kastanday Goto Github PK

aceretro

Asynchronous chemoenzymatic retrosynthesis

ai-devs-only

ai-ta-frontend

Chat with your documents. Upload anything, get answers.

ar_marker_detection

Work on AR marker detection using ArUco and ROS

awesome-quantified-self

:bar_chart: Websites, Resources, Devices, Wearables, Applications, and Platforms for Self Tracking

captionbot

Get captions for image using Microsoft's CaptionBot

cheese

Used for adaptive human in the loop evaluation of language and embedding models.

clowder

A data management system that allows users to share, annotate, organize and analyze large collections of datasets. It provides support for extensible metadata annotation using JSON-LD and a distribute analytics event bus for automatic curation of uploaded data.

colossalai-examples

Examples of training models with hybrid parallelism using ColossalAI

colossalai-quantized

Colossal-AI: A Unified Deep Learning System for Big Model Era

dataexplorations

faster_openpsg

Benchmarking Panoptic Scene Graph Generation (PSG), ECCV'22

fastest-filesystem-and-databse-for-multimodal-ml

With fast GPUs and networking, file servers become the bottleneck, especially for multi-modal ML where small image and audio files wrecks havoc on traditional filesystems like Lustre, exa6, GPFS, Ceph, and even Hadoop (HDFS).

fnc-1

idefics-9b-instruct-8bit

im2txt_demo

im2txt + pretrained models + docker = easy tryout

infogan

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

infogan_backup

Backup of InfoGAN research so far

kastanday.github.io

Experimental website

langchain-improved-agents

⚡ Building applications with LLMs through composability ⚡

leerob.io

✨ My portfolio built with Next.js, Tailwind, Prisma, and Vercel.

lhotse_faster_whisper

Tools for handling speech data in machine learning projects.

llm-distributed-quantization

Accelerating multi-node Large Language Model training with per-layer selective quantization (FP32 -> FP16) of the transformer architecture.

llm-serving

Serve LLMs on NCSA hardware

llm-serving-frontend

Frontend GUI for LLM Serving at NCSA

maple-ngc

Running MAPLE code in a Nvidia NGC Singularity/Apptainer container for HPC.

ml4bio

LLMs to execute Bioinformatics workflows, esp. RNA-seq

ml4bio-v2

LLMs to execute Bioinformatics workflows, esp. RNA-seq

models

Models and examples built with TensorFlow

ngc_utilities

Nice starting points for using Nvidia NGC images on Ubunut (just install a Nvidia the right Nvidia utilities firstt)