberta-large-vit-huge-14.pth:  22%|██▏       | 1.05G/4.77G [00:03<00:09, 395MB/s]
+(…)n-clip-xlm-roberta-large-vit-huge-14.pth:  42%|████▏     | 1.98G/4.77G [00:04<00:04, 600MB/s]
+(…)n-clip-xlm-roberta-large-vit-huge-14.pth:  64%|██████▎   | 3.03G/4.77G [00:05<00:02, 758MB/s]
+(…)n-clip-xlm-roberta-large-vit-huge-14.pth:  86%|████████▌ | 4.10G/4.77G [00:06<00:00, 861MB/s]
+(…)n-clip-xlm-roberta-large-vit-huge-14.pth: 100%|█████████▉| 4.77G/4.77G [00:06<00:00, 697MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/models_clip_open-clip-xlm-roberta-large-vit-huge-14.pth
+Downloading 'models_t5_umt5-xxl-enc-bf16.pth' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/7xjTyx9p9-CteGiI3VEINu_Ohx0=.7cace0da2b446bbbbc57d031ab6cf163a3d59b366da94e5afe36745b746fd81d.incomplete'
+
+models_t5_umt5-xxl-enc-bf16.pth:   0%|          | 0.00/11.4G [00:00<?, ?B/s]
+models_t5_umt5-xxl-enc-bf16.pth:   2%|▏         | 210M/11.4G [00:01<00:53, 207MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:   4%|▍         | 430M/11.4G [00:02<00:51, 212MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  10%|▉         | 1.10G/11.4G [00:03<00:24, 418MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  19%|█▉        | 2.15G/11.4G [00:04<00:13, 659MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  29%|██▉       | 3.31G/11.4G [00:05<00:09, 838MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  39%|███▉      | 4.44G/11.4G [00:06<00:07, 933MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  47%|████▋     | 5.38G/11.4G [00:07<00:06, 891MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  56%|█████▋    | 6.42G/11.4G [00:08<00:05, 935MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  65%|██████▌   | 7.42G/11.4G [00:09<00:04, 957MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  75%|███████▍  | 8.51G/11.4G [00:10<00:02, 995MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  84%|████████▍ | 9.52G/11.4G [00:11<00:01, 969MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  92%|█████████▏| 10.5G/11.4G [00:12<00:00, 942MB/s]
+models_t5_umt5-xxl-enc-bf16.pth: 100%|█████████▉| 11.4G/11.4G [00:13<00:00, 862MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/models_t5_umt5-xxl-enc-bf16.pth
+Downloading 'xlm-roberta-large/sentencepiece.bpe.model' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/xlm-roberta-large/TXm7Ys-HnGKK11f8pj82ppdReFk=.cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865.incomplete'
+
+sentencepiece.bpe.model:   0%|          | 0.00/5.07M [00:00<?, ?B/s]
+sentencepiece.bpe.model: 100%|██████████| 5.07M/5.07M [00:00<00:00, 106MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/xlm-roberta-large/sentencepiece.bpe.model
+Downloading 'xlm-roberta-large/special_tokens_map.json' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/xlm-roberta-large/ahkChHUJFxEmOdq5GDFEmerRzCY=.d5698132694f4f1bcff08fa7d937b1701812598e.incomplete'
+
+special_tokens_map.json:   0%|          | 0.00/280 [00:00<?, ?B/s]
+special_tokens_map.json: 100%|██████████| 280/280 [00:00<00:00, 2.98MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/xlm-roberta-large/special_tokens_map.json
+Downloading 'xlm-roberta-large/tokenizer.json' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/xlm-roberta-large/HgM_lKo9sdSCfRtVg7MMFS7EKqo=.62c24cdc13d4c9952d63718d6c9fa4c287974249e16b7ade6d5a85e7bbb75626.incomplete'
+
+tokenizer.json:   0%|          | 0.00/17.1M [00:00<?, ?B/s]
+tokenizer.json: 100%|██████████| 17.1M/17.1M [00:00<00:00, 142MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/xlm-roberta-large/tokenizer.json
+Downloading 'xlm-roberta-large/tokenizer_config.json' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/xlm-roberta-large/vzaExXFZNBay89bvlQv-ZcI6BTg=.6de1940d16d38be9877bf7cc228c9377841b311f.incomplete'
+
+tokenizer_config.json:   0%|          | 0.00/418 [00:00<?, ?B/s]
+tokenizer_config.json: 100%|██████████| 418/418 [00:00<00:00, 3.57MB/s]
+Download complete. Moving file to Wan2.1-FLF2V-14B-720P/xlm-roberta-large/tokenizer_config.json
+/home/user/app/Wan2.1-FLF2V-14B-720P
+Successfully downloaded Wan-AI/Wan2.1-FLF2V-14B-720P
+WARNING: Critical model file missing: Wan2.1-VACE-1.3B/models_wannormconv_flf_1.3B_fsdp8.pth
+The application may not work properly without this file.
