Published inMemory Leak·PinnedFoundational Model Orchestration (FOMO) — A PrimerVC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. There are two approaches to building Machine Learning (ML) applications. Traditionally, data scientists and ML engineers trained or fine-tuned ML models they deployed to production as a notebook or API. Recently a…Machine Learning5 min readMachine Learning5 min read
Published inMemory Leak·PinnedReverse ETL — A PrimerData infrastructure has gone through an incredible evolution over the past three years. We have moved from Extract, Transform, Load (ETL) to ELT, where raw data is copied from the source system loaded into a data warehouse or data lake and then transformed. Now teams are adopting yet another…Data5 min readData5 min read
Published inMemory Leak·PinnedThe JAMstack: It’s Pretty SweetThe JAMstack represents a major trend in web development. Coined by Mathias Biilmann, the CEO of Netlify, the JAMstack is “a modern web development architecture based on client-side JavaScript, reusable APIs, and prebuilt Markup.” The JAMstack offers an alternative to the LAMP and MEAN stacks and has some advantages like…JavaScript6 min readJavaScript6 min read
Published inMemory Leak·PinnedData Orchestration — A PrimerData scientists and data engineers are responsible for authoring data pipelines and workflows. Historically individuals wrote cron jobs to orchestrate data but today there are data orchestration frameworks that allow them to programmatically author, schedule, and monitor data pipelines. …Data5 min readData5 min read
Published inMemory Leak·PinnedData Pipelining — A PrimerData pipelining is the act of moving data from one location to another and is one of the most critical operations in data infrastructure. Data pipelines are a superset of Extract, Transform, Load (ETL) and modern ELT. Additional data pipeline technologies include reverse ETL and integration and workflow automation…Data4 min readData4 min read
Published inMemory Leak·2 days agoMemory Leak — #24VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. 🚀 Products Goat Goat is a fine-tuned LLaMA model that significantly outperforms GPT-4 on a range of arithmetic tasks. Fine-tuned on a synthetically generated dataset, Goat achieves state-of-the-art performance on BIG-bench arithmetic sub-task. In…Artificial Intelligence4 min readArtificial Intelligence4 min read
Published inMemory Leak·May 5Memory Leak — #23VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. 🚀 Products Hugging Face and ServiceNow Release a Free Code-Generating Model AI startup Hugging Face and ServiceNow Research, ServiceNow’s R&D division, released StarCoder, a free alternative to code-generating AI systems along the lines of…Artificial Intelligence4 min readArtificial Intelligence4 min read
Published inMemory Leak·May 4Our Investment in Openlayer — The ML Debugging WorkspaceVC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. By Astasia Myers and Matthew Humphrey ML is on the rise, and there are thousands of models available to try. Data scientists pick a model from Hugging Face or Github, and finetune…Artificial Intelligence3 min readArtificial Intelligence3 min read
Published inMemory Leak·Apr 29Memory Leak — #22VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here 🚀 Products ElevenLabs’ Eleven Multilingual V1: New Speech Synthesis Model Eleven Multilingual v1, an advanced speech synthesis model, now supports seven new languages: French, German, Hindi, Italian, Polish, Portuguese, and Spanish. Users can now…Artificial Intelligence4 min readArtificial Intelligence4 min read
Published inMemory Leak·Apr 7Memory Leak — #21VC Astasia Myers’ perspectives on machine learning, cloud infrastructure, developer tools, open source, and security. Sign up here. 🚀 Products Tailscale Funnel Tailscale Funnel, a tool that lets you share a web server on your private tailnet with the public internet, is now available as a beta feature. …Artificial Intelligence3 min readArtificial Intelligence3 min read
