Travis Addair
tgaddair
CTO @ Predibase, Horovod and Ludwig.AI maintainer
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Uses a Convolutional Neural Network to detect duplicate questions in the public Quora dataset.
Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.
Collective communications library with various primitives for multi-machine training.
An awesome repository of local AI tools
Serving multiple LoRA finetuned LLM as one
Repositories
24Collective communications library with various primitives for multi-machine training.
Train transformer language models with reinforcement learning.
Uses a Convolutional Neural Network to detect duplicate questions in the public Quora dataset.
No description provided.
An awesome repository of local AI tools
No description provided.
FlashInfer: Kernel Library for LLM Serving
Large Language Model Text Generation Inference
RSTT is a software package that improves the accuracy of regional seismic travel time prediction and event location. The software package includes a computerized representation of 3-dimensional seismic wave speed for Earth's crust and shallow mantle (the outer-most 100 to 200 km of the Earth) and algorithms to calculate travel times for waves that are commonly used to locate events. RSTT was designed with real-time monitoring in mind and travel times can be computed on the fly in approximately 1 millisecond.
Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
Serving multiple LoRA finetuned LLM as one
SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
No description provided.
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An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.
Contributed modules to ray
Kubernetes Helm Charts for the ORY ecosystem.
Ludwig's documentation
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
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