 INFO:     Started server process [1]
 INFO:     Waiting for application startup.
 INFO:     Application startup complete.
 INFO:     Uvicorn running on http://0.0.0.0:7860 (Press CTRL+C to quit)
 Invalid port: '7861config'
-INFO:     127.0.0.1:38236 - "GET /config HTTP/1.1" 200 OK
+INFO:     127.0.0.1:58042 - "GET /config HTTP/1.1" 200 OK
 Invalid port: '7861gradio_apiinfo'
-INFO:     127.0.0.1:38248 - "GET /gradio_api/info HTTP/1.1" 200 OK
-INFO:     10.16.17.21:18565 - "GET /?__theme=system HTTP/1.1" 200 OK
+INFO:     127.0.0.1:58046 - "GET /gradio_api/info HTTP/1.1" 200 OK
+INFO:     10.16.1.188:15435 - "GET /?logs=container&__theme=system HTTP/1.1" 200 OK
 Invalid port: '7861theme.css'
-INFO:     10.16.14.254:3226 - "GET /theme.css?v=63194d3741d384f9f85db890247b6c0ef9e7abac0f297f40a15c59fe4baba916 HTTP/1.1" 200 OK
-Invalid port: '7861sveltesvelte.js'
-INFO:     10.16.17.21:18565 - "GET /svelte/svelte.js HTTP/1.1" 200 OK
-Invalid port: '7861sveltesvelte-submodules.js'
+INFO:     10.16.14.254:60894 - "GET /theme.css?v=63194d3741d384f9f85db890247b6c0ef9e7abac0f297f40a15c59fe4baba916 HTTP/1.1" 200 OK
 Invalid port: '7861staticfontsui-sans-serifui-sans-serif-Regular.woff2'
-INFO:     10.16.32.173:43398 - "GET /static/fonts/ui-sans-serif/ui-sans-serif-Regular.woff2 HTTP/1.1" 404 Not Found
-INFO:     10.16.32.173:14159 - "GET /svelte/svelte-submodules.js HTTP/1.1" 200 OK
-Invalid port: '7861staticfontssystem-uisystem-ui-Regular.woff2'
-INFO:     10.16.14.254:3226 - "GET /static/fonts/system-ui/system-ui-Regular.woff2 HTTP/1.1" 404 Not Found
+INFO:     10.16.17.21:14017 - "GET /static/fonts/ui-sans-serif/ui-sans-serif-Regular.woff2 HTTP/1.1" 404 Not Found
 Invalid port: '7861config'
-INFO:     10.16.17.21:18565 - "GET /config HTTP/1.1" 200 OK
+INFO:     10.16.32.173:6061 - "GET /config HTTP/1.1" 200 OK
+Invalid port: '7861staticfontssystem-uisystem-ui-Regular.woff2'
+INFO:     10.16.17.21:14017 - "GET /static/fonts/system-ui/system-ui-Regular.woff2 HTTP/1.1" 404 Not Found
 Invalid port: '7861gradio_apiinfo'
-INFO:     10.16.14.254:3226 - "GET /gradio_api/info HTTP/1.1" 200 OK
+INFO:     10.16.1.188:15435 - "GET /gradio_api/info HTTP/1.1" 200 OK
 Invalid port: '7861staticfontsui-sans-serifui-sans-serif-Bold.woff2'
-INFO:     10.16.32.173:14159 - "GET /static/fonts/ui-sans-serif/ui-sans-serif-Bold.woff2 HTTP/1.1" 404 Not Found
+INFO:     10.16.17.21:14017 - "GET /static/fonts/ui-sans-serif/ui-sans-serif-Bold.woff2 HTTP/1.1" 404 Not Found
 Invalid port: '7861staticfontssystem-uisystem-ui-Bold.woff2'
-INFO:     10.16.14.254:3226 - "GET /static/fonts/system-ui/system-ui-Bold.woff2 HTTP/1.1" 404 Not Found
-Invalid port: '7861gradio_apiupload_progress'
-Invalid port: '7861gradio_apiupload'
-INFO:     10.16.17.21:22215 - "GET /gradio_api/upload_progress?upload_id=56of1plbqtd HTTP/1.1" 200 OK
-INFO:     10.16.32.173:12325 - "POST /gradio_api/upload?upload_id=56of1plbqtd HTTP/1.1" 200 OK
-Invalid port: '7861gradio_apifile=tmpgradio36572379139090b9b9db59316b2c231773842b5fa2674db1a567cf45f8470bbeComfyUI_00001_sexxy_1748623055.png'
