21m1n

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Mr.-Ranedeer-AI-Tutor

A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

flash-attention

Fast and memory-efficient exact attention

mac-precision-touchpad

Windows Precision Touchpad Driver Implementation for Apple MacBook / Magic Trackpad

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

llama-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

metaseq

Repo for external large-scale work

LeetCode-Py

⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，850+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。

sqlcoder

SoTA LLM for converting natural language questions to SQL queries

examples

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

state-of-open-source-ai

:closed_book: Clarity in the current fast-paced mess of Open Source innovation

LLMs_interview_notes

该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题

Awesome-Code-LLM

A curated list of language modeling researches for code and related datasets.

awesome-metaverse

Useful resources for creating Meta-verse

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

gpu-jupyter

GPU-Jupyter: Leverage the flexibility of Jupyterlab through the power of your NVIDIA GPU to run your code from Tensorflow and Pytorch in collaborative notebooks on the GPU.

JointBERT

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

LLM-Finetuning-Hub

Repository that contains LLM fine-tuning and deployment scripts along with our research findings.

BERT4doc-Classification

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

transformers

dreamGPT

Leverage hallucinations from Large Language Models (LLMs) for novelty-driven explorations.

awesome-semantic-search

A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.

BitFit

Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models

DataScience

BERT-NER-TF2