Integrate Hugging Face and Fal AI to automate workflows with scalable backend
Connect Hugging Face and Fal AI nodes to in your workflow. Integrate with any tool or database and ship powerful backend logic and APIs instantly - No code required!
getting started
How To Connect Hugging Face and Fal AI
Supported Triggers & Actions
Hugging Face NODES
Caption Image
Generate caption for the image using Hugging Face's [Salesforce/blip-image-captioning-large](https://huggingface.co/Salesforce/blip-image-captioning-large) model for image captioning pretrained on COCO dataset - base architecture (with ViT large backbone).
Image Classification
Get classification labels for your image using Hugging Face's [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) model which is a transformer encoder model (BERT-like) pretrained on a large collection of images in a supervised fashion, namely ImageNet-21k, at a resolution of 224x224 pixels. Next, the model was fine-tuned on ImageNet (also referred to as ILSVRC2012), a dataset comprising 1 million images and 1,000 classes, also at resolution 224x224.
Text Summarization
Summarize long text using Hugging Face's [facebook/bart-large-cnn](https://huggingface.co/facebook/bart-large-cnn) model which is a transformer encoder-encoder (seq2seq) model with a bidirectional (BERT-like) encoder and an autoregressive (GPT-like) decoder. BART is pre-trained by (1) corrupting text with an arbitrary noising function, and (2) learning a model to reconstruct the original text.
Text-To-Image
Generate image from text, using Hugging Face's [openskyml/dalle-3-xl](https://huggingface.co/openskyml/dalle-3-xl) test model very similar to Dall•E 3.
Text-To-Music
Generate music from text using Hugging Face's [facebook/musicgen-small](https://huggingface.co/facebook/musicgen-small) model capable of generating high-quality music samples conditioned on text descriptions or audio prompts.
Fal AI NODES
Generate Animation
Generates animations based on a prompt using AnimateDiff Fal AI Model
script
Stable Diffusion XL Image Generator
Generates an image based on given prompt using Stable Diffusion XL Image Generator
script
Stable Video Diffusion
Generates a stable diffusion video using FAL API.
script
Text to Image Generator
Generates images from text using Fooocus model by Fal AI
script
Whisper Speech to Text
Converts speech to text using Fal AI's Whisper model
script
blog posts & tutorials
Recommended Reads
Below are recommneded blogs that will help in your journey
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