-INFO:     10.16.32.173:12325 - "GET /gradio_api/file%3D/tmp/gradio/36572379139090b9b9db59316b2c231773842b5fa2674db1a567cf45f8470bbe/ComfyUI_00001_sexxy_1748623055.png HTTP/1.1" 200 OK
+INFO:     10.16.32.173:6061 - "GET /static/fonts/system-ui/system-ui-Bold.woff2 HTTP/1.1" 404 Not Found
 Invalid port: '7861gradio_apiupload_progress'
 Invalid port: '7861gradio_apiupload'
-INFO:     10.16.14.254:39742 - "GET /gradio_api/upload_progress?upload_id=a9afer6q729 HTTP/1.1" 200 OK
-INFO:     10.16.17.21:59061 - "POST /gradio_api/upload?upload_id=a9afer6q729 HTTP/1.1" 200 OK
-Invalid port: '7861gradio_apiupload_progress'
-Invalid port: '7861gradio_apiupload'
-INFO:     10.16.32.173:29002 - "GET /gradio_api/upload_progress?upload_id=xa1v4k9rhwm HTTP/1.1" 200 OK
-INFO:     10.16.32.173:1307 - "POST /gradio_api/upload?upload_id=xa1v4k9rhwm HTTP/1.1" 200 OK
-Invalid port: '7861staticfontsIBMPlexMonoIBMPlexMono-Regular.woff2'
-INFO:     10.16.32.173:29002 - "GET /static/fonts/IBMPlexMono/IBMPlexMono-Regular.woff2 HTTP/1.1" 200 OK
+INFO:     10.16.14.254:59847 - "GET /gradio_api/upload_progress?upload_id=w40o6l8rusa HTTP/1.1" 200 OK
+INFO:     10.16.17.21:19775 - "POST /gradio_api/upload?upload_id=w40o6l8rusa HTTP/1.1" 200 OK
+Invalid port: '7861gradio_apifile=tmpgradio602ff6b7631f65b7737c7939872757d9304a813804e784938af4b089b860963bComfyUI_00001_sexxy_1748623055.png'
+INFO:     10.16.17.21:19775 - "GET /gradio_api/file%3D/tmp/gradio/602ff6b7631f65b7737c7939872757d9304a813804e784938af4b089b860963b/ComfyUI_00001_sexxy_1748623055.png HTTP/1.1" 200 OK
 Invalid port: '7861gradio_apiqueuejoin'
-INFO:     10.16.17.21:10582 - "POST /gradio_api/queue/join?__theme=system HTTP/1.1" 200 OK
+Invalid port: '7861staticfontsIBMPlexMonoIBMPlexMono-Regular.woff2'
+INFO:     10.16.1.188:63086 - "POST /gradio_api/queue/join?logs=container&__theme=system HTTP/1.1" 200 OK
+INFO:     10.16.1.188:47808 - "GET /static/fonts/IBMPlexMono/IBMPlexMono-Regular.woff2 HTTP/1.1" 200 OK
 Invalid port: '7861gradio_apiqueuedata'
-INFO:     10.16.14.254:2039 - "GET /gradio_api/queue/data?session_hash=eigvv8pn4a6 HTTP/1.1" 200 OK
-VACE preprocessing not available, using fallback method
-Command failed: /home/user/.pyenv/versions/3.10.18/bin/python /home/user/app/Wan2.1/generate.py --task flf2v-14B --size 1280*720 --ckpt_dir /home/user/app/Wan2.1-FLF2V-14B-720P --src_ref_images /tmp/tmpx9v34hor/ref.png --src_video processed/src_video.mp4 --offload_model True --t5_cpu
-Error: Traceback (most recent call last):
+INFO:     10.16.32.173:11555 - "GET /gradio_api/queue/data?session_hash=2w8368xeq76 HTTP/1.1" 200 OK
+Command failed: /home/user/.pyenv/versions/3.10.18/bin/python /home/user/app/Wan2.1/generate.py --task vace-1.3B --size 832*480 --ckpt_dir /home/user/app/Wan2.1-VACE-1.3B --src_ref_images /tmp/tmptu_twu74/ref.png --frame_num 1 --prompt Changed to wearing a recruit suit.
+Error: 
+
+  0%|          | 0/50 [00:00<?, ?it/s]
+  0%|          | 0/50 [00:00<?, ?it/s]
+Traceback (most recent call last):
   File "/home/user/app/Wan2.1/generate.py", line 587, in <module>
     generate(args)
-  File "/home/user/app/Wan2.1/generate.py", line 449, in generate
