Using pre-trained embeddings to automatically optimize stable diffusion prompts — Recently, I’ve been working on a project at work that needs a lot of high-quality stable diffusion prompts to generate beautiful images. However, manually writing and testing these prompts can be quite time-consuming due to the trial-and-error process involved. Therefore, I came up with…

Large language models (LLMs) like GPT have sparked another round of innovations in the technology sector. Many entrepreneurs and product people are trying to incorporate these LLMs into their products or build brand-new products. However, building AI applications backed by LLMs is definitely not as straightforward as chatting with ChatGPT…

As a product manager, I’ve been using ChatGPT extensively in my work — both for supercharging my productivity and for integrating it into my product. It has helped me a lot in my work process for a variety of tasks from conducting initial research to analyzing user feedback. One of…

Generative AI is advancing at an unprecedented speed in the past few weeks — with different versions of GPT-like LLM (large language models) and image-generation Stable Diffusion XL leading the charge. Some people are claiming that these AI models might take the jobs away from writers, illustrators, and artists, while…

If you’re reading this, you probably already had some experience with using ChatGPT. Perhaps you’ve used it to paraphrase your email or come up with creative captions for social media campaigns. However, large language models like GPT have far more potential than just these simple tasks. In fact, we can…

OpenAI released its GPT-4 model today, a few months after its ChatGPT ignited general public interest in large language models (LLMs). It’s a multi-modal model that can take both images and text as input and give answers in the text format. The speed of iterations and advancements for large language…

Chatting with ChatGPT is fun and informative — I’ve been chit-chatting with it for past time and exploring some new ideas to learn. But these are more casual use cases and the novelty can quickly wean off, especially when you realize that it can generate hallucinations. How might we use…

With ChatGPT sparking public interest in large language models (LLMs) like GPT, many big techs are racing to release their own version of pre-trained LLMs (Bard from Google, LLaMA from Meta). These LLMs learned from a massive corpus of human language and can perform many tasks out of the box…

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