nodes/sakura1bgx-ComfyUI_FlipStreamViewer
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The following custom nodes can be used as needed:
- ComfyUI-Inspyrenet-Rembg: For FlipStreamRembg
- ComfyUI-Florence2: For FlipStreamSegMask
- ComfyUI-Frame-Interpolation: For FlipStreamFilmVfi
The following custom nodes may also be used within workflows:
@@ -59,7 +58,7 @@ python -m pip install llama-cpp-python
- **UI Node Ordering**: These UI nodes are ordered by their titles, and you can change the node titles to something like '10.steps' or '11.cfg'. You can also click on the title to compact the node on the workflow.
- **Label Input**: Each UI node has a 'label' input, which should be a unique identifier used as the parameter name. 'lora' is internally used, so they cannot be used for labels.
- **Enable Output**: Each UI node also has an 'enable' output to use with 'Control Bridge' for switching to bypass some nodes or FlipStreamSwitch* for switching input.
- **Right Panel**: You can operate several prepared functions such as Status, Darker, Tagger, Preset, and Lora.
- **Right Panel**: You can operate several prepared functions such as Status, Darker, Preset, and Lora.
- **Status**: The right panel shows ComfyUI status and error information.
- **Darker**: You can adjust the image brightness on the viewer using the darker parameter. It can also be set via query:
`http://localhost:8188/flipstreamviewer?darker=0.33`
@@ -74,14 +73,16 @@ python -m pip install llama-cpp-python
## UI Nodes
- **FlipStreamSection**: A section label for UI Nodes.
- **FlipStreamButton**: Capture and Update buttons. The Capture button can be use with FlipStreamGetFrame to get captured image.
- **FlipStreamButton**: Run and Capture buttons. The Capture button can be use with FlipStreamGetFrame to get captured image.
- **FlipStreamSlider**: A slider for adjusting values.
- **FlipStreamTextBox**: A text box for inputting multiline text.
- **FlipStreamInputBox**: An input box for various boxtype inputs. The 'U' button means update. You can choose special boxtype 'seed' or 'r4d' with the 'R' button, which means randomize. The boxtype 'r4d' can be used to generate a 4-digit part of a prompt like 'MOV_{num}'. In this case, FlipStreamTextReplace can help find '{num}' and replace with the output of the input box.
- **FlipStreamSelectBox_Samplers**: A select box for choosing samplers.
- **FlipStreamSelectBox_Scheduler**: A select box for choosing schedulers.
- **FlipStreamSizeSelect**: A select box for choosing size by aspect ratio. The size can also get using FlipStreamGetSize.
- **FlipStreamFileSelect_Checkpoints**: A file selector for checkpoints. 'mode' is used to select a subfolder such as 'sd15', 'sdxl', 'pony', or 'flux' in 'checkpoints'. 'use_sub' means using subfolders in the 'mode' folder. 'use_move' means using the move file selector.
- **FlipStreamFileSelect_VAE**: A file selector for VAE models.
- **FlipStreamFileSelect_LLM**: A file selector for LLM models.
- **FlipStreamFileSelect_ControlNetModel**: A file selector for ControlNet models.
- **FlipStreamFileSelect_TensorRT**: A file selector for TensorRT models. It may be used with ComfyUI_TensorRT.
- **FlipStreamFileSelect_AnimateDiffModel**: A file selector for AnimateDiff models. It may be used with ComfyUI-AnimateDiff-Evolved.
@@ -93,24 +94,31 @@ python -m pip install llama-cpp-python
## Other Nodes
- **FlipStreamSetUpdateAndReload**: Updates parameters and reloads pages after a delay.
- **FlipStreamRunOnce**: Updates parameters, reloads pages, and run the current workflow once.
- **FlipStreamSetMessage**: Sets a message for the message box at the bottom of the center panel.
- **FlipStreamAnd(experimental)**: Multiple inputs AND operation node.
- **FlipStreamOr(experimental)**: Multiple inputs OR operation node.
- **FlipStreamSetState**: A node for setting internal state.
- **FlipStreamGetState**: A node for getting internal state.
- **FlipStreamSetParam**: A node for setting parameters. However, it needs a reload to update the value in the viewer UI.
- **FlipStreamGetParam**: A node for getting parameters. 'lora' is a prepared parameter that contains text at the Lora input. Some prompts can contain '{lora}' and FlipStreamTextReplace can help find '{lora}' and replace it with the output of the get param node of 'lora'. 'b64dec' is true for 'lora' and other 'FlipStreamTextBox' parameters, because these multiline parameters are internally base64 encoded.
- **FlipStreamGet(experimental)**: A node for getting internal state and parameters with independent node cache.
- **FlipStreamGetFrame**: A node for get image from frame buffer. It can be use with FlipStreamButton - Capture button to get captured image.
- **FlipStreamGetPreviewRoi**: A node for obtaining the preview ROI (Region of Interest) selection.
