Whole-Program Optimization, ML Compiler, Defunctionalization, Performance

How LLM Inference Works
arpitbhayani.meΒ·1d
πŸš€Tokenizer Performance
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September 2024 Progress in Guaranteed Safe AI
lesswrong.comΒ·2d
πŸ—ΊοΈRegion Inference
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Unlocking the Impossibly Optimized: Enter the 'Hyper-Optimizer' by Arvind Sundararajan
dev.toΒ·1dΒ·
Discuss: DEV
⚑Supercompilation
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Show HN: Mamba2-Jax; Mamba2 implemented in pure Jax/Flax
github.comΒ·16hΒ·
Discuss: Hacker News
πŸ—ΊοΈRegion Inference
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An overview of memory management in Go (2021)
medium.comΒ·12hΒ·
Discuss: Hacker News
πŸ“šStack Data Structures
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The Easiest Way to Build a Type Checker
jimmyhmiller.comΒ·11hΒ·
Discuss: Hacker News
βœ…Type Checking
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Transformer Efficiency Hacks: Leverage the Power of Position
dev.toΒ·10hΒ·
Discuss: DEV
πŸ”„Binary Translation
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Automatic Syntax Error Recovery (2020)
tratt.netΒ·19hΒ·
Discuss: Lobsters
πŸ”§Error Recovery
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Learning AI From Scratch: Streaming Output, the Secret Sauce Behind Real-Time LLMs
dev.toΒ·5hΒ·
Discuss: DEV
🌊Streaming Lexers
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Understanding LLMs as Pattern Machines, Not Thinking Partners
practicalsecurity.substack.comΒ·19hΒ·
Discuss: Substack
🎭Program Synthesis
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Discovering physical laws with parallel symbolic enumeration
nature.comΒ·1d
πŸ”ML Language
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Concept-Based Generic Programming -- Bjarne Stroustrup
isocpp.orgΒ·8h
πŸ—‚οΈType Indexing
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The Engineering Guide to Efficient LLM Inference: Metrics, Memory, and Mathematics
pub.towardsai.netΒ·2d
πŸ—ΊοΈRegion Inference
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Modern X86 Assembly Language Programming β€’ Daniel Kusswurm & Matt Godbolt β€’ GOTO 2025
youtube.comΒ·2d
πŸ”§Assembly DSLs
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Automated High-Throughput Functional Protein Screening via Graph-Neural Network Enhanced Microfluidics
dev.toΒ·2hΒ·
Discuss: DEV
πŸ“‹JSON Parsing
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Empowering Multi-Turn Tool-Integrated Reasoning with Group Turn Policy Optimization
arxiv.orgΒ·3d
πŸͺœRecursive Descent
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Show HN: Makefiles, Metalanguages, and Matrioshka Automata
robot-wranglers.github.ioΒ·1dΒ·
Discuss: Hacker News
πŸ”„Bootstrapping
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