Vaibtan
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A high-throughput and memory-efficient inference and serving engine for LLMs
Python implementation of surface mesh resampling algorithm ACVD
A work in progress to build out solutions in Rust for MLOPs
Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
Running large language models on a single GPU for throughput-oriented scenarios.
FFCV: Fast Forward Computer Vision (and other ML workloads!)
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea…
resources about federated learning and privacy in machine learning
Merlin Models is a collection of deep learning recommender system model reference implementations
[NeurIPS 2022 Oral (Spotlight)] Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification
An open source implementation of CLIP.
This is a collection of our NAS and Vision Transformer work.
Schedule-Free Optimization in PyTorch
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
A collection of resources and papers on Diffusion Models
A curated list of foundation models for vision and language tasks
A book on all things Foundry, available at https://book.getfoundry.sh.
Machine Learning in Finance: From Theory to Practice Book
Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.
Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.
A curated list of software and architecture related design patterns.
Connect to Google Colab VM from your local VSCode
Cross-platform, C implementation of the IETF QUIC protocol, exposed to C, C++, C# and Rust.