A guideline to keep your machine learning pipeline as simple as possible. — Spark is great if you have a big volume of data that you want to process. Spark and Pyspark (the Python API for interacting with Spark) are key tools on a data engineer’s toolbelt. And for a good reason: “No matter how big your data grows, you will still be…

Here is a list of models that you can use for commercial usage on your own infrastructure. — OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5 Based on a Pythia 12B that was fine-tuned on human demonstrations of assistant conversations collected through the https://open-assistant.io/ human feedback web app before March 25, 2023. License: Apache-2.0 Huggingface: https://huggingface.co/OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5

Go to the huggingface space: https://huggingface.co/spaces/NeuralInternet/BabyAGI

Setup is complicated, process looks more advanced than the competitors. Too bad it errors trying to browse Google Chrome. — You have to follow the instructions to install AutoGPT: https://significant-gravitas.github.io/Auto-GPT/setup/ You need to have Docker installed! Pull the image (base) ➜ ~ docker pull significantgravitas/auto-gpt:0.2.2 0.2.2: Pulling from significantgravitas/auto-gpt 26c5c85e47da: Pull complete 9e79879be9c7: Pull complete 9ad47fcd2c0c: Pull complete 9da6498f32c0: Pull complete 756350766a45: Pull complete 5009a6bc4df3: Pull complete 4a388450a885: Pull complete 7d91b4fff720: Pull complete 49d48f623a07: Pull complete 48867b3630fb: Pull complete 4f4fb700ef54: Pull…

Using AgentGPT to prompt ChatGPT 3.5 to ask… —

How the influence of art historians on Game of Thrones led me to build a deep learning search engine for paintings. — It’s not only the sex, blood, and violence that make Game of Thrones enjoyable. It has an engaging plot, complex characters, and high-quality production values. …

Follow this step-by-step guide to get immediate insight into your classifier performance and be notified when it drops. — The moment you deliver predictions to your customers you want to know how your model behaves. No need to wait for true/false positives/negatives, by calculating the classification rate you can get performance insights of your model right away! This article focuses on how to combine AWS services to calculate the…

Keep an eye on all your data and ML pipelines over different AWS accounts, over different regions, right from the terminal. — Stepfunctions is a serverless workflow orchestrator. It’s a popular tool for automating the execution of data and ML pipelines on AWS. Do you have some production workloads running via AWS Stepfunctions? Then you want to keep an eye on all your executions and take action when something goes wrong. The…

A golden badge strengthens your profile reputation since they are hard to achieve. This article will show you how I built an auto-login bot on AWS that resulted in a precious golden badge. — StackOverflow is the place to get answers to your hard sought-after technical questions. Commonly, others on the platform have asked and answered your question. If this is the case, you do a happy dance, upvote the answer and the question, copy/paste the answer, and continue to the next issue.