Dinithi Nimsala's repositories
Awesome-Knowledge-Graph-Reasoning
AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets
awesome-mlops
A curated list of references for MLOps
care
This repository is for the CARE method.
Deep-Reasoning-Papers
Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep learning and reasoning
diplomacy_cicero
Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.
EmbedKGQA
ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
ice
Interactive Composition Explorer: a Python library for compositional language model programs
jina
🔮 Build multimodal AI services via cloud native technologies
langchain
⚡ Building applications with LLMs through composability ⚡
lecun1989-repro
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.
lend_book
Lending a book in an online library management system
LM-reasoning
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
LMOps
General technology for enabling AI capabilities w/ LLMs and Generative AI models
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
NASLib
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.
nimsala1234
Config files for my GitHub profile.
openart-jina-eah-showcase
EAH: GPU-Powered Jina AI Flows on GCP VMs - A Practical Guide https://www.youtube.com/watch?v=rJFD_5J_lfE
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
primer
Factored Cognition Primer: How to write compositional language model programs
privateGPT
Interact privately with your documents using the power of GPT, 100% privately, no data leaks
RETRO-pytorch
Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
RWKV-LM
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.
sandbox-grounded-qa
A sandbox repo for grounded question answering with Cohere and Google Search
Semantic-Retrieval-Models
A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).
UnsupervisedDecomposition
PyTorch original implementation of "Unsupervised Question Decomposition for Question Answering"
webppl-gpt3
Probabilistic programming for the web
wink-nlp
Developer friendly Natural Language Processing ✨