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Local AI Coding and Fine-Tuning
Explore practical methods for fine‑tuning and running local AI models to generate code, apply edits, and adapt them to specific codebases.
The world of AI assisted coding is moving at a blazing fast speed. There are numerous products and models which excel at various different aspects of the coding experience.
We will go from copilot based code generation, to using AI to convert your prompt to edits in the codebase and possible ideas to fine-tune on a codebase and make LLMs understand a new codebase.
The rise of open source models has also made it possible for anyone to run their own local copilot, these models can be coached to fit your own usecase quite easily when prompted and fine-tuned for your usecase.
Aide: a re-imagined editor bridging human and AI collaborative programming.