• How RLHF Preference Model Tuning Works (and How Things May Go Wrong) https://www.assemblyai.com/blog/how-rlhf-preference-model-tuning-works-and-how-things-may-go-wrong/ 9 comments 9/8/2023
• Poisson Flow Generative Models – new image generation model inspired by physics https://www.assemblyai.com/blog/an-introduction-to-poisson-flow-generative-models/ 2 comments 26/10/2022
• How to run Stable Diffusion locally https://www.assemblyai.com/blog/how-to-run-stable-diffusion-locally-to-generate-images/ 2 comments 24/8/2022
• Introduction to Diffusion Models for Machine Learning https://www.assemblyai.com/blog/diffusion-models-for-machine-learning-introduction/ 10 comments 12/5/2022
• How DALL-E 2 Works https://www.assemblyai.com/blog/how-dall-e-2-actually-works/ 178 comments 19/4/2022
• Differentiable Programming – A Simple Introduction https://www.assemblyai.com/blog/differentiable-programming-a-simple-introduction/ 49 comments 12/4/2022
• PyTorch vs. TensorFlow in 2022 https://www.assemblyai.com/blog/pytorch-vs-tensorflow-in-2022/ 118 comments 14/12/2021
• Text Segmentation – Approaches, Datasets, and Evaluation Metrics https://www.assemblyai.com/blog/text-segmentation-approaches-datasets-and-evaluation-metrics/ 3 comments 16/11/2021
• Building an end-to-end Speech Recognition model in PyTorch https://www.assemblyai.com/blog/end-to-end-speech-recognition-pytorch 33 comments 17/4/2020

• PyTorch vs TensorFlow in 2023 https://www.assemblyai.com/blog/pytorch-vs-tensorflow-in-2023/ 2 comments 3/8/2023 learnmachinelearning
• [D] The Full Story of Large Language Models and RLHF https://www.assemblyai.com/blog/the-full-story-of-large-language-models-and-rlhf/ 16 comments 3/5/2023 machinelearning
• How physics advanced Generative AI https://www.assemblyai.com/blog/how-physics-advanced-generative-ai/ 6 comments 19/4/2023 learnmachinelearning
• Large Language Models suddenly gain new abilities that they were not trained to have (in-depth) https://www.assemblyai.com/blog/emergent-abilities-of-large-language-models/ 31 comments 7/3/2023 futurology
• [D] The Emergent Abilities of Large Language Models https://www.assemblyai.com/blog/emergent-abilities-of-large-language-models/ 20 comments 7/3/2023 machinelearning
• Use Python to Build a free Stable Diffusion app (with a GPU backend) https://www.assemblyai.com/blog/build-a-free-stable-diffusion-app-with-a-gpu-backend/ 16 comments 19/1/2023 python
• How ChatGPT actually works https://www.assemblyai.com/blog/how-chatgpt-actually-works/ 4 comments 23/12/2022 languagetechnology
• [D] Stable Diffusion 1 vs 2 - What you need to know https://www.assemblyai.com/blog/stable-diffusion-1-vs-2-what-you-need-to-know/ 21 comments 6/12/2022 machinelearning
• AlphaTensor Explained - Motivation, method, and assessment https://www.assemblyai.com/blog/deepminds-alphatensor-explained/ 3 comments 22/11/2022 learnmachinelearning
• New Deep Learning Method uses Electrodynamics to Generate Images https://www.assemblyai.com/blog/an-introduction-to-poisson-flow-generative-models/ 5 comments 27/10/2022 futurology
• Poisson Flow Generative Models - New physics-inspired image generation model https://www.assemblyai.com/blog/an-introduction-to-poisson-flow-generative-models/ 2 comments 26/10/2022 learnmachinelearning
• [D] Poisson Flow Generative Models - new physics inspired generative model https://www.assemblyai.com/blog/an-introduction-to-poisson-flow-generative-models/ 18 comments 26/10/2022 machinelearning
