Videos list
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Unsloth vs PyTorch: The ONLY Video You Need to Understand the Difference

Unsloth achieves roughly 2x speed and 70% less memory on single-GPU fine-tuning by hand-deriving matrix...

Cloud Codes summarized 2026-08-21 19:30
Your Fine-Tuned Model Is Tech Debt: A 50x ROI House of Cards — Dan Bjornn, Lease End

Fine-tuning a small model for a narrow classification task built up hidden technical debt that outweighed its...

AI Engineer summarized 2026-08-20 16:00
Can You Fine-Tune a 27B Model on a Laptop? (I Did the Math)

A 27 billion parameter model cannot be fine-tuned on a laptop GPU, primarily due to memory constraints. Full...

Cloud Codes summarized 2026-08-18 17:00
6 Open-Source AI Projects Trending NOW

Jack Dorsey's company Block released Buzz, an open-source Slack alternative designed to treat AI agents as...

Matthew Berman summarized 2026-08-17 19:07
Improving Agents is a Data Mining Problem — Vivek Trivedy, LangChain

Improving agents is fundamentally a data mining problem: the key is to collect traces of agent behavior, then mine...

AI Engineer summarized 2026-08-12 19:00
Nemotron Lightning - NVIDIA's Super Fast Agent MoE

NVIDIA quietly released Nemotron Lightning, a small open-weights MoE model (30B total, 3B active) built specifically...

Sam Witteveen summarized 2026-08-11 13:30
ThinkingCap - The Local Coding Model

Bottle Cap AI's ThinkingCap fine-tune of Qwen 3.6 27B reduces reasoning tokens by ~46% while preserving benchmark...

Sam Witteveen summarized 2026-07-30 13:00
Why Large? Tiny LMs & Agents on Edge/Robotics — Cormac Brick, Google

Tiny models (50M-500M parameters) are now viable for edge devices and robotics, enabling voice-to-function calling...

AI Engineer summarized 2026-07-25 17:00
AMD Ryzen AI Halo - 100% Local AI

AMD's Ryzen AI Halo workstation with 128 GB of unified memory allows running large open-weight models like GPT OSS...

Sam Witteveen summarized 2026-07-21 13:00
Fine-Tune the biggest open-source models (even with a bad PC)

Fine-tuning massive open-source models like Kimi K2.7 (a trillion-parameter model) is now accessible and affordable...

David Ondrej summarized 2026-07-07 18:15
Ornith 1.0 First Look & Test – The BEST New Local Coding Models?

Ornith 1.0, a family of fine-tuned local coding models (9B dense and 35B MoE variants tested), shows promising...

Bijan Bowen summarized 2026-06-28 11:11
Self Improving AI actually solves everything

Pioneer Agent is a closed loop system that automates the life cycle of small language models, allowing for...

Matthew Berman summarized 2026-05-29 19:09
Unsloth Studio is insane… fine-tune any AI model locally

Unsloth Studio is an open-source tool that allows users to fine-tune AI models locally, enabling them to create...

David Ondrej summarized 2026-05-28 22:00

Frontier News · by Hyperjump Technology