Sidhant Sundrani's repositories
lexpod-speaker-prediction
Speaker prediction for captions on the Lex Fridman podcast
ppo_lightning
Implementation of a Proximal Policy Optimization RL on PyTorch Lightning
differentiable-kb-qa
Implementation of Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base
optim-sentence-transformers
Optimize SentenceTransformers models with Optimum for faster inference using model.encode
scrape_art
Scrapers to scrape art images and details from Wikiart and Wikimedia Commons
find-your-episode
Find sitcom episodes using topics of interest with semantic search
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
seq2seq-m5
seq2seq model for M5 forecasting competition
ASVD4LLM
Activation-aware Singular Value Decomposition for Compressing Large Language Models
atlas
Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03299)
billboard_analytics
analysis of charting music
cocoapi
COCO API - Dataset @ http://cocodataset.org/
cs224w-notes
CS224W Course Notes
detr
End-to-End Object Detection with Transformers
benchmark-ctranslate-st
Benchmark Onnx and CTranslate latency on a Sentence Transformer
contextual-language-learning
Uses bard to enable learning of languages in context
efficient-autoregressive-EL
Pytorch implementation of Highly Parallel Autoregressive Entity Linking with Discriminative Correction
language
Shared repository for open-sourced projects from the Google AI Language team.
laser
The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
LLM-Pruner
[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichuan, TinyLlama, etc.
magnitude
A fast, efficient universal vector embedding utility package.
ml-glossary
Machine learning glossary
mlpractical
Machine Learning Practical Course Code Repository
pytorch-lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
sentence-transformers
Sentence Embeddings with BERT & XLNet
sidhantls.github.io
Build a Jekyll blog in minutes, without touching the command line.
speechbrain
A PyTorch-based Speech Toolkit
spinningup
An educational resource to help anyone learn deep reinforcement learning.
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.