Tagged: Machine Learning
Posts related to Machine Learning
Embeddings are numerical representations of real-world objects, such as words, phrases, text, images, audio, and video. Since the real world is so complex, these representations are usually vector arrays of floating-point numbers. This helps computers process meaning, context, and semantic relationships using distances and directions between vectors. Word2Vec and FastText Embeddings are learned...
I have been searching for models that perform translations between Kannada and English and vice versa. I learned about the Sarvam Translate model, which seemed very promising. I tried it on their site before downloading the model directly to run locally. Model weights are available under GPL. Sarvam-Translate is an advanced translation model...
I’ve always dreamed of talking to computers. Cloud tools made it possible, but nothing beats doing it right on your machine. The first one I encountered that ran well locally was Dragon Speak. It worked pretty well but was very expensive and closed. In recent years, few models can run locally and do...
Like the rest of the tech world, I have been experimenting with ChatGPT. Since this is my twentieth year of blogging, so I asked ChatGPT to pick up the most popular posts on my blog. My blog has been public since the beginning, and at least parts of it would have been available for ChatGPT when it got built. So I expected it to pick up actual posts and present them to me. But strange things happened
Note: Spoilers Subramanian (Soubin Shahir) lives with his father Bhaskaran in a small village in Kerala. Subramanian is a smart mechanical engineer. He wants to get out of his village to work like most educated Malayalees. His father Bhaskaran is a stubborn man, He won’t let his son go out (village) to work....
One of the biggest challenge when you want to use ML in your project is training models using right data. It’ not super tough if you have enough data to build a model but most of the time when I want to quickly experiment, i don’t necessarily have the data for it, forget...