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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
Fine-Tuned: January 2024 Predibase Team 2024-01-28 897 --
Personalizing Trading with Deep Learning on Snowflake Joppe Geluykens and Michael Ortega 2024-01-20 1,395 --
2023 December Newsletter Predibase Team 2024-01-17 1,033 --
12 Best Practices for Distilling Small LMs from GPT Justin Zhao and Wael Abid 2024-01-16 5,092 --
How to Fine-Tune Zephyr-7B for Support Call Analysis Alex Sherstinsky and Magdy Saleh 2024-01-08 2,719 --
How to Fine-tune Mixtral 8x7b with Open-source Ludwig Timothy Wang 2023-12-19 1,127 --
The Future of AI is Specialized Devvret Rishi and Piero Molino 2023-12-15 1,691 --
How to Fine-Tune LLaMA-70B for JSON Generation Geoffrey Angus, Wael Abid and Timothy Wang 2023-12-07 1,400 --
Fine-Tune CodeLlama-7B to Generate Python Docstrings Connor McCormick and Arnav Garg 2023-12-06 1,483 --
LoRAX: Open Source LoRA Serving Framework for LLMs Travis Addair, Geoffrey Angus, Magdy Saleh and Wael Abid 2023-11-16 1,781 --
Koble’s Case Study: AI-Driven Startup Investing Connor McCormick and Will Van Eaton 2023-11-14 1,141 --
Announcing the Ludwig 10k Giveaway Competition Alex Sherstinsky 2023-11-13 618 --
Fine-Tune LLaMA-2 for Code Generation on a Budge Timothy Wang and Devvret Rishi 2023-11-09 1,419 --
Fine-Tune and Serve Open-Source AI—Faster and Cheaper Abhay Malik 2023-10-24 1,346 --
Serve 100+ Fine-Tuned LLMs with LoRA Exchange on One GPU Travis Addair and Geoffrey Angus 2023-10-18 2,531 --
Fine-Tune Mistral 7B on a Single GPU with Ludwig Alex Sherstinsky and Arnav Garg 2023-10-06 6,332 --
10 Things You Need To Know About LLMs Arnav Garg and Daliana Liu 2023-09-28 1,795 --
LLMs in Production: Key Insights from Our New Report Michael Ortega 2023-08-23 1,144 --
How to Use LLMs on Tabular Data with TabLLM Timothy Wang and Justin Zhao 2023-08-16 1,133 --
Maximize Zero-Shot LLM Performance on Tabular Data Timothy Wang and Justin Zhao 2023-08-15 2,538 --
Ludwig v0.8: Open-source Toolkit to Build and Fine-tune Custom LLMs on Your Data Travis Addair and Arnav Garg 2023-08-09 3,260 --
Guide: How to Prevent Overfitting in Machine Learning Models Daliana Liu and Geoffrey Angus 2023-07-31 2,126 --
How to Fine-Tune LLaMA-2 on Your Own Data at Scale Arnav Garg 2023-07-20 3,138 --
Beyond Chat: Real Use Cases for LLMs in Production Joppe Geluykens, Geoffrey Angus and Miheer Patankar 2023-06-27 1,297 --
Declarative ML for Fraud Detection and Imbalanced Data Daliana Liu 2023-06-14 2,175 --
Build AI Applications Faster with Declarative ML Abhay Malik 2023-05-31 923 --
Build an NER Model for Molecular Biology Terms Connor McCormick 2023-05-12 2,048 --
Deep Learning for Topic Classification on Unstructured Text Daliana Liu 2023-03-14 2,009 --
Ludwig v0.7: Fine-tuning Pretrained Image and Text Models 50x Faster and Easier Travis Addair 2023-02-27 2,080 --
Using Multi-Modal ML to Predict Customer Ratings Abhay Malik 2023-01-31 2,324 --
10 AI Predictions that Will Shape 2023 and Beyond Michael Ortega 2023-01-24 1,578 --
Boost Tabular Data Predictions with Tree Models in Ludwig 0.6 Daliana Liu and Joppe Geluykens 2022-12-20 1,525 --
How to Run Inference on Ludwig Models Using TorchScript Geoffrey Angus 2022-12-05 2,087 --
Unit Test ML Models in PyTorch for Gradient Updates Jim Thompson 2022-10-26 1,463 --
How Declarative ML Is Transforming Data Science Kevin Petrie 2022-10-18 1,592 --
Ludwig 0.6: Gradient Boosted Models, Config Validation, and Pipelined TorchScript Justin Zhao and Jim Thompson 2022-10-04 2,796 --
Ludwig 0.5: Declarative Machine Learning, now on PyTorch Justin Zhao, Jim Thompson and Piero Molino 2022-06-28 1,707 --
Introducing Predibase: The enterprise declarative machine learning platform Piero Molino 2022-05-11 1,899 --
Ludwig AutoML for Text Classification Anne Holler 2022-05-02 3,543 --
Ludwig AutoML for Deep Learning Anne Holler 2022-02-14 2,436 --
Plushcap, by Matt Makai. 2021-2026.