Abstract: Large language models (LLMs), pre-trained or fine-tuned on large code corpora, have shown effectiveness in generating code completions. However, in LLM-based code completion, LLMs may ...

This hands-on PoC shows how I got an open-source model running locally in Visual Studio Code, where the setup worked, where it broke down, and what to watch out for if you want to apply a local model ...

Learn how to automate your Git workflow and environment variables into a single, error-proof command that handles the boring ...

Python is now one of the fastest-growing programming languages being used globally and supports machine-learning-based ...

When you're trying to get the best performance out of Python, most developers immediately jump to complex algorithmic fixes, using C extensions, or obsessively running profiling tools. However, one of ...

VS Code 1.111 Autopilot is not just a no-prompts mode. In testing, it handled a blocking question that still stopped Bypass.

Manufact, a Y Combinator startup, raised $6.3 million to build open-source tools and cloud infrastructure for the Model Context Protocol (MCP), the fast-growing standard backed by Anthropic and OpenAI ...

Abstract: The continuous scaling of semiconductor technology has increased the demand for high-performance and efficient integrated circuits. Traditional single-height standard cells face limitations ...

Evaluation allows us to assess how a given model is performing against a set of specific tasks. This is done by running a set of standardized benchmark tests against the model. Running evaluation ...