- **FlipStreamImageSize**: A node for getting image size.
- **FlipStreamTextReplace**: A node for replacing text. It will output the result of `text.replace(find, replace.format(value))`.
- **FlipStreamTextConcat**: A node for concatenate text.
- **FlipStreamScreenGrabber**: A node for grab multiframe screenshots.
- **FlipStreamVideoInput**: A node for input video frames.
- **FlipStreamSource**: A node for prepare image or latent source.
- **FlipStreamSwitchImage**: A node for switching images.
- **FlipStreamSwitchLatent**: A node for switching latents.
- **FlipStreamGate**: A node for consolidating input timing to ensure that inputs to the sampler do not occur sequentially.
- **FlipStreamGate(deprecated)**: A node for consolidating input timing to ensure that inputs to the sampler do not occur sequentially.
- **FlipStreamRembg**: A node for remove background. It depends on ComfyUI-Inspyrenet-Rembg.
- **FlipStreamSegMask**: A node for segmentation masks. The target can contain multiple words separated by commas for segmentation. It will use the 'microsoft/Florence-2-large' model, which you can download using the DownloadAndLoadFlorence2Model node of ComfyUI-Florence2. Segmentation sometimes fails, so you may need to try some other random seeds.
- **FlipStreamSegMask(deprecated)**: Currently cannot use, so please use original node ComfyUI-Florence2.
- **FlipStreamChat**: Loads an LLM (Large Language Model) and obtains chat responses. It only supports *.gguf files in the models/LLM folder and uses llama-cpp-python. The output format can be customized using the response_format parameter, which supports [JSON Schema](https://llama-cpp-python.readthedocs.io/en/latest/#json-schema-mode) for structured responses.
- **FlipStreamParseJson**: Extracts values for multiple keys from a JSON string and joins them using a specified delimiter.
- **FlipStreamChatJson**: Mix and simplified FlipStreamChat and FlipStreamParseJson using auto generated json scheme.
- **FlipStreamBatchPrompt**: A node for simple batch prompting. Use the following format for the input prompt of this node. The 'pre text' and 'append text' sections apply to all frames. The separator `----` should consist of four hyphens, and each line of 'frame text' applies evenly to the number of frames specified in 'frames'. For example, if 'frames' is 8 and there are 2 'frame text' lines, they will be applied starting from frames 0 and 4.
```
pre text,
@@ -122,6 +130,14 @@ append text
```
- **FlipStreamFilmVfi**: A node for video frame interpolation. It depends on ComfyUI-Frame-Interpolation.
- **FlipStreamViewer**: A node for viewing content. The 'allowip' parameter allows you to set IP addresses that can access the viewer. ComfyUI commandline options "--listen 0.0.0.0" and appropriate firewall settings are also needed for that. The 'w14exc' parameter is used to set exclude_tags for the WD14 Tagger. 'fps' can control flip speed.
- **FlipStreamViewerSimple**: Simplified FlipStreamViewer.
- **FlipStreamCurrent**: A node for setting current information text on the right panel status info.
- **FlipStreamAllowIp**: A node for setting allowip.
- **FlipStreamLoraMode**: A node for setting loraMode.
- **FlipStreamSaveApiWorkflow**: A node for save current workflow as api workflow.
- **FlipStreamRunApiWorkflow**: A node for run an api workflow.
- **FlipStreamFree**: A node for free model and comfy caches.
- **FlipStreamShutdown**: A node for scheduling shutdown (Windows only).
## For More Quality
@@ -131,7 +147,7 @@ append text
## For More Speed
- ComfyUI commandline options '--mmap-torch-files --fp8_e4m3fn-text-enc --fast' are good for speed, however it depends on system and model.
- ComfyUI commandline options '--mmap-torch-files --fast' are good for speed, however it depends on system and model.
- And '--use-sage-attention' option will good for RTX50xx speed up.
```
REM Before that, may be need to install Visual Studio 2022, VC++ development options and cmake. Also need to set PATH for git.
@@ -147,8 +163,16 @@ copy ..\build_sage.py .
python build_sage.py
```
## For Avoid OOE
- The ComfyUI commandline option '--reserve-vram 2' may good, it will work as buffer.
- Edit comfy code using try except pass around error points may practical for private use, but it may cause difficulty on update comfy.
- FlipStreamSaveApiWorkflow, FlipStreamRunApiWorkflow, FlipStreamSetState, FlipStreamGet nodes are useful to separate workflow to avoid OOE, because comfy keeps cache on each workflow and the cache take up large memory.
## Workflow Examples
These workflow are old.
- **simple.json**: Customized a ComfyUI default workflow for FlipStreamViewer UI nodes.
- **dmd2_lora.json**: Using DMD2 and some LoRA, only needs 5 steps to generate an image.
- **segmask.json**: A 2-step process for generating frames using batch prompts and segmentation mask, followed by interpolation.
@@ -161,3 +185,4 @@ python build_sage.py