dfischer/tokmeshmetal-4-epoch 🔢📝❓✓🖼️ → 🖼️
About
Example Output
Prompt:
"a video of TOKMESHMETAL The video clip shows a close-up of a brain with blood vessels and neurons, with a red and orange color scheme. The camera pans around the brain, highlighting its intricate details and structures."
Output
Performance Metrics
88.17s
Prediction Time
148.37s
Total Time
All Input Parameters
{ "crf": 19, "steps": 50, "width": 640, "height": 360, "prompt": "a video of TOKMESHMETAL The video clip shows a close-up of a brain with blood vessels and neurons, with a red and orange color scheme. The camera pans around the brain, highlighting its intricate details and structures.\n", "lora_url": "", "scheduler": "DPMSolverMultistepScheduler", "flow_shift": 9, "frame_rate": 16, "num_frames": 33, "enhance_end": 1, "enhance_start": 0, "force_offload": true, "lora_strength": 1, "enhance_double": true, "enhance_single": true, "enhance_weight": 0.3, "guidance_scale": 6, "denoise_strength": 1 }
Input Parameters
- crf
- CRF (quality) for H264 encoding. Lower values = higher quality.
- seed
- Set a seed for reproducibility. Random by default.
- steps
- Number of diffusion steps.
- width
- Width for the generated video.
- height
- Height for the generated video.
- prompt
- The text prompt describing your video scene.
- lora_url
- A URL pointing to your LoRA .safetensors file or a Hugging Face repo (e.g. 'user/repo' - uses the first .safetensors file).
- scheduler
- Algorithm used to generate the video frames.
- flow_shift
- Video continuity factor (flow).
- frame_rate
- Video frame rate.
- num_frames
- How many frames (duration) in the resulting video.
- enhance_end
- When to end enhancement in the video. Must be greater than enhance_start.
- enhance_start
- When to start enhancement in the video. Must be less than enhance_end.
- force_offload
- Whether to force model layers offloaded to CPU.
- lora_strength
- Scale/strength for your LoRA.
- enhance_double
- Apply enhancement across frame pairs.
- enhance_single
- Apply enhancement to individual frames.
- enhance_weight
- Strength of the video enhancement effect.
- guidance_scale
- Overall influence of text vs. model.
- denoise_strength
- Controls how strongly noise is applied each step.
- replicate_weights
- A .tar file containing LoRA weights from replicate.
Output Schema
Output
Example Execution Logs
Random seed set to: 3744984327 ⚠️ Adjusted dimensions from 640x360 to 640x368 to satisfy model requirements �� USING REPLICATE WEIGHTS (preferred method) 🎯 USING REPLICATE WEIGHTS TAR FILE 🎯 ---------------------------------------- 📦 Processing replicate weights tar file... 🔄 Will rename LoRA to: replicate_c1e3b4ab-b782-4c5c-b284-17e206bee09f.safetensors 📂 Extracting tar contents... ✅ Found lora_comfyui.safetensors in tar ✨ Successfully copied LoRA to: ComfyUI/models/loras/replicate_c1e3b4ab-b782-4c5c-b284-17e206bee09f.safetensors ---------------------------------------- Checking inputs ==================================== Checking weights ✅ hunyuan_video_720_fp8_e4m3fn.safetensors exists in ComfyUI/models/diffusion_models ✅ hunyuan_video_vae_bf16.safetensors exists in ComfyUI/models/vae ==================================== Running workflow [ComfyUI] got prompt Executing node 7, title: HunyuanVideo VAE Loader, class type: HyVideoVAELoader [ComfyUI] Loading