Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. OpenAI - ChatGPT 5.5 Thinking, GPT 5.5 Instant, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravit…

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

A simple Langchain RAG application.

Slides to accompany Forecasting: Principles and Practice, 3rd edition

Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN

A week SQL challenge series to help you gain skills and confidience with SQL

Modern Time Series Forecasting with Python, published by Packt

Fast & more realistic evaluation of chat language models. Includes leaderboard.

A community-maintained Python framework for creating mathematical animations.

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Scalable and user friendly neural 🧠 forecasting algorithms.

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. Tensor…

Run Mixtral-8x7B models in Colab or consumer desktops

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

Machine Learning for Imbalanced Data, published by Packt

Implementation of "ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs"

Go ahead and axolotl questions

Transformer related optimization, including BERT, GPT

f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

🏅 Collection of Kaggle Solutions and Ideas 🏅

Machine Learning Engineering Open Book

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

Get up and running with Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

Implementation of the first paper on word2vec

LLM Finetuning with peft

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

Examples and guides for using the OpenAI API