93 blog posts published by month since the start of 2021. Start from a different year:

Posts year-to-date
18 (37 posts by this month last year.)
Average posts per month since 2021
1.6

Post details (2021 to today)

Title Author Date Word count HN points
Ludwig AutoML for Text Classification Anne Holler May 02, 2022 3543 -
10 Things You Need To Know About LLMs Arnav Garg and Daliana Liu Sep 28, 2023 1795 -
Ludwig v0.8: Open-source Toolkit to Build and Fine-tune Custom LLMs on Your Data Travis Addair and Arnav Garg Aug 09, 2023 3260 -
Announcing the Ludwig 10k Giveaway Competition Alex Sherstinsky Nov 13, 2023 618 -
Product Updates - February 2024 Will Van Eaton and Abhay Malik Feb 13, 2024 338 -
The Complete Guide To Sentiment Analysis with Ludwig — Part II Kanishk Kalra Feb 24, 2021 1589 -
15x Faster Fine-Tuning in Under 15 Days Arnav Garg Jul 02, 2024 1867 -
Serve 100+ Fine-Tuned LLMs with LoRA Exchange on One GPU Travis Addair and Geoffrey Angus Oct 18, 2023 2531 -
Unit Test ML Models in PyTorch for Gradient Updates Jim Thompson Oct 26, 2022 1463 -
The First Reinforcement Fine-Tuning Platform for LLMs Devvret Rishi and Travis Addair Mar 19, 2025 1316 -
Not Your Average VPC: Secure AI in Your Private Cloud with Direct Ingress Noah Yoshida and Michael Ortega Aug 13, 2025 1028 -
Fine-Tune CodeLlama-7B to Generate Python Docstrings Connor McCormick and Arnav Garg Dec 06, 2023 1483 -
Fine-Tuned: January 2024 Predibase Team Jan 28, 2024 897 -
2023 December Newsletter Predibase Team Jan 17, 2024 1033 -
Build an NER Model for Molecular Biology Terms Connor McCormick May 12, 2023 2048 -
How to Run Inference on Ludwig Models Using TorchScript Geoffrey Angus Dec 05, 2022 2087 -
How to Fine-tune And Serve VLMs in Predibase Timothy Wang Jan 07, 2025 1359 -
Introducing Predibase: The enterprise declarative machine learning platform Piero Molino May 11, 2022 1899 -
12 Best Practices for Distilling Small LMs from GPT Justin Zhao and Wael Abid Jan 16, 2024 5092 -
Try 10x Faster Fine-Tuning Abhay Malik Apr 25, 2024 616 -
Boost Tabular Data Predictions with Tree Models in Ludwig 0.6 Daliana Liu and Joppe Geluykens Dec 20, 2022 1525 -
Guide: How to Prevent Overfitting in Machine Learning Models Daliana Liu and Geoffrey Angus Jul 31, 2023 2126 -
Ludwig AI v0.4 — Introducing Declarative MLOps with Ray, Dask, TabNet, and MLflow integrations Piero Molino Jun 14, 2021 2222 -
Real-World LLM Inference Benchmarks: How Predibase Built the Fastest Stack Chloe Leung May 28, 2025 1683 -
How to Fine-tune Mixtral 8x7b with Open-source Ludwig Timothy Wang Dec 19, 2023 1127 -
How DeepSeek-R1 Beats o1 with Reinforcement Learning Will Van Eaton Jan 29, 2025 1410 -
Declarative ML for Fraud Detection and Imbalanced Data Daliana Liu Jun 14, 2023 2175 -
Deep Learning for Topic Classification on Unstructured Text Daliana Liu Mar 14, 2023 2009 -
The 5 Hidden Hurdles of Building AI Infra Michael Ortega Jul 02, 2025 1065 -
Predibase will be joining forces with Rubrik Devvret Rishi Jun 25, 2025 1488 -