-    first_frame = Image.open(args.first_frame).convert("RGB")
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/PIL/Image.py", line 3505, in open
-    fp = builtins.open(filename, "rb")
-FileNotFoundError: [Errno 2] No such file or directory: 'examples/flf2v_input_first_frame.png'
+  File "/home/user/app/Wan2.1/generate.py", line 541, in generate
+    video = wan_vace.generate(
+  File "/home/user/app/Wan2.1/wan/vace.py", line 436, in generate
+    noise_pred_cond = self.model(
+  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1736, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1747, in _call_impl
+    return forward_call(*args, **kwargs)
+  File "/home/user/app/Wan2.1/wan/modules/vace_model.py", line 238, in forward
+    hints = self.forward_vace(x, vace_context, seq_len, kwargs)
+  File "/home/user/app/Wan2.1/wan/modules/vace_model.py", line 151, in forward_vace
+    c, c_skip = block(c, **new_kwargs)
+  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1736, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1747, in _call_impl
+    return forward_call(*args, **kwargs)
+  File "/home/user/app/Wan2.1/wan/modules/vace_model.py", line 37, in forward
+    c = super().forward(c, **kwargs)
+  File "/home/user/app/Wan2.1/wan/modules/model.py", line 302, in forward
+    y = self.self_attn(
+  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1736, in _wrapped_call_impl
+    return self._call_impl(*args, **kwargs)
+  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1747, in _call_impl
+    return forward_call(*args, **kwargs)
+  File "/home/user/app/Wan2.1/wan/modules/model.py", line 149, in forward
+    x = flash_attention(
+  File "/home/user/app/Wan2.1/wan/modules/attention.py", line 112, in flash_attention
+    assert FLASH_ATTN_2_AVAILABLE
+AssertionError
 
 Traceback (most recent call last):
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/gradio/queueing.py", line 625, in process_events
-    response = await route_utils.call_process_api(
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/gradio/route_utils.py", line 322, in call_process_api
-    output = await app.get_blocks().process_api(
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/gradio/blocks.py", line 2220, in process_api
-    result = await self.call_function(
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/gradio/blocks.py", line 1731, in call_function
-    prediction = await anyio.to_thread.run_sync(  # type: ignore
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/anyio/to_thread.py", line 56, in run_sync
-    return await get_async_backend().run_sync_in_worker_thread(
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 2470, in run_sync_in_worker_thread
-    return await future
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 967, in run
-    result = context.run(func, *args)
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/gradio/utils.py", line 904, in wrapper
-    response = f(*args, **kwargs)
-  File "/home/user/app/app.py", line 81, in video_ui
-    generate_video(ref_path, first_path, last_path, output)
-  File "/home/user/app/wan_runner.py", line 98, in generate_video
