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๐Ÿน Latest

Python Hub Weekly Digest for 2024-06-16

llm-regression
Exploring the classical regression capabilities of LLMs.

Vista
A Generalizable World Model for Autonomous Driving.

Letโ€™s optimize! Running 15ร— faster with a situation-specific algorithm
Sometimes the best way to speed up your algorithm is to adjust it to the specifics of your data.

awesome-llm-apps
Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.


๐Ÿ’– Most Popular in the Last Two Weeks

Python notebooks for fundamentals of music processing

awesome-llm-apps
Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.

Elia
A snappy, keyboard-centric terminal user interface for interacting with large language models. Chat with ChatGPT, Claude, Llama 3, Phi 3, Mistral, Gemma and more.

Statically Typed Functional Programming with Python 3.12
The article demonstrates how to use Python 3.12's new type alias and union type syntax to define a simple expression-based language with dataclasses, and then implements an evaluator function using pattern matching to evaluate expressions in that language.

Don't worry about LLMs
The post argues that while large language models (LLMs) are receiving a lot of hype, the engineering systems built around them are similar to previous machine learning systems. It advises practitioners to cut through the hype and treat LLMs as regular engineering and ML problems.


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