Turbo LoRA: 2-3x faster fine-tuned LLM inference Travis Addair and Arnav Garg Aug 02, 2024 3618 -
Train AI to Write GPU Code via Reinforcement Fine-Tuning Arnav Garg, Travis Addair and Will Van Eaton Feb 14, 2025 2055 -
How to Fine-Tune Zephyr-7B for Support Call Analysis Alex Sherstinsky and Magdy Saleh Jan 08, 2024 2719 -
Improving Agent Feedback with Multi-LoRA at Convirza Will Van Eaton Nov 25, 2024 974 -
Fine-Tuned Newsletter: April-May 2024 Will Van Eaton May 21, 2024 551 -
Guide to Reward Functions in Reinforcement Fine-Tuning Joppe Geluykens Apr 09, 2025 2524 -
10 AI Predictions that Will Shape 2023 and Beyond Michael Ortega Jan 24, 2023 1578 -
Maximize Zero-Shot LLM Performance on Tabular Data Timothy Wang and Justin Zhao Aug 15, 2023 2538 -
Ludwig 0.6: Gradient Boosted Models, Config Validation, and Pipelined TorchScript Justin Zhao and Jim Thompson Oct 04, 2022 2796 -
Fine-Tune LLaMA-2 for Code Generation on a Budge Timothy Wang and Devvret Rishi Nov 09, 2023 1419 -
DeepSeek Survey Results: Insights from AI Leaders Will Van Eaton Apr 16, 2025 456 -
Product Updates - September 2024 Will Van Eaton Sep 18, 2024 860 -
How Upstage Built a Highly Accurate SLM for Proofreading Devvret Rishi and Kasey Roh Sep 09, 2024 904 -
How to Deploy LLaMA 4 Models in Your VPC or Cloud Martin Davis and Michael Ortega Apr 14, 2025 1647 -
Fine-Tuned Newsletter: June 2024 Will Van Eaton Jul 02, 2024 774 -
Manage Your LLM Deployments with Command Center Will Van Eaton Mar 29, 2024 661 -
How to Fine-Tune LLaMA-2 on Your Own Data at Scale Arnav Garg Jul 20, 2023 3138 -
How to Deploy and Serve Qwen 3 in Your Private Cloud (VPC) Michael Ortega and Magdy Saleh May 01, 2025 2339 -
Why Reinforcement Learning Beats SFT with Limited Data Travis Addair and Arnav Garg Feb 11, 2025 2995 -
Introducing the Fine-Tuning Index for LLMs Will Van Eaton May 21, 2024 382 -
5 Reasons Why LoRA Adapters are the Future of Fine-tuning Predibase Team Jun 10, 2024 2493 -
How to Efficiently Fine-Tune CodeLlama-70B Instruct Alex Sherstinsky Feb 08, 2024 2247 -
AI and LLM Predictions for 2024 Michael Ortega Jan 29, 2024 2178 -
Fine-Tuned: February-March 2024 Predibase Team Mar 04, 2024 939 -
Ludwig 0.5: Declarative Machine Learning, now on PyTorch Justin Zhao, Jim Thompson and Piero Molino Jun 28, 2022 1707 -
Apple’s GenAI Architecture: Small, Fine-Tuned & LoRA-Based Devvret Rishi Jun 13, 2024 713 -
LoRAX: Open Source LoRA Serving Framework for LLMs Travis Addair, Geoffrey Angus, Magdy Saleh and Wael Abid Nov 16, 2023 1781 -
LoRAX + Outlines: Better JSON Extraction with LoRA Jeffrey Tang and Travis Addair Mar 03, 2024 2285 -
Fine-Tune and Serve Open-Source AI—Faster and Cheaper Abhay Malik Oct 24, 2023 1346 -
LLMs in Production: Key Insights from Our New Report Michael Ortega Aug 23, 2023 1144 -
Optimize LLM Performance with Deployment Health Analytics Will Van Eaton Sep 11, 2024 971 -
How to Use LLMs on Tabular Data with TabLLM Timothy Wang and Justin Zhao Aug 16, 2023 1133 -