+  File "/home/user/app/app.py", line 138, in image_ui
+    generate_image(ref_path, prompt, output)
+  File "/home/user/app/wan_runner.py", line 141, in generate_image
     run_cmd([
   File "/home/user/app/wan_runner.py", line 14, in run_cmd
     result = subprocess.run(cmd, check=True, capture_output=True, text=True)
   File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/subprocess.py", line 526, in run
     raise CalledProcessError(retcode, process.args,
-subprocess.CalledProcessError: Command '['/home/user/.pyenv/versions/3.10.18/bin/python', '/home/user/app/Wan2.1/generate.py', '--task', 'flf2v-14B', '--size', '1280*720', '--ckpt_dir', '/home/user/app/Wan2.1-FLF2V-14B-720P', '--src_ref_images', '/tmp/tmpx9v34hor/ref.png', '--src_video', 'processed/src_video.mp4', '--offload_model', 'True', '--t5_cpu']' returned non-zero exit status 1.
-Invalid port: '7861gradio_apiupload_progress'
-Invalid port: '7861gradio_apiupload'
-INFO:     10.16.17.21:13650 - "GET /gradio_api/upload_progress?upload_id=6pdtjp0apir HTTP/1.1" 200 OK
-INFO:     10.16.17.21:10336 - "POST /gradio_api/upload?upload_id=6pdtjp0apir HTTP/1.1" 200 OK
-Invalid port: '7861gradio_apiqueuejoin'
-INFO:     10.16.17.21:64212 - "POST /gradio_api/queue/join?__theme=system HTTP/1.1" 200 OK
-Invalid port: '7861gradio_apiqueuedata'
-INFO:     10.16.14.254:50299 - "GET /gradio_api/queue/data?session_hash=eigvv8pn4a6 HTTP/1.1" 200 OK
-Command failed: /home/user/.pyenv/versions/3.10.18/bin/python /home/user/app/Wan2.1/generate.py --task vace-1.3B --size 832*480 --ckpt_dir /home/user/app/Wan2.1-VACE-1.3B --src_ref_images /tmp/tmpennebtsp/ref.png --frame_num 1 --prompt Changed to wearing a recruit suit.
-Error: Traceback (most recent call last):
-  File "/home/user/app/Wan2.1/generate.py", line 587, in <module>
-    generate(args)
-  File "/home/user/app/Wan2.1/generate.py", line 523, in generate
-    wan_vace = wan.WanVace(
-  File "/home/user/app/Wan2.1/wan/vace.py", line 80, in __init__
-    self.text_encoder = T5EncoderModel(
-  File "/home/user/app/Wan2.1/wan/modules/t5.py", line 496, in __init__
-    model.load_state_dict(torch.load(checkpoint_path, map_location='cpu'))
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/serialization.py", line 1319, in load
-    with _open_file_like(f, "rb") as opened_file:
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/serialization.py", line 659, in _open_file_like
-    return _open_file(name_or_buffer, mode)
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/serialization.py", line 640, in __init__
-    super().__init__(open(name, mode))
-FileNotFoundError: [Errno 2] No such file or directory: '/home/user/app/Wan2.1-VACE-1.3B/models_t5_umt5-xxl-enc-bf16.pth'
+subprocess.CalledProcessError: Command '['/home/user/.pyenv/versions/3.10.18/bin/python', '/home/user/app/Wan2.1/generate.py', '--task', 'vace-1.3B', '--size', '832*480', '--ckpt_dir', '/home/user/app/Wan2.1-VACE-1.3B', '--src_ref_images', '/tmp/tmptu_twu74/ref.png', '--frame_num', '1', '--prompt', 'Changed to wearing a recruit suit.']' returned non-zero exit status 1.
