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News & links about Python programming.
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llama3

This release includes model weights and starting code for pre-trained and instruction tuned Llama 3 language models — including sizes of 8B to 70B parameters.

https://github.com/meta-llama/llama3
PyTorch 2.3

PyTorch 2.3 offers support for user-defined Triton kernels in torch.compile, allowing for users to migrate their own Triton kernels from eager without experiencing performance regressions or graph breaks. Tensor Parallelism improves the experience for training Large Language Models using native PyTorch functions, which has been validated on training runs for 100B parameter models. As wel...

https://pytorch.org/blog/pytorch2-3/
Run Llama 3 locally using Ollama and LlamaEdge

Meta has unveiled Llama3, and now you can run it locally using Ollama. In this video, I explain how to use Ollama to operate various language models, specifically focusing on Llama2 and Llama3. I'll also guide you through the WebUI for the project, demonstrating how to serve models with Ollama and interact with them using Python.

https://www.youtube.com/watch?v=wPuoMaD_SnY
Ask HN: Python Metrics Library

https://news.ycombinator.com/item?id=40104427
Build a Connect Four game with HTMX and Django in 8 minutes

By the end, you'll have built a multiplayer game using HTMX, using neat server-side logic and storing all results in your database. HTMX is a great way to use javascript without writing javascript.

https://www.photondesigner.com/articles/connect4-htmx