These models are the result of a partial NVFP4 quantization of Wan2.2-I2V-A14B-Moe-Distill-Lightx2v by lightx2v, produced using convert_to_quant by silveroxides. Some layers have been kept on their original BF16 format, while others were quantized as MXFP8 or NVFP4, mostly.
Wan2.2-I2V-A14B-Moe-Distill-Lightx2v is an image-to-video generation model built on Wan2.2-I2V-A14B. It applies step distillation and a MoE architecture to reduce inference to 4 steps without CFG, cutting generation time substantially while preserving output quality.
Remember that you need to download the high and low noise models in order for your Wan 2.2 workflow to work.
IMPORTANT
Since NVFP4 is only supported on NVIDIA Blackwell architecture GPUs, running this model requires a Blackwell GPU with its corresponding support enabled in torch, along with a recent version of ComfyUI and comfy-kitchen built against CUDA 13.
Description
FAQ
Comments (19)
ELI5: what is this good for?
Good for people with low resources with an entry-level 50xx series GPU. Since this model uses NVIDIA's MXFP8 and NVFP4 formats, inference is faster than other quants, such as GGUF.
My setup: 1 x 8-GB RTX 5060, 32 GB RAM. A 5-second video can be generated in about 90 seconds whith these models. I'd dare say that it's possible to run these models with 16 GB RAM and 8-GB RTX 50xx GPU, provided you have a quick NVME disk with enough swap.
Also, the quants were not made blindly converting all possible layers to NVFP4 (4-bit quantization), such as other NVFP4 models hosted on Civitai. An analysis was run on the original models first to decide which layers where to be preserved as BF16 and which ones to be quantized using MXFP8 (8 bits) and NVFP4.
Do you have any comparison videos? I'd test myself but I'm away from my PC until next week. Curious how it would compare
Unfortunately I lack the resources to perform comparisons with the original model. Are you referring to comparisons with other NVFP4 quants being published here on Civitai?
I have an RTX 5060ti 16GB graphics card, 32GB of RAM, and the GGUF Q4KM compression mode takes up 15.5GB of video memory when running. Could you give me a rough estimate of how similar your model is to the GGUF Q5 in terms of quality and memory usage? Also, are there any limitations regarding compatibility with LoRa?
Which GGUF Q4_K_M compression mode are you referring to? These are NVFP4 quants for both high and low noise models of Wan 2.2 I2V from LightX2V. I'm using these models on my 8-GB RTX 5060 without memory issues. I'm using GGUF quants for the text encoders to save up some VRAM.
Regarding the compatibility with LoRAs, I cannot say, since I don't have enough resources to use them. My guess is that maybe, being these models quantizations of already distilled models some LoRAs won't be so effective, but you can always try.
I'm using a laptop with an RTX 5070 Ti, 12GB VRAM, and 48GB RAM. In practice, NVFP4 offers faster generation speed, with almost no noticeable difference in quality compared to Q4. Lora compatibility is not an issue—anything that works with 4-step Q4 also works with this.
NVFP4 is roughly 150% to 200% faster than Q4, and it consumes less VRAM and memory.
is this model will work in rtx 4060ti 16gb?
It might work provided you have comfy-kitchen support enabled and CUDA 13.x with Torch 2.10, at least. For the 40xx series, NVFP4 will get upscaled to FP8 or FP16 (not sure about that) and you won't get the benefits that the 50xx series cards have. I don't recommend you to use my models, to be honest.
You'll get much better results in terms of speed and quality with FP8 models or smaller quants from other users in Civitai, such as those from @Darksidewalker. Bear in mind that NVFP4 is a 4-bit format that's only supported on Blackwell devices and later.
To be precise, my models keep some layers on BF16, others on MXFP8 and others get converted to NVFP4. MXFP8 is another new format not supported on 40xx series, either.
Why do all videos made with Wan2.2 NVFP4 checkpoints look like 0.75x slow motion
It's not because of the model itself, but because of the selected FPS and RIFE interpolation. You can always choose larger FPS and lower RIFE interpolation values.