+
+During handling of the above exception, another exception occurred:
 
 Traceback (most recent call last):
   File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/gradio/queueing.py", line 625, in process_events
@@ -132,12 +482,24 @@ Traceback (most recent call last):
     result = context.run(func, *args)
   File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/gradio/utils.py", line 904, in wrapper
     response = f(*args, **kwargs)
-  File "/home/user/app/app.py", line 100, in image_ui
-    generate_image(ref_path, prompt, output)
-  File "/home/user/app/wan_runner.py", line 126, in generate_image
-    run_cmd([
-  File "/home/user/app/wan_runner.py", line 14, in run_cmd
-    result = subprocess.run(cmd, check=True, capture_output=True, text=True)
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/subprocess.py", line 526, in run
-    raise CalledProcessError(retcode, process.args,
-subprocess.CalledProcessError: Command '['/home/user/.pyenv/versions/3.10.18/bin/python', '/home/user/app/Wan2.1/generate.py', '--task', 'vace-1.3B', '--size', '832*480', '--ckpt_dir', '/home/user/app/Wan2.1-VACE-1.3B', '--src_ref_images', '/tmp/tmpennebtsp/ref.png', '--frame_num', '1', '--prompt', 'Changed to wearing a recruit suit.']' returned non-zero exit status 1.
+  File "/home/user/app/app.py", line 143, in image_ui
+    raise gr.Error(f"画像生成エラー: {str(e)}")
+gradio.exceptions.Error: "画像生成エラー: Command '['/home/user/.pyenv/versions/3.10.18/bin/python', '/home/user/app/Wan2.1/generate.py', '--task', 'vace-1.3B', '--size', '832*480', '--ckpt_dir', '/home/user/app/Wan2.1-VACE-1.3B', '--src_ref_images', '/tmp/tmptu_twu74/ref.png', '--frame_num', '1', '--prompt', 'Changed to wearing a recruit suit.']' returned non-zero exit status 1."
+Invalid port: '7861gradio_apiupload_progress'
+Invalid port: '7861gradio_apiupload'
+INFO:     10.16.32.173:30369 - "GET /gradio_api/upload_progress?upload_id=asnzvdxlrgj HTTP/1.1" 200 OK
+INFO:     10.16.1.188:34742 - "POST /gradio_api/upload?upload_id=asnzvdxlrgj HTTP/1.1" 200 OK
+Invalid port: '7861gradio_apiupload_progress'
+Invalid port: '7861gradio_apiupload'
+INFO:     10.16.14.254:33133 - "GET /gradio_api/upload_progress?upload_id=ei0u7v2ppws HTTP/1.1" 200 OK
+INFO:     10.16.14.254:49182 - "POST /gradio_api/upload?upload_id=ei0u7v2ppws HTTP/1.1" 200 OK
+Invalid port: '7861gradio_apiupload_progress'
+Invalid port: '7861gradio_apiupload'
+INFO:     10.16.14.254:33133 - "GET /gradio_api/upload_progress?upload_id=ucgegxity9a HTTP/1.1" 200 OK
+INFO:     10.16.14.254:65335 - "POST /gradio_api/upload?upload_id=ucgegxity9a HTTP/1.1" 200 OK
+Invalid port: '7861gradio_apiqueuejoin'
+INFO:     10.16.32.173:40210 - "POST /gradio_api/queue/join?logs=container&__theme=system HTTP/1.1" 200 OK
+Invalid port: '7861gradio_apiqueuedata'
+INFO:     10.16.1.188:27325 - "GET /gradio_api/queue/data?session_hash=2w8368xeq76 HTTP/1.1" 200 OK
+VACE preprocessing not available, using fallback method
+