Fan Yang's starred repositories

unsloth

Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

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Triton-Puzzles

Puzzles for learning Triton

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LLM101n

LLM101n: Let's build a Storyteller

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nn-zero-to-hero

Neural Networks: Zero to Hero

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cs-self-learning

计算机自学指南

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llm-python

Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone

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ollama

Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.

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scrapWikiArt

This repository contains two scrapers for wikiart.org. One fetches information and images about artworks and other about artists.

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Code-Package-Processing-3.x

Code package of the book Generative Design for Processing 3.x

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ml-design-patterns

Software Architecture for ML engineers

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c2.js

JavaScript library for creative coding

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p5.brush

Unlock custom brushes, natural fill effects and intuitive hatching in p5.js

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CanvasFun

:heart: Creative Coding Projects

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genuary2022

Daily creative coding sketches for Genuary 2022

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genuary2024

Daily creative coding sketches for Genuary 2024

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genuary2023

Daily creative coding sketches for Genuary 2023

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Generative-Design-Systems-with-P5js

Code to accompany a series of videos.

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lectures

Lectures used in my pedagogy

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LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

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ControlNet

Let us control diffusion models!

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Color-diffusion

A diffusion model to colorize black and white images

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NLPer-Interview

该仓库主要记录 NLP 算法工程师相关的面试题

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awesome-out-of-distribution-detection

Paper of out of distribution detection and generalization

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sonnet

TensorFlow-based neural network library

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BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

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xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

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developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

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hh-rlhf

Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"

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langchain

🦜🔗 Build context-aware reasoning applications

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