• How to use OpenAI's Whisper (and some accuracy, runtime, and cost benchmarks) https://www.assemblyai.com/blog/how-to-run-openais-whisper-speech-recognition-model/ 2 comments 22/9/2022 artificial
• [D] Some OpenAI Whisper benchmarks for runtime and cost http://www.assemblyai.com/blog/how-to-run-openais-whisper-speech-recognition-model/#openai-whisper-analysis 35 comments 22/9/2022 machinelearning
• How to use OpenAI's Whisper in Python (and some accuracy, runtime, and cost benchmarks) https://www.assemblyai.com/blog/how-to-run-openais-whisper-speech-recognition-model/ 2 comments 22/9/2022 python
• Stable Diffusion can be run in Colab (text-to-image) https://www.assemblyai.com/blog/how-to-run-stable-diffusion-locally-to-generate-images/ 5 comments 23/8/2022 futurology
• [D] How to Run Stable Diffusion (Locally and in Colab) https://www.assemblyai.com/blog/how-to-run-stable-diffusion-locally-to-generate-images/ 52 comments 23/8/2022 machinelearning
• How to Run Stable Diffusion (Locally and in the Cloud) https://www.assemblyai.com/blog/how-to-run-stable-diffusion-locally-to-generate-images 2 comments 23/8/2022 artificial
• How Imagen Actually Works (Google's Text-to-Image Model) https://www.assemblyai.com/blog/how-imagen-actually-works/ 6 comments 23/6/2022 learnmachinelearning
• [D] How Imagen Actually Works https://www.assemblyai.com/blog/how-imagen-actually-works/ 19 comments 23/6/2022 machinelearning
• [D] Introduction to Diffusion Models https://www.assemblyai.com/blog/diffusion-models-for-machine-learning-introduction/ 43 comments 12/5/2022 machinelearning
• [D] How DALL-E 2 Actually Works! https://www.assemblyai.com/blog/how-dall-e-2-actually-works/ 2 comments 19/4/2022 machinelearning
• How to Build an Audio Transcript App in 10 Minutes with JavaScript https://www.assemblyai.com/blog/javascript-audio-transcript/ 4 comments 12/4/2022 javascript
• Add machine learning to your apps easily with Google's MediaPipe and Python (Beginner's Guide) https://www.assemblyai.com/blog/mediapipe-for-dummies/ 2 comments 7/4/2022 python
• I wrote a beginner's guide to Google's MediaPipe, which allows you to create ML apps easily! https://www.assemblyai.com/blog/mediapipe-for-dummies/ 6 comments 7/4/2022 learnmachinelearning
• Use Python to Transcribe an Audio File in an S3 Bucket in 3 Steps https://www.assemblyai.com/blog/transcribing-audio-files-in-an-s3-bucket-with-assemblyai/ 3 comments 15/3/2022 python
• Introduction to Differentiable Programming https://www.assemblyai.com/blog/differentiable-programming-a-simple-introduction/ 8 comments 8/3/2022 learnmachinelearning
• [D] Should We Be Using JAX in 2022? https://www.assemblyai.com/blog/why-you-should-or-shouldnt-be-using-jax-in-2022/ 148 comments 15/2/2022 machinelearning
• I made a tutorial on how to use Python to create a VAE https://www.assemblyai.com/blog/variational-autoencoders-for-dummies/ 2 comments 11/1/2022 python
• [D] Are you using PyTorch or TensorFlow going into 2022? https://www.assemblyai.com/blog/pytorch-vs-tensorflow-in-2022/ 360 comments 14/12/2021 machinelearning
• Getting started with speech-to-text transcriptions with AssemblyAI, JavaScript and Node.js https://www.assemblyai.com/blog/getting-started-with-speech-to-text-transcriptions-with-assemblyai-javascript-and-node-js 5 comments 6/3/2021 javascript