Predibase Blog - Plushcap

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predibase.com/blog

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0 ↓ vs 6 last year

Avg Posts/Month

1.5 since 2022

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Title	Author	Published	Words	HN Pts
Ludwig AutoML for Text Classification	Anne Holler	2022-05-02	3,543	--
10 Things You Need To Know About LLMs	Arnav Garg and Daliana Liu	2023-09-28	1,795	--
Ludwig v0.8: Open-source Toolkit to Build and Fine-tune Custom LLMs on Your …	Travis Addair and Arnav Garg	2023-08-09	3,260	--
Announcing the Ludwig 10k Giveaway Competition	Alex Sherstinsky	2023-11-13	618	--
Product Updates - February 2024	Will Van Eaton and Abhay Malik	2024-02-13	338	--
15x Faster Fine-Tuning in Under 15 Days	Arnav Garg	2024-07-02	1,867	--
Serve 100+ Fine-Tuned LLMs with LoRA Exchange on One GPU	Travis Addair and Geoffrey Angus	2023-10-18	2,531	--
Unit Test ML Models in PyTorch for Gradient Updates	Jim Thompson	2022-10-26	1,463	--
The First Reinforcement Fine-Tuning Platform for LLMs	Devvret Rishi and Travis Addair	2025-03-19	1,316	--
Not Your Average VPC: Secure AI in Your Private Cloud with Direct …	Noah Yoshida and Michael Ortega	2025-08-13	1,028	--
Fine-Tune CodeLlama-7B to Generate Python Docstrings	Connor McCormick and Arnav Garg	2023-12-06	1,483	--
Fine-Tuned: January 2024	Predibase Team	2024-01-28	897	--
2023 December Newsletter	Predibase Team	2024-01-17	1,033	--
Build an NER Model for Molecular Biology Terms	Connor McCormick	2023-05-12	2,048	--
How to Run Inference on Ludwig Models Using TorchScript	Geoffrey Angus	2022-12-05	2,087	--
How to Fine-tune And Serve VLMs in Predibase	Timothy Wang	2025-01-07	1,359	--
Introducing Predibase: The enterprise declarative machine learning platform	Piero Molino	2022-05-11	1,899	--
12 Best Practices for Distilling Small LMs from GPT	Justin Zhao and Wael Abid	2024-01-16	5,092	--
Try 10x Faster Fine-Tuning	Abhay Malik	2024-04-25	616	--
Boost Tabular Data Predictions with Tree Models in Ludwig 0.6	Daliana Liu and Joppe Geluykens	2022-12-20	1,525	--
Guide: How to Prevent Overfitting in Machine Learning Models	Daliana Liu and Geoffrey Angus	2023-07-31	2,126	--
Real-World LLM Inference Benchmarks: How Predibase Built the Fastest Stack	Chloe Leung	2025-05-28	1,683	--
How to Fine-tune Mixtral 8x7b with Open-source Ludwig	Timothy Wang	2023-12-19	1,127	--
How DeepSeek-R1 Beats o1 with Reinforcement Learning	Will Van Eaton	2025-01-29	1,410	--
Declarative ML for Fraud Detection and Imbalanced Data	Daliana Liu	2023-06-14	2,175	--
Deep Learning for Topic Classification on Unstructured Text	Daliana Liu	2023-03-14	2,009	--
The 5 Hidden Hurdles of Building AI Infra	Michael Ortega	2025-07-02	1,065	--
Predibase will be joining forces with Rubrik	Devvret Rishi	2025-06-25	1,488	--
Turbo LoRA: 2-3x faster fine-tuned LLM inference	Travis Addair and Arnav Garg	2024-08-02	3,618	--
Train AI to Write GPU Code via Reinforcement Fine-Tuning	Arnav Garg, Travis Addair and Will Van Eaton	2025-02-14	2,055	--
How to Fine-Tune Zephyr-7B for Support Call Analysis	Alex Sherstinsky and Magdy Saleh	2024-01-08	2,719	--
Improving Agent Feedback with Multi-LoRA at Convirza	Will Van Eaton	2024-11-25	974	--
Fine-Tuned Newsletter: April-May 2024	Will Van Eaton	2024-05-21	551	--
Guide to Reward Functions in Reinforcement Fine-Tuning	Joppe Geluykens	2025-04-09	2,524	--
10 AI Predictions that Will Shape 2023 and Beyond	Michael Ortega	2023-01-24	1,578	--
Maximize Zero-Shot LLM Performance on Tabular Data	Timothy Wang and Justin Zhao	2023-08-15	2,538	--
Ludwig 0.6: Gradient Boosted Models, Config Validation, and Pipelined TorchScript	Justin Zhao and Jim Thompson	2022-10-04	2,796	--
Fine-Tune LLaMA-2 for Code Generation on a Budge	Timothy Wang and Devvret Rishi	2023-11-09	1,419	--
DeepSeek Survey Results: Insights from AI Leaders	Will Van Eaton	2025-04-16	456	--
Product Updates - September 2024	Will Van Eaton	2024-09-18	860	--
How Upstage Built a Highly Accurate SLM for Proofreading	Devvret Rishi and Kasey Roh	2024-09-09	904	--
How to Deploy LLaMA 4 Models in Your VPC or Cloud	Martin Davis and Michael Ortega	2025-04-14	1,647	--
Fine-Tuned Newsletter: June 2024	Will Van Eaton	2024-07-02	774	--
Manage Your LLM Deployments with Command Center	Will Van Eaton	2024-03-29	661	--
