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Deploy langgenious/dify, an LLM based app on kubernetes with helm chart
a curated list of 🌌 Azure OpenAI, 🦙Large Language Models, and references with notes.
📖A curated list of Awesome Diffusion Inference Papers with codes, such as Sampling, Caching, Multi-GPUs, etc. 🎉🎉
📖A curated list of Awesome LLM/VLM Inference Papers with codes, such as FlashAttention, PagedAttention, Parallelism, etc. 🎉🎉
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Dockerized Hadoop/Minio/Hive/Presto stack
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced research…
System design patterns for machine learning
State of the Art Natural Language Processing
Models and Pipelines for the Spark NLP library
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Spring Data Example Projects
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
The PyTorch implementation of LightGCN
[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"
Source code accompanying O'Reilly book: Machine Learning Design Patterns
Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020
Kubernetes deployment strategies explained
Hierarchical Recurrent Encoder Decoder for Query Suggestion
Efficient and effective query auto-completion in C++.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
TensorFlow code and pre-trained models for BERT