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Educational Single-file compiler in C++23 with less than 1000 lines of code, leveraging the power of LLVM!
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
Elkar - Task management for AI Agents, ready for Agent2Agent (A2A) protocol
Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.
This is a beginner-friendly tutorial on MLIR from the perspective of a user of MLIR, not a compiler engineer. This tutorial will introduce why MLIR exists and how it is used to compile code at diff…
GPU programming related news and material links
The missing pieces (as far as boilerplate reduction goes) of the upstream MLIR python bindings.
Understanding Deep Learning - Simon J.D. Prince
Implementation of Karpathy's micrograd in Mojo 🔥
Unified compiler/runtime for interfacing with PyTorch Dynamo.
A curated list of awesome Mojo 🔥 frameworks, libraries, software and resources
A multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch.
A deep dive into embeddings starting from fundamentals
A listing of compiler, language and runtime teams for people looking for jobs in this area
Tensors and Dynamic neural networks in Python with strong GPU acceleration
A list of awesome compiler projects and papers for tensor computation and deep learning.
🎓 Sharing machine learning course / lecture notes.
Cool extensions built for the nbdev framework
A lightweight LLVM python binding for writing JIT compilers
A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
A collection of libraries to optimise AI model performances
Public slides and assignments for CSCI-UA.04900: Special Topics in Programming Languages
Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.