⚙️ Compilers - ghosh.debasish · Scour

From $200 to $30: Five Layers of LLM Cost Optimization 🧠LLMs

blog.dwornikowski.com·6d·Hacker News

FlowBot: Inducing LLM Workflows with Bilevel Optimization and Textual Gradients 🧠LLMs

Large Language Models for Multilingual Code Intelligence: A Survey 🧠LLMs

rcarmo/go-joker: A personal twist on the original Clojure interpreter and linter, slightly mad, Go-ing places 🖥️Systems Programming

github.com·17h·Hacker News

RAG-Enhanced Kernel-Based Heuristic Synthesis (RKHS): A Structured Methodology Using Large Language Models for Hardware Design 🔨Program Synthesis

Arm C1-Ultra Scheduling Model Merged For LLVM/Clang 23 🖥️Systems Programming

phoronix.com·6d

Leveraging LLMs for Multi-File DSL Code Generation: An Industrial Case Study 🧠LLMs

LukeSchoen/CPrime: Fast C compiler with essential C++ features like constructors, class-templates, overloads, etc 🖥️Systems Programming

github.com·15h·r/cpp

Practical Insights into Fair Comparison and Evaluation Frame for Neutral-Atom Compilers 🔤PLT

MEMCoder: Multi-dimensional Evolving Memory for Private-Library-Oriented Code Generation 🖥️Systems Programming

CoRE: A Fine-Grained Code Reasoning Benchmark Beyond Output Prediction 🖥️Systems Programming

Defective Task Descriptions in LLM-Based Code Generation: Detection and Analysis 🧠LLMs

Assessing the Impact of Requirement Ambiguity on LLM-based Function-Level Code Generation 🔤PLT

warheart1984-ctrl/ul-language-vm: A minimal custom language runtime featuring a tokenizer, parser, bytecode compiler, and virtual machine. Designed for deterministic execution and as a foundational component of the AAIS architecture. 🔤PLT

github.com·1d·r/Python

When Prompt Under-Specification Improves Code Correctness: An Exploratory Study of Prompt Wording and Structure Effects on LLM-Based Code Generation 🔤PLT

Feedback Over Form: Why Execution Feedback Matters More Than Pipeline Topology in 1-3B Code Generation 🔤PLT

No Test Cases, No Problem: Distillation-Driven Code Generation for Scientific Workflows 🧪Property-based Testing

Benchmarking Testing in Automated Theorem Proving 📐Theorem Proving

DryRUN: On the Role of Public Tests in LLM-Driven Code Generation 🔤PLT

StratCraftsAI/NexusFix: A zero-alloc, compile-time hardened FIX engine built for sub-100ns execution. 🖥️Systems Programming

github.com·2d·DEV

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