In 2022, we saw text-to-image models like DALL-E2, Midjourney, and Stable Diffusion and conversational bots like ChatGPT. Then we saw many alternatives that were built on different languages. Now you can generate images, chat like ChatGPT, and more on a single Discord server. Developed by Kaveen Kumarasinghe (Kav-K), a computer engineering student at University of Waterloo, the server, called GPT3E, offers a robust, but simple interface of GPT-3 based chatbot along with a text-to-image art generator using DALL-E 2.Click here to check it out!With the latest update of GPT3E, users can chat on Discord with – !g <prompt> and have endless conversations with it as the model can generate summarization of the conversation using GPT-3. You can also edit previously entered prompts.For image generation, users can input their prompt using – !draw <prompt> and also generate multiple images with different characteristics and qualities. The bot also optimises the given prompt to be suitable for DALL-E based image generation. The project uses Python and openai-async rewrite for generation of threads. Developers can also add the bot to their server following the steps given in the GitHub repository.
Other Chatbots and Image GeneratorsNow developers can also build ChatGPT-like chatbots using the open-source alternative to GPT-3, Google’s PaLM. Phil Wang posted code on GitHub where developers can build chatbots using RLHF (Reinforcement Learning with Human Feedback) on Python.Moreover, Since Stable Diffusion got open-source we have seen many new innovations by the AI art enthusiasts. One was a macOS native app, Amazing AI, for text-to-image generation, Riffusion for music generation using Stable Diffusion, and Unstable Diffusion, an NSFW AI art generator. Conference, in-person (Bangalore)Machine Learning Developers Summit (MLDS) 202319-20th Jan, 2023Early Bird Passes expire on 3rd FebConference, in-person (Bangalore)Rising 2023 | Women in Tech Conference16-17th Mar, 2023Conference, in-person (Bangalore)Data Engineering Summit (DES) 202327-28th Apr, 2023Conference, in-person (Bangalore)MachineCon 202323rd Jun, 2023Conference, in-person (Bangalore)Cypher 202320-22nd Sep, 2023Discover special offers, top stories, upcoming events, and more. Stay Connected with a larger ecosystem of data science and ML Professionals“It can be helpful to think of compute in 2012 not being equal to compute in 2019 in a similar way that dollars need to be inflation-adjusted over time.”Synapsica uses AI-powered technology that automates several aspects of radiology workflow, improves the quality of reports, and increases transparency between patients and doctors.Google has come out with a new concept, calling it “software-defined community cloud” that is designed to deliver the benefits of a community cloud in a more modern architectureThe company Lightelligence has developed a new processor that outperforms GPUs by 100x when it comes to calculating complicated math problems.SenseTime group, a controversial AI-based facial recognition software developing company valued at US$16 billion, goes public.Copilot is Microsoft and OpenAI’s ‘invite only’ tool that writes codes based on human input, but the tool has faced severe copyright issues. New AI model for predicting dementia will allow early correct diagnosis and better chances of managing disease condition.It has since beat the world’s greatest player of the previous decade, Mr Lee Sedol, by a 4-1 victory with 200 million worldwide watchers sitting at the edge of their seats.A look at a few of the interesting algorithms from OpenAI in 2021If you are confused about what to go for—data engineering or data science—understanding the skillset and the outcomes required from both of them will help you make an informed decision© Analytics India Magazine Pvt Ltd & AIM Media House LLC 2022