- Learn Git. Git is a great versioning tool, even when working alone. It's also essential when working in a team. Don't make excuses that you only do DL and can't do software development. π Don't create files like: main_backup_1.py main_backup_2.py main_backup_3.py anymore... (It sounds ridiculous, but I've actually seen some people do that... weren't students.)
- Try to keep everything stable. Imagine encountering errors during a demo. Keep the code clean so it runs smoothly and is maintainable. Always minimize DevOps steps to ensure quick reboot (this can be covered by some platforms; thanks to Hugging Face for making it easy and providing a basic infrastructure that most people can access almost for free). π€€
I am building a control panel that converts the Markdown format of spec-kit specification document into a visual kanban board https://specboard.vercel.app/
Total context = user message + system instruction (system prompt) + tools, MCP instruction + subagent instruction + skill instruction. Can you control your input token?
Today, we announce Mistral 3, the next generation of Mistral models. Mistral 3 includes three state-of-the-art small, dense models (14B, 8B, and 3B) and Mistral Large 3 β our most capable model to date β a sparse mixture-of-experts trained with 41B active and 675B total parameters.
All models are released under the Apache 2.0 license.