How to Fine-Tune LLaMA-2 on Your Own Data at Scale	Arnav Garg	2023-07-20	3,138	--
How to Deploy and Serve Qwen 3 in Your Private Cloud (VPC)	Michael Ortega and Magdy Saleh	2025-05-01	2,339	--
Why Reinforcement Learning Beats SFT with Limited Data	Travis Addair and Arnav Garg	2025-02-11	2,995	--
Introducing the Fine-Tuning Index for LLMs	Will Van Eaton	2024-05-21	382	--
5 Reasons Why LoRA Adapters are the Future of Fine-tuning	Predibase Team	2024-06-10	2,493	--
How to Efficiently Fine-Tune CodeLlama-70B Instruct	Alex Sherstinsky	2024-02-08	2,247	--
AI and LLM Predictions for 2024	Michael Ortega	2024-01-29	2,178	--
Fine-Tuned: February-March 2024	Predibase Team	2024-03-04	939	--
Ludwig 0.5: Declarative Machine Learning, now on PyTorch	Justin Zhao, Jim Thompson and Piero Molino	2022-06-28	1,707	--
Apple’s GenAI Architecture: Small, Fine-Tuned & LoRA-Based	Devvret Rishi	2024-06-13	713	--
LoRAX: Open Source LoRA Serving Framework for LLMs	Travis Addair, Geoffrey Angus, Magdy Saleh and Wael Abid	2023-11-16	1,781	--
LoRAX + Outlines: Better JSON Extraction with LoRA	Jeffrey Tang and Travis Addair	2024-03-03	2,285	--
Fine-Tune and Serve Open-Source AI—Faster and Cheaper	Abhay Malik	2023-10-24	1,346	--
LLMs in Production: Key Insights from Our New Report	Michael Ortega	2023-08-23	1,144	--
Optimize LLM Performance with Deployment Health Analytics	Will Van Eaton	2024-09-11	971	--
How to Use LLMs on Tabular Data with TabLLM	Timothy Wang and Justin Zhao	2023-08-16	1,133	--
Training an Expert Coding Agent with Reinforcement Fine-Tuning	Evan Sandler, Ross Favero and Ajinkya Tejankar	2025-05-20	2,561	--
Using Multi-Modal ML to Predict Customer Ratings	Abhay Malik	2023-01-31	2,324	--
LLM Serving Guide: How to Build Faster Inference for Open-source Models	Michael Ortega	2025-05-12	1,794	--
Koble’s Case Study: AI-Driven Startup Investing	Connor McCormick and Will Van Eaton	2023-11-14	1,141	--
Beyond Chat: Real Use Cases for LLMs in Production	Joppe Geluykens, Geoffrey Angus and Miheer Patankar	2023-06-27	1,297	--
Predibase Wrapped: Our greatest hits of 2024	Will Van Eaton	2024-12-19	1,622	--
Build an SQL Copilot with LLMs and Synthetic Data	Alex Sherstinsky and Yev Meyer	2024-07-11	2,434	--
Build AI Applications Faster with Declarative ML	Abhay Malik	2023-05-31	923	--
Fine-Tuned SLMs Help Checkr Optimize Background Checks	Vlad Bukhin, Staff ML Engineer at Checkr	2024-10-03	1,863	--
The First Serverless Solution for Fine-Tuned LLMs	Abhay Malik	2024-02-13	830	--
Next-Gen Inference Engine for Fine-Tuned SLMs	Will Van Eaton	2024-10-15	2,475	--
Fine-Tuned Newsletter: March 2024	Predibase Team	2024-03-31	688	--
Personalizing Trading with Deep Learning on Snowflake	Joppe Geluykens and Michael Ortega	2024-01-20	1,395	--
Self-Distilling DeepSeek-R1 with Turbo Speculation - 2x Inference	Ajinkya Tejankar and Will Van Eaton	2025-02-19	1,887	--
Ludwig v0.7: Fine-tuning Pretrained Image and Text Models 50x Faster and Easier	Travis Addair	2023-02-27	2,080	--
Build an SLM That Outperforms GPT-4o with Synthetic Data	Chloe Leung	2024-10-30	2,900	--
LoRA Land: Open-Source LLMs That Beat GPT-4	Timothy Wang, Justin Zhao and Will Van Eaton	2024-02-20	1,821	--
The Future of AI is Specialized	Devvret Rishi and Piero Molino	2023-12-15	1,691	--
How to Efficiently Fine-Tune Gemma-7B with Open-Source Ludwig	Alex Sherstinsky	2024-02-23	787	--
7 Things to Know About Fine-Tuning LLMs	Geoffrey Angus	2024-02-22	3,475	--
DeepSeek Deployment Guide for VPC and SaaS Clouds	Will Van Eaton	2025-01-31	1,505	--
How Declarative ML Is Transforming Data Science	Kevin Petrie	2022-10-18	1,592	--
Solar LLM: Fine-Tuned Performance That Beats GPT-4	Arnav Garg, Junyeop Lee, Lucy Park, Kasey Roh and Will Van Eaton	2024-06-17	1,142	--
Agentic AI at Scale: Marsh McLennan Saves 1M+ Hours	Will Van Eaton	2025-03-12	1,042	--
How to Fine-Tune LLaMA-70B for JSON Generation	Geoffrey Angus, Wael Abid and Timothy Wang	2023-12-07	1,400	--
Ludwig AutoML for Deep Learning	Anne Holler	2022-02-14	2,436	--
Product Updates - March 2024	Will Van Eaton	2024-03-29	459	--
Fine-Tune Mistral 7B on a Single GPU with Ludwig	Alex Sherstinsky and Arnav Garg	2023-10-06	6,332	--
How to Fine-Tune LLaMA 3 for Customer Support Tasks	Chloe Leung	2024-04-30	1,925	--
Ludwig 10k Stars LLM Fine-tuning Hackathon Winners	Alex Sherstinsky and Michael Ortega	2024-02-01	1,297	--

Plushcap, by Matt Makai. 2021-2026.