Published:
TL;DR: This post explains how to handle situations where a model cannot be downloaded from Hugging Face using model_name, often due to the model not being registered. It provides a method to clone the model repository and manually set up the tokenizer.
Published:
TL;DR: Write papers iteratively, focusing on incremental improvements in each version. This approach allows for continuous feedback and reduces the risk of significant rework later on. Good papers are the result of revisions.
Published:
TL;DR: This guide provides a step-by-step approach to setting up a local TeX Live environment and configuring the LaTeX Workshop extension in VSCode for a smooth LaTeX writing experience. It emphasizes offline installation of TeX Live to avoid common online installation issues and offers a tested configuration for VSCode to compile LaTeX projects efficiently.
Published:
TL;DR: This article summarizes Freeman’s CVPR2020 talk on writing good papers, emphasizing clear organization (Introduction, Related Work, Main Idea, Algorithm, Experiments, Discussion), concise writing, reader-focused content, honest tone, and avoiding common reasons for rejection. Prioritize contribution, acknowledge shortcomings, and ensure results are well-supported.
Published:
TL;DR: Research isn’t about innate brilliance but consistent effort and strategic direction. Focus on enjoying your work to foster dedication, and remember to steer your efforts effectively. Simplify problems to understand them deeply, and communicate progress by detailing what you’ve ruled out, not just what’s failing. Develop a “toy model” to build intuition, and cultivate a unique research brand by excelling in specific areas.
Published:
TL;DR: This post records my experience using AcademicPages, including Docker local preview environment configuration, some notes, and some understanding of the Markdown file head.
Published:
TL;DR: Use texcount to quickly count words in LaTeX documents, breaking down counts by text, headers, and captions, and ignoring specified sections.
Published:
TL;DR: Use du -h --max-depth=1 . | sort -hr | head -n 10 to quickly view the top 10 largest directories in the current directory.
Published:
TL;DR: This post explains how to use scp to transfer data between servers, detailing its behavior when copying directories and handling existing files.
Published:
TL;DR: This guide explains how to transfer a conda environment from a server with internet access to one without, using conda-pack to create a portable environment package.
Published:
TL;DR: This document provides a quick guide on using vllm with huggingface models, including setting up environment variables, downloading models, starting the vllm service, and testing the OpenAI API. It also includes commonly used scripts for these tasks.
Published:
TL;DR: This post provides a guide on how to set up and use Hugging Face and Ollama, including environment variable configurations, cache directory changes, and Ollama model management.
Published:
TL;DR: This guide explains how to create a Python package and build it into a .whl (Wheel) file, which is a binary distribution format for Python packages. It includes steps for setting up the package structure, writing the setup.py file, and building the wheel.
Published:
TL;DR: This guide details how to set up Cursor with Ollama for local LLM usage, including installing Chocolatey and ngrok on Windows, configuring Ollama, and integrating it with Cursor. It also covers using the qwen API as an alternative.
Published:
TL;DR: This post explains how to use debugpy to debug Python scripts on a remote server using Visual Studio Code (VSCode). It covers installation, configuration of the VSCode launch settings, and how to connect to the remote script for debugging.
Published:
TL;DR: This post documents the process of setting up a Docker container with Miniconda, troubleshooting common issues like network errors during image pulling, and configuring Docker to use image accelerators. It also covers creating a new container with GPU support, shared memory, and volume mounting, along with steps to activate the environment and run code within the container.
Published:
TL;DR: This post documents my experiences using remote servers, including generating SSH keys, cloning private GitHub repositories, using tmux for background processes, checking disk space, configuring Hugging Face, and speeding up pip installations with mirror sources.
Published:
TL;DR: This article is about how to use mkdocs-material to build a blog. It introduces how to install and configure the mermaid plugin and how to use mathjax to display mathematical formulas.