Hugging Face VS Gradio

HuggingFaceEmbeddings is a function that we use for converting our documents to vector which is called embedding, you can use any embedding model from huggingface, it will load the model on your local computer and create embeddings(you can use external api/service to create embeddings), then we just pass this to context and create index and store them into folder so we can reuse them and don't need to recalculate it. - Source: dev.to / 21 days ago

The only requirement for this tutorial is to have an Hugging Face account. In order to get it:. - Source: dev.to / 27 days ago

Finally, you'll need to download a compatible language model and copy it to the ~/llama.cpp/models directory. Head over to Hugging Face and search for a GGUF-formatted model that fits within your device's available RAM. I'd recommend starting with TinyLlama-1.1B. - Source: dev.to / about 1 month ago

At this point, probably everyone has heard about OpenAI, GPT-4, Claude or any of the popular Large Language Models (LLMs). However, using these LLMs in a production environment can be expensive or nondeterministic regarding its results. I guess that is the downside of being good at everything; you could be better at performing one specific task. This is where HuggingFace can utilized. HuggingFace provides... - Source: dev.to / about 1 month ago

New models can be added by downloading GGUF format models to the models sub-directory from https://huggingface.co/. - Source: dev.to / about 1 month ago

We can quickly leverage our python knowledge to implement and deploy a text summarization chatbot, using pretrained AI models and the frontend framework I already described several times, gradio. - Source: dev.to / 4 days ago

Current version of the "AI battleground" is super shit, this is largely because I picked the wrong framework to build it (gradio.app -- it's good for prototyping but terrible for production, as I've learned). The game-plan is to bring this in-app over the next 2 weeks. Latency will be improved and UX should be a lot better. Bear with us, lots of exciting stuff in the pipeline (audio for ultra, new way for us to... Source: 11 months ago

We've been building devtools for years now. We're really passionate about the field. The most recent thing we built is https://usedevbook.com. The goal was to build a simple framework/UI for companies to demo their APIs. Something like https://gradio.app but for API companies. It's been used for example by Prisma - we helped them build their playground with it - https://playground.prisma.io/ Our new project - e2b... - Source: Hacker News / about 1 year ago

I assume GP is referring to frameworks like Gradio (https://gradio.app/) and to a lesser extent Streamlit. Existing web UI frameworks for Python are somewhat opinionated around particular use cases, of which AI/ML is a prominent one. - Source: Hacker News / about 1 year ago

For making the UI I would recommend that you check out Gradio, it's a fantastic library that allows you to make UI for your ml projects ⁠_⁠^. Source: about 1 year ago