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TPU Deep Dive
Tokasaurus and LLM Inference Library Comparisons
Jul 5
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Bugra Akyildiz
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TPU Deep Dive
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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
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Bugra Akyildiz
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One MegaKernel to rule Llama-1B
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Attention Wasn't All We Needed, we need more
Cosine Autoencoder for Image Restoration
Jun 8
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Bugra Akyildiz
4
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Attention Wasn't All We Needed, we need more
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May 2025
Lyft's Spatial-Temporal Forecasting Framework
AxLearn, Agent S, Guardrails, PIT
May 18
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Bugra Akyildiz
4
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Lyft's Spatial-Temporal Forecasting Framework
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Attention Structures with Associative Recall in Transformers
Zoology, Striped Hyena, vLLM, Alpaca
May 11
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Bugra Akyildiz
3
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Attention Structures with Associative Recall in Transformers
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Eight Things to Know about Large Language Models
SelfRec, Pipeline RL, TRL, Knowledge Pack, DataHerald
May 3
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Bugra Akyildiz
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Eight Things to Know about Large Language Models
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April 2025
How Pinterest uses LLMs to improve Search
LLM in Visual Programming through InstructPipe
Apr 27
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Bugra Akyildiz
5
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How Pinterest uses LLMs to improve Search
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How to use LLM in Recommender Systems
Infini-Gram Language Model
Apr 20
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Bugra Akyildiz
10
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How to use LLM in Recommender Systems
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Linear Attention Mechanism Comparisons
More attention comparisons!
Apr 13
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Bugra Akyildiz
3
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Linear Attention Mechanism Comparisons
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DeepSeek Open Source Week Covered!
DeepSeek Libraries
Apr 6
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Bugra Akyildiz
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DeepSeek Open Source Week Covered!
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March 2025
Olmo 2 32B is released!
PyTorch Landscape, torch titan, camel and torchcodec are reviewed
Mar 30
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Bugra Akyildiz
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Olmo 2 32B is released!
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Modules in Pinterest's HomeFeed
Nemotron-H: A Family of Accurate, Efficient Hybrid Mamba-Transformer Models
Mar 23
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Bugra Akyildiz
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Modules in Pinterest's HomeFeed
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