Duong A. Nguyen (duongna21)

duongna21

Geek Repo

Company:VietAI

Location:Hanoi

Home Page:https://duongna21.github.io/

Twitter:@duongna21

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Duong A. Nguyen's starred repositories

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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Mr.-Ranedeer-AI-Tutor

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

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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llama2.c

Inference Llama 2 in one file of pure C

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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whisperX

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

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AnimateDiff

Official implementation of AnimateDiff.

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qlora

QLoRA: Efficient Finetuning of Quantized LLMs

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Voyager

An Open-Ended Embodied Agent with Large Language Models

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multidiffusion-upscaler-for-automatic1111

Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0

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ECCV2022-RIFE

ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Interpolation

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uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

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score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

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maxtext

A simple, performant and scalable Jax LLM!

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tensorstore

Library for reading and writing large multi-dimensional arrays.

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SD-CN-Animation

This script allows to automate video stylization task using StableDiffusion and ControlNet.

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seqio

Task-based datasets, preprocessing, and evaluation for sequence models.

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tpu-starter

Everything you want to know about Google Cloud TPU

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levanter

Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax

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Sophia

Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.

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fondant

Production-ready data processing made easy and shareable

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orbax

Orbax provides common utility libraries for JAX users.

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jmp

JMP is a Mixed Precision library for JAX.

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