Training an Expert Coding Agent with Reinforcement Fine-Tuning Evan Sandler, Ross Favero and Ajinkya Tejankar May 20, 2025 2561 -
Using Multi-Modal ML to Predict Customer Ratings Abhay Malik Jan 31, 2023 2324 -
LLM Serving Guide: How to Build Faster Inference for Open-source Models Michael Ortega May 12, 2025 1794 -
Koble’s Case Study: AI-Driven Startup Investing Connor McCormick and Will Van Eaton Nov 14, 2023 1141 -
Beyond Chat: Real Use Cases for LLMs in Production Joppe Geluykens, Geoffrey Angus and Miheer Patankar Jun 27, 2023 1297 -
Predibase Wrapped: Our greatest hits of 2024 Will Van Eaton Dec 19, 2024 1622 -
Build an SQL Copilot with LLMs and Synthetic Data Alex Sherstinsky and Yev Meyer Jul 11, 2024 2434 -
Build AI Applications Faster with Declarative ML Abhay Malik May 31, 2023 923 -
Fine-Tuned SLMs Help Checkr Optimize Background Checks Vlad Bukhin, Staff ML Engineer at Checkr Oct 03, 2024 1863 -
The First Serverless Solution for Fine-Tuned LLMs Abhay Malik Feb 13, 2024 830 -
Next-Gen Inference Engine for Fine-Tuned SLMs Will Van Eaton Oct 15, 2024 2475 -
Fine-Tuned Newsletter: March 2024 Predibase Team Mar 31, 2024 688 -
Personalizing Trading with Deep Learning on Snowflake Joppe Geluykens and Michael Ortega Jan 20, 2024 1395 -
Self-Distilling DeepSeek-R1 with Turbo Speculation - 2x Inference Ajinkya Tejankar and Will Van Eaton Feb 19, 2025 1887 -
Ludwig v0.7: Fine-tuning Pretrained Image and Text Models 50x Faster and Easier Travis Addair Feb 27, 2023 2080 -
The Complete Guide to Sentiment Analysis with Ludwig —Part I Kanishk Kalra Feb 24, 2021 2384 -
Build an SLM That Outperforms GPT-4o with Synthetic Data Chloe Leung Oct 30, 2024 2900 -
LoRA Land: Open-Source LLMs That Beat GPT-4 Timothy Wang, Justin Zhao and Will Van Eaton Feb 20, 2024 1821 -
The Future of AI is Specialized Devvret Rishi and Piero Molino Dec 15, 2023 1691 -
How to Efficiently Fine-Tune Gemma-7B with Open-Source Ludwig Alex Sherstinsky Feb 23, 2024 787 -
7 Things to Know About Fine-Tuning LLMs Geoffrey Angus Feb 22, 2024 3475 -
DeepSeek Deployment Guide for VPC and SaaS Clouds Will Van Eaton Jan 31, 2025 1505 -
How Declarative ML Is Transforming Data Science Kevin Petrie Oct 18, 2022 1592 -
Solar LLM: Fine-Tuned Performance That Beats GPT-4 Arnav Garg, Junyeop Lee, Lucy Park, Kasey Roh and Will Van Eaton Jun 17, 2024 1142 -
Agentic AI at Scale: Marsh McLennan Saves 1M+ Hours Will Van Eaton Mar 12, 2025 1042 -
How to Fine-Tune LLaMA-70B for JSON Generation Geoffrey Angus, Wael Abid and Timothy Wang Dec 07, 2023 1400 -
Ludwig AutoML for Deep Learning Anne Holler Feb 14, 2022 2436 -
Product Updates - March 2024 Will Van Eaton Mar 29, 2024 459 -
Fine-Tune Mistral 7B on a Single GPU with Ludwig Alex Sherstinsky and Arnav Garg Oct 06, 2023 6332 -
How to Fine-Tune LLaMA 3 for Customer Support Tasks Chloe Leung Apr 30, 2024 1925 -
Ludwig 10k Stars LLM Fine-tuning Hackathon Winners Alex Sherstinsky and Michael Ortega Feb 01, 2024 1297 -