3 ms·
If you actually want to conduct some experiment, I'd suggest: * fist iterate on the idea with o3 (best choice) or other big model (Opus 4, Gemini 2.5 Pro, Grok
by killerstorm 1y ago
If you actually want to conduct some experiment, I'd suggest:
* fist iterate on the idea with o3 (best choice) or other big model (Opus 4, Gemini 2.5 Pro, Grok 3) -- ask it whether it was done before, how to improve it, what is the expected outcome, etc. o3 is really smart, it can explain intuition between different choices, etc.
* Python packages are hard. Using virtual environment (venv) is recommended. `uv` is probably the modern way to manage venv, but installing torch with CUDA support via uv is pain, what I found works is:
* `uv pip install torch --torch-backend=cu126` (uv pip uninstall torch)
* lambda.ai provides high-quality environment, but it might lack cheaper GPU options.
* as I mentioned in README, there's no sandboxing, Claude can do pretty much arbitrary stuff...