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Predibase Blog

90 posts indexed since 2022

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Post Details

90 matching posts

Title Author Published Words HN Pts
Product Updates - March 2024 Will Van Eaton 2024-03-29 459 --
Manage Your LLM Deployments with Command Center Will Van Eaton 2024-03-29 661 --
Fine-Tuned Newsletter: March 2024 Predibase Team 2024-03-31 688 --
Try 10x Faster Fine-Tuning Abhay Malik 2024-04-25 616 --
How to Fine-Tune LLaMA 3 for Customer Support Tasks Chloe Leung 2024-04-30 1,925 --
Introducing the Fine-Tuning Index for LLMs Will Van Eaton 2024-05-21 382 --
Fine-Tuned Newsletter: April-May 2024 Will Van Eaton 2024-05-21 551 --
5 Reasons Why LoRA Adapters are the Future of Fine-tuning Predibase Team 2024-06-10 2,493 --
Apple’s GenAI Architecture: Small, Fine-Tuned & LoRA-Based Devvret Rishi 2024-06-13 713 --
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 --
Fine-Tuned Newsletter: June 2024 Will Van Eaton 2024-07-02 774 --
15x Faster Fine-Tuning in Under 15 Days Arnav Garg 2024-07-02 1,867 --
Build an SQL Copilot with LLMs and Synthetic Data Alex Sherstinsky and Yev Meyer 2024-07-11 2,434 --
Turbo LoRA: 2-3x faster fine-tuned LLM inference Travis Addair and Arnav Garg 2024-08-02 3,618 --
How Upstage Built a Highly Accurate SLM for Proofreading Devvret Rishi and Kasey Roh 2024-09-09 904 --
Optimize LLM Performance with Deployment Health Analytics Will Van Eaton 2024-09-11 971 --
Product Updates - September 2024 Will Van Eaton 2024-09-18 860 --
Fine-Tuned SLMs Help Checkr Optimize Background Checks Vlad Bukhin, Staff ML Engineer at Checkr 2024-10-03 1,863 --
Next-Gen Inference Engine for Fine-Tuned SLMs Will Van Eaton 2024-10-15 2,475 --
Build an SLM That Outperforms GPT-4o with Synthetic Data Chloe Leung 2024-10-30 2,900 --
Improving Agent Feedback with Multi-LoRA at Convirza Will Van Eaton 2024-11-25 974 --
Predibase Wrapped: Our greatest hits of 2024 Will Van Eaton 2024-12-19 1,622 --
How to Fine-tune And Serve VLMs in Predibase Timothy Wang 2025-01-07 1,359 --
How DeepSeek-R1 Beats o1 with Reinforcement Learning Will Van Eaton 2025-01-29 1,410 --
DeepSeek Deployment Guide for VPC and SaaS Clouds Will Van Eaton 2025-01-31 1,505 --
Why Reinforcement Learning Beats SFT with Limited Data Travis Addair and Arnav Garg 2025-02-11 2,995 --
Train AI to Write GPU Code via Reinforcement Fine-Tuning Arnav Garg, Travis Addair and Will Van Eaton 2025-02-14 2,055 --
Self-Distilling DeepSeek-R1 with Turbo Speculation - 2x Inference Ajinkya Tejankar and Will Van Eaton 2025-02-19 1,887 --
Agentic AI at Scale: Marsh McLennan Saves 1M+ Hours Will Van Eaton 2025-03-12 1,042 --
The First Reinforcement Fine-Tuning Platform for LLMs Devvret Rishi and Travis Addair 2025-03-19 1,316 --
Guide to Reward Functions in Reinforcement Fine-Tuning Joppe Geluykens 2025-04-09 2,524 --
How to Deploy LLaMA 4 Models in Your VPC or Cloud Martin Davis and Michael Ortega 2025-04-14 1,647 --
DeepSeek Survey Results: Insights from AI Leaders Will Van Eaton 2025-04-16 456 --
How to Deploy and Serve Qwen 3 in Your Private Cloud (VPC) Michael Ortega and Magdy Saleh 2025-05-01 2,339 --
LLM Serving Guide: How to Build Faster Inference for Open-source Models Michael Ortega 2025-05-12 1,794 --
Training an Expert Coding Agent with Reinforcement Fine-Tuning Evan Sandler, Ross Favero and Ajinkya Tejankar 2025-05-20 2,561 --
Real-World LLM Inference Benchmarks: How Predibase Built the Fastest Stack Chloe Leung 2025-05-28 1,683 --
Predibase will be joining forces with Rubrik Devvret Rishi 2025-06-25 1,488 --
The 5 Hidden Hurdles of Building AI Infra Michael Ortega 2025-07-02 1,065 --
Not Your Average VPC: Secure AI in Your Private Cloud with Direct Ingress Noah Yoshida and Michael Ortega 2025-08-13 1,028 --
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