MLOps Newsletter

ChatGPT-OSS from OpenAI

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

Aug 16 • 

Bugra Akyildiz

2

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

*Machine Learning Engineering via Search and Targeted Refinement

Aug 3 • 

Bugra Akyildiz

July 2025

LSM-2 from Google for Wearable Data

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

Jul 27 • 

Bugra Akyildiz

3

SmolLM3 from HuggingFace

MUVERA from Google to Solve Multi-Vector Search Problem

Jul 13 • 

Bugra Akyildiz

3

TPU Deep Dive

Tokasaurus and LLM Inference Library Comparisons

Jul 5 • 

Bugra Akyildiz

2

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 • 

Bugra Akyildiz

2

Attention Wasn't All We Needed, we need more

Cosine Autoencoder for Image Restoration

Jun 8 • 

Bugra Akyildiz

4

May 2025

Lyft's Spatial-Temporal Forecasting Framework

AxLearn, Agent S, Guardrails, PIT

May 18 • 

Bugra Akyildiz

4

Attention Structures with Associative Recall in Transformers

Zoology, Striped Hyena, vLLM, Alpaca

May 11 • 

Bugra Akyildiz

3

Eight Things to Know about Large Language Models

SelfRec, Pipeline RL, TRL, Knowledge Pack, DataHerald

May 3 • 

Bugra Akyildiz

2

April 2025

How Pinterest uses LLMs to improve Search

LLM in Visual Programming through InstructPipe

Apr 27 • 

Bugra Akyildiz

5

How to use LLM in Recommender Systems

Infini-Gram Language Model

Apr 20 • 

Bugra Akyildiz

10