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LLM Powered Relevance Assessment in Search by Pinterest

Pinterest integrated large language models into its search infrastructure and they show how to build an evaluation and relevance assessment mechanism…

Dec 27, 2025 • Bugra Akyildiz

November 2025

HipKittens for AMD

ThunderKittens for NVIDIA

Nov 29, 2025 • Bugra Akyildiz

Netflix's ML Engineering Experience through Metaflow and Spin

Netflix wrote an excellent in depth article on the engineering experience of an ML Engineer in Netflix and how they develop and iterate on the ML models…

Nov 16, 2025 • Bugra Akyildiz

Model Safety at Uber

Skyvern, PyScripter and Argilla

Nov 3, 2025 • Bugra Akyildiz

October 2025

Modular Manifolds

Llama-Factory, Qwen3-Omni

Oct 19, 2025 • Bugra Akyildiz

August 2025

ChatGPT-OSS from OpenAI

and how this move is related to Android being open-sourced by Google

Aug 16, 2025 • Bugra Akyildiz

MLE-STAR* from Google to Automate all things ML Related!

*Machine Learning Engineering via Search and Targeted Refinement

Aug 3, 2025 • Bugra Akyildiz

July 2025

LSM-2 from Google for Wearable Data

Kimi-2 is released by MoonshotAI, another SOTA MoE Model

Jul 27, 2025 • Bugra Akyildiz

SmolLM3 from HuggingFace

MUVERA from Google to Solve Multi-Vector Search Problem

Jul 13, 2025 • Bugra Akyildiz

Tokasaurus and LLM Inference Library Comparisons

Jul 5, 2025 • Bugra Akyildiz

June 2025

One MegaKernel to rule Llama-1B

Stanford's Hazy Research group recently explored how to maximize the speed of open-source models on modern GPUs, particularly in the challenging…

Jun 21, 2025 • Bugra Akyildiz

Attention Wasn't All We Needed, we need more

Cosine Autoencoder for Image Restoration

Jun 8, 2025 • Bugra Akyildiz

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