@InsecureErasure I've found the issue on my end. After enabling Sage acceleration, the video motion becomes slow; disabling it restores normal speed. If enable Sage acceleration, it's best to add SVI's LORA, which can significantly alleviate the slow-motion issue.
@sar090909, were you trying to create videos longer than 5 seconds? I can get away with something around 7 or 8-ish seconds without SVI, but that's it. Haven't tried SVI that much, but it's possible to get good results with these models.
@InsecureErasure Not exactly. As long as Sage acceleration is enabled, videos of 5-6 seconds will also have this issue. Disabling Sage acceleration completely eliminates this problem, though the sampling speed is about 1/4 slower. I recall that SVI works well for generating videos longer than 6 seconds, so I gave it a try, and it indeed alleviates the slow-motion problem that occurs when Sage acceleration is enabled.
@sar090909, yes. I can confirm now. I'm GPU poor so generations are too slow for me without sage attention. Thanks for your insight!
Hi there, Im getting Node threw an error during execution.
# ComfyUI Error Report
## Error Details
- Node ID: 968:859
- Node Type: easy imageColorMatch
- Exception Type: TypeError
- Exception Message: TypeError: Cannot handle this data type: (1, 1, 464, 3), |u1
## Stack Trace
```
File "/workspace/runpod-slim/ComfyUI/execution.py", line 542, in execute
output_data, output_ui, has_subgraph, has_pending_tasks = await get_output_data(prompt_id, unique_id, obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/execution.py", line 341, in get_output_data
return_values = await asyncmap_node_over_list(prompt_id, unique_id, obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/execution.py", line 315, in asyncmap_node_over_list
await process_inputs(input_dict, i)
File "/workspace/runpod-slim/ComfyUI/execution.py", line 303, in process_inputs
result = f(**inputs)
^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/custom_nodes/comfyui-easy-use/py/nodes/image.py", line 1100, in color_match
result_images = wavelet_color_fix(tensor2pil(image_target), tensor2pil(image_ref)) if method == 'wavelet' else adain_color_fix(tensor2pil(image_target), tensor2pil(image_ref))
^^^^^^^^^^^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/custom_nodes/comfyui-easy-use/py/libs/image.py", line 18, in tensor2pil
return Image.fromarray(np.clip(255. * image.cpu().numpy().squeeze(), 0, 255).astype(np.uint8))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/.venv-cu128/lib/python3.12/site-packages/PIL/Image.py", line 3431, in fromarray
raise TypeError(msg) from e
```
## System Information
- ComfyUI Version: 0.27.0
- Arguments: main.py --listen 0.0.0.0 --port 8188 --enable-cors-header
- OS: linux
- Python Version: 3.12.3 (main, Mar 23 2026, 19:04:32) [GCC 13.3.0]
- Embedded Python: false
- PyTorch Version: 2.10.0+cu128
## Devices
- Name: cuda:0 NVIDIA RTX PRO 6000 Blackwell Server Edition : cudaMallocAsync
- Type: cuda
- VRAM Total: 101973950464
- VRAM Free: 101388648448
- Torch VRAM Total: 0
- Torch VRAM Free: 0
## Logs
```
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2026-07-08T06:13:29.442472 - [32m[INFO][0m Requested to load WAN21
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2026-07-08T06:14:07.341400 - [1m[31m[ERROR][0m !!! Exception during processing !!! Cannot handle this data type: (1, 1, 464, 3), |u1
2026-07-08T06:14:07.344440 - [1m[31m[ERROR][0m Traceback (most recent call last):
File "/workspace/runpod-slim/ComfyUI/.venv-cu128/lib/python3.12/site-packages/PIL/Image.py", line 3427, in fromarray
typemode, rawmode, color_modes = fromarraytypemap[typekey]
~~~~~~~~~~~~~~~~~~^^^^^^^^^
KeyError: ((1, 1, 464, 3), '|u1')
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/workspace/runpod-slim/ComfyUI/execution.py", line 542, in execute
output_data, output_ui, has_subgraph, has_pending_tasks = await get_output_data(prompt_id, unique_id, obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/execution.py", line 341, in get_output_data
