Rohan Kataria's Projects
An experimental open-source attempt to make GPT-4 fully autonomous.
🤖 Azure ChatGPT: Private & secure ChatGPT for internal enterprise use 💼
Code for Stanford CS224u
Fast inference engine for Transformer models
A Hub for Data Engineering Tools and Utilities with Large Language Models!
DSPy: The framework for programming with foundation models
The fastai book, published as Jupyter Notebooks
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
Using Debezium to capture data changes from databases and populate these as historic evolution and table replication in Snowflake
Label Studio is a multi-type data labeling and annotation tool with standardized output format
⛓️ LangFlow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.
Deliver safe & effective language models
Notebooks for Large Language Models (LLMs) Specialization
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Low-code framework for building custom LLMs, neural networks, and other AI models
Jupyter Notebooks for Ollama integration
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
Streamlit app for recommending eval functions using prompt diffs
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
A short example on how to create Python Azure Function with GPU support
Build ChatGPT over your data, all with natural language
Collection of links, tutorials and best practices of how to collect the data and build end-to-end RLHF system to finetune Generative AI models
This is a Next.js, Tailwind CSS blogging starter template. Comes out of the box configured with the latest technologies to make technical writing a breeze. Easily configurable and customizable. Perfect as a replacement to existing Jekyll and Hugo individual blogs.
A blazing fast inference solution for text embeddings models
A high-throughput and memory-efficient inference and serving engine for LLMs