Clay's starred repositories

outlines

Structured Text Generation

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unsloth

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

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Kangaroo

Implementation of Kangaroo: Lossless Self-Speculative Decoding via Double Early Exiting

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grok-1

Grok open release

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LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

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chinese_keybert

A minimal chinese keywords extraction with BERT

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HME100K

Handwritten mathematical expression dataset

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FlagEmbedding

Retrieval and Retrieval-augmented LLMs

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mamba

Mamba SSM architecture

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qlora

QLoRA: Efficient Finetuning of Quantized LLMs

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llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

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Prompt-Engineering-Guide

๐Ÿ™ Guides, papers, lecture, notebooks and resources for prompt engineering

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MobileSAM

This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!

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FastSAM

Fast Segment Anything

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IOPaint

Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

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ControlNet

Let us control diffusion models!

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ColossalAI

Making large AI models cheaper, faster and more accessible

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langchain

๐Ÿฆœ๐Ÿ”— Build context-aware reasoning applications

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video2x

A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.

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DownGit

Create GitHub Resource Download Link

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igdb-api-python

Python wrapper for IGDB API version 4

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Scroll-Reverser

Per-device scrolling prefs on macOS.

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flutter_alarm_clock

Flutter app for clock and alarm

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table_calendar

Highly customizable, feature-packed calendar widget for Flutter

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transformers

๐Ÿค— Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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gkeepapi

An unofficial client for the Google Keep API.

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flutter

Flutter makes it easy and fast to build beautiful apps for mobile and beyond

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clip-as-service

๐Ÿ„ Scalable embedding, reasoning, ranking for images and sentences with CLIP

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