AI-generated audio is becoming increasingly indistinguishable from human-produced sound. This emerging technology, while impressive, is unfortunately increas...
In the current era of AI-driven applications, the use of language models like GPT and BERT is pervasive. These models are the engines behind tasks ranging fr...
Last week, Twitter open-sourced their algorithm for selecting and ranking the posts in the “For You” timeline. While this is a major step towards transparenc...
ML is becoming integrated into our lives, ranging from what we see on social media to making medical decisions. However, ML models are increasingly being exe...
We’re excited to announce the open-source release of zkml, our framework for producing zero-knowledge proofs of ML model execution. zkml builds on our earlie...
Large language models (LLMs) have become increasingly powerful in their capabilities: they can now pass the Bar, answer clinical questions, and write code. T...
Over the past few years, the use of deepfakes for malicious purposes has exploded. Deepfakes have been used to steal funds from unsuspecting investors and ev...
Machine learning (ML) deployments are becoming increasingly complex as ML increases in its scope and accuracy. Many organizations are now turning to “ML-as-a...
How to install CUDA 10.2, CuDNN 7.6.5, TensorRT 7.0 in the AWS T4 instance.
How to install CUDA 9.2, CuDNN 7.2.1, PyTorch nightly on Google Compute Engine. I expect this to be outdated when PyTorch 1.0 is released (built with CUDA 10...
Dependencies: ``` sudo apt install cmake python-dev python-numpy gcc g++ sudo apt install python3-dev python3-numpy sudo apt install build-essential libgtk2....
How to install CUDA 9.2, CuDNN 7.2.1, PyTorch nightly on Google Compute Engine. I expect this to be outdated when PyTorch 1.0 is released (built with CUDA 10...
Change $MNT_DIR_NAME as desired. export MNT_DIR_NAME="data" sudo mkdir -p /mnt/disks/$MNT_DIR_NAME sudo mkfs.ext4 -m 0 -F -E lazy_itable_init=0,lazy_journal_...
How to install CUDA 9.2, CuDNN 7.2.1, PyTorch nightly on Google Compute Engine. I expect this to be outdated when PyTorch 1.0 is released (built with CUDA 10...
Often times I have to perform a technical task that is very similar to something I’ve done before. This blog is mainly a list of tutorials for my future self...