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73 results for source starred repositories
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[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

1,366 160 Updated Dec 16, 2024

Byte-sized summaries or questions-and-answers, including math and code snippets for ML/DL/CV/NLP/GenAI/LLM interview preparation.

1 Updated Sep 21, 2024

Data structures & algorithms cheat sheet

Python 701 107 Updated Aug 12, 2024

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤

Python 872 46 Updated Aug 2, 2024

Awesome-LLM: a curated list of Large Language Model

19,642 1,622 Updated Dec 26, 2024

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

67,124 7,038 Updated Aug 16, 2024

A collection of design patterns/idioms in Python

Python 40,686 6,949 Updated Sep 5, 2024

Inference code for CodeLlama models

Python 16,121 1,878 Updated Aug 12, 2024

This repository contains all the DSA problems that I have solved.

C++ 44 10 Updated May 27, 2023

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: …

Python 36,974 3,604 Updated Dec 23, 2024

Inference Llama 2 in one file of pure C

C 17,641 2,110 Updated Aug 6, 2024

Microsoft REST API Guidelines

22,858 2,711 Updated Dec 13, 2024

QLoRA: Efficient Finetuning of Quantized LLMs

Jupyter Notebook 10,133 826 Updated Jun 10, 2024

LLM training code for Databricks foundation models

Python 4,090 534 Updated Dec 24, 2024

Code and documentation to train Stanford's Alpaca models, and generate the data.

Python 29,689 4,054 Updated Jul 17, 2024

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

Python 15,247 2,631 Updated Dec 18, 2024

A playbook for systematically maximizing the performance of deep learning models.

27,653 2,288 Updated Jun 18, 2024

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Python 4,550 472 Updated Jan 8, 2024

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

Python 7,736 671 Updated Dec 24, 2024

git extension for {collaborative, communal, continual} model development

Python 206 9 Updated Nov 14, 2024
Jupyter Notebook 397 25 Updated Oct 18, 2024

🎢 Creating and sharing simulation environments for embodied and synthetic data research

Python 190 13 Updated Oct 19, 2023

A framework for the evaluation of autoregressive code generation language models.

Python 852 223 Updated Oct 31, 2024

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

Python 2,902 594 Updated Jul 19, 2024

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

Python 571 72 Updated Apr 24, 2023

Google Research

Jupyter Notebook 34,567 7,965 Updated Dec 23, 2024
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