Large Language Models
by
Pranav Patel
Using Low-rank adaptation (LoRA) and other PEFT techniques can help you train LLMs and other models faster and in a much cheaper way.
Chatbots
Pranav
Learn how to build a custom GPT-4 chatbot on a knowledge base. GPT-4 models can be customized with prompt engineering to provide personalized responses to user queries in any domain.
NLP in Accounting
Mathavan
Deep dive into how LLMs and NLP in accounting can save a lot of time and resources
Audio Cloning and TTS
In this blog we show how you can build a pipeline to clone anybody's voice using AI tools like Bark, Open Voice and Coqui and use it for your custom TTS pipelines.
AI Generated Podcasts
Learn how to generate podcasts using voice cloning via Eleven Labs and LLM agents architecture
Image Upscaling
Yash
In this comprehensive study, we benchmark and compare all the famous open image upscaling methods and measure them on quality, error and time. We compare GANs, diffusion and the classical image upscaling methods.
Visual Language Models
In this blog we explain how Visual Language Models work from scratch, we explain CLIP, image embeddings, and necessary topics. We also explain how to train a visual language model from scratch too.
NLP and LLMs
Yash Vardhan
Topic modeling is a strong tool for extracting insights from texts and any sort of content. In this blog we will see how to use BertTopic for podcast and video topic analysis.
AI in Medical Industry
LLMs for medical industry are very helpful, but medical images like CT scans, MRIs etc cannot be ignored. Hence we propose a pipeline with Visual LLMs which can process medical images and extract insights from them.
AI in Sport Analysis
In this blog we show how you can use AI and ball tracking techniques for sport analysis and improve performance of players in games like basketball, soccer, football, cricket, etc. We compare the new approaches and the old too.
Machine Learning
Harshit
Most of the applications need access to process long texts and documents, BERT models even though competent, might not perform very good for long contexts. In this blog, we show how to work with long texts and contexts with BERT.
Model Deployment
Learn how you can privately deploy custom open source LLMs in your cloud for data privacy and security.
PEFT Finetuning
In this blog we provide detailed explanation of how QLoRA works and how you can use it in hugging face to finetune your models.
LLMs
Learn how to integrate tools with public or private language models (LLMs) using sophisticated techniques.
