Benchmarks
by
Pranav Patel
Learn how to build custom advanced LLM benchmarks for enterprise AI deployment. Discover why public benchmarks fail and create internal evaluation frameworks that ensure quality, reduce costs, and improve user satisfaction.
Large Language Models
Using Low-rank adaptation (LoRA) and other PEFT techniques can help you train LLMs and other models faster and in a much cheaper way.
Audio Cloning and TTS
Mathavan
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.
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.
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.
LLMs
Learn how to integrate tools with public or private language models (LLMs) using sophisticated techniques.
AI in Sales
Pranav
Learn how to train your own AI model to craft compelling sales messages that drive success and increase conversions.
Stable Diffusion
In this blog post we will show you how you to generate product images using stable diffusion
Prompt Engineering
Maithili Badhan
Learn how you can use Chain of Thought (CoT) prompting to boost LLM performance at reasoning tasks.
Virtual Reality
Learn how AI can be used to create more immersive and realistic VR experiences. Use AI to generate realistic textures, lighting, and sound effects, making VR experiences more engaging.
