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Brent's Projects

blitz icon blitz

⚡️ The Missing Fullstack Toolkit for Next.js

conformer icon conformer

Implementation of the convolutional module from the Conformer paper, for use in Transformers

conv-tasnet icon conv-tasnet

A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).

developer icon developer

with 100k context windows on the way, it's now feasible for every dev to have their own smol developer

donut icon donut

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

fff icon fff

A repository for log-time feedforward networks

flash-genomics-model icon flash-genomics-model

My own attempt at a long context genomics model, leveraging recent advances in long context attention modeling (Flash Attention + other hierarchical methods)

lancedb icon lancedb

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

milvus icon milvus

A cloud-native vector database, storage for next generation AI applications

multitask icon multitask

Multitask is a Python script that enables concurrent execution of maintenance tasks on multiple remote servers.

polars icon polars

Fast multi-threaded, hybrid-out-of-core DataFrame library in Rust | Python | Node.js

vllm icon vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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