return_values = await asyncmap_node_over_list(prompt_id, unique_id, obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/execution.py", line 315, in asyncmap_node_over_list
await process_inputs(input_dict, i)
File "/workspace/runpod-slim/ComfyUI/execution.py", line 303, in process_inputs
result = f(**inputs)
^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/custom_nodes/comfyui-easy-use/py/nodes/image.py", line 1100, in color_match
result_images = wavelet_color_fix(tensor2pil(image_target), tensor2pil(image_ref)) if method == 'wavelet' else adain_color_fix(tensor2pil(image_target), tensor2pil(image_ref))
^^^^^^^^^^^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/custom_nodes/comfyui-easy-use/py/libs/image.py", line 18, in tensor2pil
return Image.fromarray(np.clip(255. * image.cpu().numpy().squeeze(), 0, 255).astype(np.uint8))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/.venv-cu128/lib/python3.12/site-packages/PIL/Image.py", line 3431, in fromarray
raise TypeError(msg) from e
TypeError: Cannot handle this data type: (1, 1, 464, 3), |u1
2026-07-08T06:14:07.345822 - [32m[INFO][0m [32mPrompt executed in 170.40 seconds[0m
2026-07-08T06:14:25.718071 - [32m[INFO][0m got prompt
2026-07-08T06:14:26.050191 - [1m[31m[ERROR][0m !!! Exception during processing !!! Cannot handle this data type: (1, 1, 464, 3), |u1
2026-07-08T06:14:26.052181 - [1m[31m[ERROR][0m Traceback (most recent call last):
File "/workspace/runpod-slim/ComfyUI/.venv-cu128/lib/python3.12/site-packages/PIL/Image.py", line 3427, in fromarray
typemode, rawmode, color_modes = fromarraytypemap[typekey]
~~~~~~~~~~~~~~~~~~^^^^^^^^^
KeyError: ((1, 1, 464, 3), '|u1')
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/workspace/runpod-slim/ComfyUI/execution.py", line 542, in execute
output_data, output_ui, has_subgraph, has_pending_tasks = await get_output_data(prompt_id, unique_id, obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/execution.py", line 341, in get_output_data
return_values = await asyncmap_node_over_list(prompt_id, unique_id, obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/execution.py", line 315, in asyncmap_node_over_list
await process_inputs(input_dict, i)
File "/workspace/runpod-slim/ComfyUI/execution.py", line 303, in process_inputs
result = f(**inputs)
^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/custom_nodes/comfyui-easy-use/py/nodes/image.py", line 1100, in color_match
result_images = wavelet_color_fix(tensor2pil(image_target), tensor2pil(image_ref)) if method == 'wavelet' else adain_color_fix(tensor2pil(image_target), tensor2pil(image_ref))
^^^^^^^^^^^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/custom_nodes/comfyui-easy-use/py/libs/image.py", line 18, in tensor2pil
return Image.fromarray(np.clip(255. * image.cpu().numpy().squeeze(), 0, 255).astype(np.uint8))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/workspace/runpod-slim/ComfyUI/.venv-cu128/lib/python3.12/site-packages/PIL/Image.py", line 3431, in fromarray
raise TypeError(msg) from e
TypeError: Cannot handle this data type: (1, 1, 464, 3), |u1
2026-07-08T06:14:26.053817 - [32m[INFO][0m [32mPrompt executed in 0.05 seconds[0m
```
## Attached Workflow
Please make sure that workflow does not contain any sensitive information such as API keys or passwords.
```
Workflow too large. Please manually upload the workflow from local file system.
```
## Additional Context
(Please add any additional context or steps to reproduce the error here)
I see you're running this on runpod. I'd say this environment you're using doesn't satisfy the software requirements. Does it have comfy-kitchen correctly installed? I guess not, because your logs show that you're running CUDA 12.8 on that environment. Check https://github.com/Comfy-Org/comfy-kitchen wher it's clearly stated that you need at least CUDA 13.0 to get NVFP4 support through comfy-kitchen.
Can this be used on WebIU NeoForge?
Sorry, but I don't have experience with that platform. I only use ComfyUI.
Details
Available On (1 platform)
Same model published on other platforms. May have additional downloads or version variants.