Dinithi Nimsala's Projects
AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets
A curated list of references for MLOps
This repository is for the CARE method.
Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep learning and reasoning
Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.
ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
Interactive Composition Explorer: a Python library for compositional language model programs
š® Build multimodal AI services via cloud native technologies
ā” Building applications with LLMs through composability ā”
Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.
Lending a book in an online library management system
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
General technology for enabling AI capabilities w/ LLMs and Generative AI models
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
The simplest, fastest repository for training/finetuning medium-sized GPTs.
NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.
Config files for my GitHub profile.
EAH: GPU-Powered Jina AI Flows on GCP VMs - A Practical Guide https://www.youtube.com/watch?v=rJFD_5J_lfE
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
š¤ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
This is a LinkedIn Learning repo for Practice It: Java.
Factored Cognition Primer: How to write compositional language model programs
Interact privately with your documents using the power of GPT, 100% privately, no data leaks
Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
RWKV is a RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
A sandbox repo for grounded question answering with Cohere and Google Search
A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).
PyTorch original implementation of "Unsupervised Question Decomposition for Question Answering"
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent