kimleang ly's repositories
alignment-handbook
Robust recipes to align language models with human and AI preferences
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
Deep-Dive-Into-AI-With-MLX-PyTorch
"Deep Dive into AI with MLX and PyTorch" is an educational initiative designed to help anyone interested in AI, specifically in machine learning and deep learning, using Apple's MLX and Meta's PyTorch frameworks.
intro-to-nlp
Introduction to Natural Language Processing
llama-recipes
Examples and recipes for Llama 2 model
llama
Inference code for LLaMA models
llm-foundry
LLM training code for MosaicML foundation models
SeaLLMs
SeaLLMs - Large Language Models for Southeast Asia
lm-question-generation
Multilingual/multidomain question generation datasets, models, and python library for question generation.
google_trans_new
A free and unlimited python API for google translate.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
language
Shared repository for open-sourced projects from the Google AI Language team.
awesome-khmer-language
A large collection of Khmer language resources. Khmer is a language used by Cambodia.
ParlAI
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
ML-Papers-Explained
Explanation to key concepts in ML
belebele
Repo for the Belebele dataset, a massively multilingual reading comprehension dataset.
zero_to_gpt
Go from no deep learning knowledge to implementing GPT.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
bert-extractive-summarizer
Easy to use extractive text summarization with BERT
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
papers
Some published papers
awesome-text-summarization
A curated list of resources dedicated to text summarization
flores
Facebook Low Resource (FLoRes) MT Benchmark
nlp_course
YSDA course in Natural Language Processing
paperswithcode-client
API Client for paperswithcode.com
PLMpapers
Must-read Papers on pre-trained language models.