text encoder model (clipL) from: /src/ComfyUI/models/clip/clip-vit-large-patch14 Executing node 42, title: HunyuanVideo Enhance A Video, class type: HyVideoEnhanceAVideo Executing node 16, title: (Down)Load HunyuanVideo TextEncoder, class type: DownloadAndLoadHyVideoTextEncoder [ComfyUI] Text encoder to dtype: torch.float16 [ComfyUI] Loading tokenizer (clipL) from: /src/ComfyUI/models/clip/clip-vit-large-patch14 [ComfyUI] Loading text encoder model (llm) from: /src/ComfyUI/models/LLM/llava-llama-3-8b-text-encoder-tokenizer [ComfyUI] [ComfyUI] Loading checkpoint shards: 0%| | 0/4 [00:00<?, ?it/s] [ComfyUI] Loading checkpoint shards: 25%|██▌ | 1/4 [00:00<00:01, 1.55it/s] [ComfyUI] Loading checkpoint shards: 50%|█████ | 2/4 [00:01<00:01, 1.60it/s] [ComfyUI] Loading checkpoint shards: 75%|███████▌ | 3/4 [00:01<00:00, 1.63it/s] [ComfyUI] Loading checkpoint shards: 100%|██████████| 4/4 [00:01<00:00, 2.39it/s] [ComfyUI] Loading checkpoint shards: 100%|██████████| 4/4 [00:01<00:00, 2.03it/s] [ComfyUI] Text encoder to dtype: torch.float16 [ComfyUI] Loading tokenizer (llm) from: /src/ComfyUI/models/LLM/llava-llama-3-8b-text-encoder-tokenizer Executing node 30, title: HunyuanVideo TextEncode, class type: HyVideoTextEncode [ComfyUI] llm prompt attention_mask shape: torch.Size([1, 161]), masked tokens: 47 [ComfyUI] clipL prompt attention_mask shape: torch.Size([1, 77]), masked tokens: 48 Executing node 41, title: HunyuanVideo Lora Select, class type: HyVideoLoraSelect Executing node 1, title: HunyuanVideo Model Loader, class type: HyVideoModelLoader [ComfyUI] model_type FLOW [ComfyUI] The config attributes {'use_flow_sigmas': True, 'prediction_type': 'flow_prediction'} were passed to FlowMatchDiscreteScheduler, but are not expected and will be ignored. Please verify your scheduler_config.json configuration file. [ComfyUI] Using accelerate to load and assign model weights to device... [ComfyUI] Loading LoRA: replicate_c1e3b4ab-b782-4c5c-b284-17e206bee09f with strength: 1.0 [ComfyUI] Requested to load HyVideoModel [ComfyUI] loaded completely 9.5367431640625e+25 12555.953247070312 True [ComfyUI] Input (height, width, video_length) = (368, 640, 33) Executing node 3, title: HunyuanVideo Sampler, class type: HyVideoSampler [ComfyUI] The config attributes {'reverse': True, 'solver': 'euler'} were passed to DPMSolverMultistepScheduler, but are not expected and will be ignored. Please verify your scheduler_config.json configuration file. [ComfyUI] Sampling 33 frames in 9 latents at 640x368 with 50 inference steps [ComfyUI] Scheduler config: FrozenDict([('num_train_timesteps', 1000), ('flow_shift', 9.0), ('reverse', True), ('solver', 'euler'), ('n_tokens', None), ('_use_default_values', ['n_tokens', 'num_train_timesteps'])])[ComfyUI] [ComfyUI] 0%| | 0/50 [00:00<?, ?it/s] [ComfyUI] 2%|▏ | 1/50 [00:01<00:49, 1.01s/it] [ComfyUI] 4%|▍ | 2/50 [00:01<00:39, 1.21it/s] [ComfyUI] 6%|▌ | 3/50 [00:02<00:40, 1.17it/s] [ComfyUI] 8%|▊ | 4/50 [00:03<00:39, 1.16it/s] [ComfyUI] 10%|█ | 5/50 [00:04<00:39, 1.15it/s] [ComfyUI] 12%|█▏ | 6/50 [00:05<00:38, 1.14it/s] [ComfyUI] 14%|█▍ | 7/50 [00:06<00:37, 1.14it/s] [ComfyUI] 16%|█▌ | 8/50 [00:07<00:36, 1.14it/s] [ComfyUI] 18%|█▊ | 9/50 [00:07<00:36, 1.14it/s] [ComfyUI] 20%|██ | 10/50 [00:08<00:35, 1.14it/s] [ComfyUI] 22%|██▏ | 11/50 [00:09<00:34, 1.13it/s] [ComfyUI] 