corpus.blog
41554 blogs · [ { "id": "01a087dc-1990-72d7-8bbd-b09e2e1cc348", "title": "Up to speed with the AMD Strix Halo", "url": "https://sayak.dev/posts/strix-halo.html", "published_at": "2026-07-07T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e2e6bb000", "title": "Optimizing the Full Stack: Thoughts with Image and Video Generation Models", "url": "https://sayak.dev/posts/flow-optim.html", "published_at": "2025-08-11T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e2ea3ef45", "title": "Flavors of attention in modern diffusion models", "url": "https://sayak.dev/posts/attn-diffusion.html", "published_at": "2025-02-27T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e2ef4cf3f", "title": "Streamlining PyPI Releases: A Case Study with 🧨 Diffusers", "url": "https://sayak.dev/posts/streamlined-releases.html", "published_at": "2024-03-15T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e2f88fca1", "title": "Better Hardware Provisioning for ML Experiments", "url": "https://sayak.dev/posts/better-hardware-provisioning-for-ml-experiments.html", "published_at": "2022-10-07T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e304625f6", "title": "Building an Efficient Machine Learning API", "url": "https://sayak.dev/posts/building-an-efficient-machine-learning-api.html", "published_at": "2022-09-02T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e30d14259", "title": "Practicing ML in a Non-ML Job", "url": "https://sayak.dev/posts/ml-practice.html", "published_at": "2022-05-27T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e31922cac", "title": "Variable-Length Sequences in TensorFlow Part 3: Using a Sentence-Conditioned BERT Encoder", "url": "https://sayak.dev/posts/variable-length-sequences-in-tensorflow-part-3.html", "published_at": "2022-04-26T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e326d161b", "title": "Variable-Length Sequences in TensorFlow Part 2: Training a Simple BERT Model", "url": "https://sayak.dev/posts/variable-length-sequences-in-tensorflow-part-2.html", "published_at": "2022-04-19T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e32ee32f6", "title": "Variable-Length Sequences in TensorFlow Part 1: Optimizing Sequence Padding", "url": "https://sayak.dev/posts/variable-length-sequences-in-tensorflow-part-1.html", "published_at": "2022-04-11T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e32f38d5e", "title": "First Steps in GSoC", "url": "https://sayak.dev/posts/gsoc-faqs.html", "published_at": "2022-03-13T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e330cd598", "title": "Improving Dataflow Pipelines for Text Data Processing", "url": "https://sayak.dev/posts/improving-dataflow-pipelines-for-text-data-processing.html", "published_at": "2022-02-10T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e337c1d10", "title": "Publishing ConvNeXt Models on TensorFlow Hub", "url": "https://sayak.dev/posts/convnext-tfhub.html", "published_at": "2022-02-03T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e339cf983", "title": "Building and Installing OpenCV 4.5.0 on an M1 Mac", "url": "https://sayak.dev/posts/install-opencv-m1.html", "published_at": "2021-01-01T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e3440600d", "title": "A Battle of Text Detectors for Mobile Deployments: CRAFT vs. EAST", "url": "https://sayak.dev/posts/optimizing-text-detectors.html", "published_at": "2020-11-27T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e353ff3ed", "title": "Optimizing MobileDet for Mobile Deployments", "url": "https://sayak.dev/posts/mobiledet-optimization.html", "published_at": "2020-09-29T00:00:00+00:00" }, { "id": "01a087dc-1990-72d7-8bbd-b09e3587d303", "title": "Different data augmentation recipes in tf.keras for image classification", "url": "https://sayak.dev/posts/augmentation-recipes.html", "published_at": "2020-05-10T00:00:00+00:00" } ] posts Claim your blog
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sayak.dev

sayak.dev

2026

Up to speed with the AMD Strix Halooriginal ↗
7 Jul 2026

2025

Optimizing the Full Stack: Thoughts with Image and Video Generation Modelsoriginal ↗
11 Aug 2025
Flavors of attention in modern diffusion modelsoriginal ↗
27 Feb 2025

2024

Streamlining PyPI Releases: A Case Study with 🧨 Diffusersoriginal ↗
15 Mar 2024

2022

Better Hardware Provisioning for ML Experimentsoriginal ↗
7 Oct 2022
Building an Efficient Machine Learning APIoriginal ↗
2 Sept 2022
Practicing ML in a Non-ML Joboriginal ↗
27 May 2022
Variable-Length Sequences in TensorFlow Part 3: Using a Sentence-Conditioned BERT Encoderoriginal ↗
26 Apr 2022
Variable-Length Sequences in TensorFlow Part 2: Training a Simple BERT Modeloriginal ↗
19 Apr 2022
Variable-Length Sequences in TensorFlow Part 1: Optimizing Sequence Paddingoriginal ↗
11 Apr 2022
First Steps in GSoCoriginal ↗
13 Mar 2022
Improving Dataflow Pipelines for Text Data Processingoriginal ↗
10 Feb 2022
Publishing ConvNeXt Models on TensorFlow Huboriginal ↗
3 Feb 2022

2021

Building and Installing OpenCV 4.5.0 on an M1 Macoriginal ↗
1 Jan 2021

2020

A Battle of Text Detectors for Mobile Deployments: CRAFT vs. EASToriginal ↗
27 Nov 2020
Optimizing MobileDet for Mobile Deploymentsoriginal ↗
29 Sept 2020
Different data augmentation recipes in tf.keras for image classificationoriginal ↗
10 May 2020