24%|██▍ | 12/50 [00:10<00:33, 1.13it/s] [ComfyUI] 26%|██▌ | 13/50 [00:11<00:32, 1.13it/s] [ComfyUI] 28%|██▊ | 14/50 [00:12<00:31, 1.13it/s] [ComfyUI] 30%|███ | 15/50 [00:13<00:30, 1.13it/s] [ComfyUI] 32%|███▏ | 16/50 [00:14<00:29, 1.13it/s] [ComfyUI] 34%|███▍ | 17/50 [00:14<00:29, 1.13it/s] [ComfyUI] 36%|███▌ | 18/50 [00:15<00:28, 1.13it/s] [ComfyUI] 38%|███▊ | 19/50 [00:16<00:27, 1.13it/s] [ComfyUI] 40%|████ | 20/50 [00:17<00:26, 1.13it/s] [ComfyUI] 42%|████▏ | 21/50 [00:18<00:25, 1.13it/s] [ComfyUI] 44%|████▍ | 22/50 [00:19<00:24, 1.13it/s] [ComfyUI] 46%|████▌ | 23/50 [00:20<00:23, 1.13it/s] [ComfyUI] 48%|████▊ | 24/50 [00:21<00:22, 1.13it/s] [ComfyUI] 50%|█████ | 25/50 [00:22<00:22, 1.13it/s] [ComfyUI] 52%|█████▏ | 26/50 [00:22<00:21, 1.13it/s] [ComfyUI] 54%|█████▍ | 27/50 [00:23<00:20, 1.13it/s] [ComfyUI] 56%|█████▌ | 28/50 [00:24<00:19, 1.13it/s] [ComfyUI] 58%|█████▊ | 29/50 [00:25<00:18, 1.13it/s] [ComfyUI] 60%|██████ | 30/50 [00:26<00:17, 1.13it/s] [ComfyUI] 62%|██████▏ | 31/50 [00:27<00:16, 1.13it/s] [ComfyUI] 64%|██████▍ | 32/50 [00:28<00:15, 1.13it/s] [ComfyUI] 66%|██████▌ | 33/50 [00:29<00:15, 1.13it/s] [ComfyUI] 68%|██████▊ | 34/50 [00:29<00:14, 1.13it/s] [ComfyUI] 70%|███████ | 35/50 [00:30<00:13, 1.13it/s] [ComfyUI] 72%|███████▏ | 36/50 [00:31<00:12, 1.13it/s] [ComfyUI] 74%|███████▍ | 37/50 [00:32<00:11, 1.13it/s] [ComfyUI] 76%|███████▌ | 38/50 [00:33<00:10, 1.13it/s] [ComfyUI] 78%|███████▊ | 39/50 [00:34<00:09, 1.13it/s] [ComfyUI] 80%|████████ | 40/50 [00:35<00:08, 1.13it/s] [ComfyUI] 82%|████████▏ | 41/50 [00:36<00:07, 1.13it/s] [ComfyUI] 84%|████████▍ | 42/50 [00:37<00:07, 1.13it/s] [ComfyUI] 86%|████████▌ | 43/50 [00:37<00:06, 1.13it/s] [ComfyUI] 88%|████████▊ | 44/50 [00:38<00:05, 1.13it/s] [ComfyUI] 90%|█████████ | 45/50 [00:39<00:04, 1.13it/s] [ComfyUI] 92%|█████████▏| 46/50 [00:40<00:03, 1.13it/s] [ComfyUI] 94%|█████████▍| 47/50 [00:41<00:02, 1.13it/s] [ComfyUI] 96%|█████████▌| 48/50 [00:42<00:01, 1.13it/s] [ComfyUI] 98%|█████████▊| 49/50 [00:43<00:00, 1.13it/s] [ComfyUI] 100%|██████████| 50/50 [00:44<00:00, 1.13it/s] [ComfyUI] 100%|██████████| 50/50 [00:44<00:00, 1.13it/s] [ComfyUI] Allocated memory: memory=12.757 GB [ComfyUI] Max allocated memory: max_memory=14.180 GB [ComfyUI] Max reserved memory: max_reserved=14.688 GB Executing node 5, title: HunyuanVideo Decode, class type: HyVideoDecode [ComfyUI] [ComfyUI] Decoding rows: 0%| | 0/2 [00:00<?, ?it/s] [ComfyUI] Decoding rows: 50%|█████ | 1/2 [00:00<00:00, 1.24it/s] [ComfyUI] Decoding rows: 100%|██████████| 2/2 [00:01<00:00, 1.52it/s] [ComfyUI] Decoding rows: 100%|██████████| 2/2 [00:01<00:00, 1.47it/s] [ComfyUI] [ComfyUI] Blending tiles: 0%| | 0/2 [00:00<?, ?it/s] Executing node 34, title: Video Combine 🎥🅥🅗🅢, class type: VHS_VideoCombine [ComfyUI] Blending tiles: 100%|██████████| 2/2 [00:00<00:00, 51.90it/s] [ComfyUI] Prompt executed in 77.52 seconds outputs: {'34': {'gifs': [{'filename': 'HunyuanVideo_00001.mp4', 'subfolder': '', 'type': 'output', 'format': 'video/h264-mp4', 'frame_rate': 16.0, 'workflow': 'HunyuanVideo_00001.png', 'fullpath': '/tmp/outputs/HunyuanVideo_00001.mp4'}]}} ==================================== HunyuanVideo_00001.png HunyuanVideo_00001.mp4
Version Details
- Version ID
b750029d114e34e74c10188f280b55487a1bfe695a855ce7f749a04f1a143899
- Version Created
- February 21, 2025