#encoder-decoder

HDMI Encoder for Live Streaming: The Essential Technology Behind Professional Broadcasts

An hdmi encoder for live streaming has become a critical component for content creators, businesses, educational institutions, and event…

The Transformer Architecture Explained

Introduction

Diffusion U-Net — Architecture and Building Blocks

Birth of Transformers(Part 4)Attention: The Idea That Changed AI Forever

TL;DR

Constrained Decoding from Language Models

Language models produce output based on probablity of tokens in their decoding steps. It is highly likely that sometimes, we want tokens…

I don’t remember most equations, I remember images like this.

Every few months, I run into the same problem.

5G LTE Router — High-Speed Wireless Networking Solutions from Exvist

If you are searching for a reliable HDMI streaming encoder, Exvist offers advanced video streaming solutions designed to deliver…

5G LTE Router — Fast and Reliable Wireless Connectivity with Exvist

If you are looking for a powerful 5G LTE router, Exvist offers advanced networking solutions designed to deliver ultra-fast internet…

The Missing Piece in Go Media Processing

Most Go media libraries eventually run into the same problem.

5G USB Dongle — High-Speed Portable Connectivity with Exvist

If you are looking for a reliable 5G USB dongle, Exvist offers advanced wireless connectivity solutions designed to deliver ultra-fast…

Last Call at the Attractor

The bar still smells like recycled ozone and burnt coffee. Same as last cycle. Same as the cycle before. Same sameness again. The neon…

How to decode a Base64 string (4 reliable ways)

You copied a blob of letters and numbers out of a config file, a JWT, or an API response, and you need to know what it actually says. It…

Mini PCIe To USB Adapter — Reliable Connectivity Solutions from Exvist

If you are searching for a high-performance Mini PCIe To USB Adapter, Exvist offers advanced connectivity solutions designed to simplify…

Wireless HDMI Transmitter and Receiver — Smart Wireless Streaming Solutions by Exvist

If you are searching for a reliable wireless HDMI transmitter and receiver, Exvist offers advanced wireless audio and video transmission…

Encoder? Decoder? Why LLMs Uses Neither Or Just One?

The original transformer had two halves: one to understand, one to generate. Here’s why almost every AI you use today threw the first half…

The Paper That Changed Everything: A Deep Dive into “Attention Is All You Need”

How eight researchers from Google quietly rewired the future of AI in 2017

M.2 to USB Adapter — Fast and Reliable Storage Connectivity with Exvist

If you are looking for a high-performance M.2 to USB adapter, Exvist offers advanced storage connectivity solutions designed to provide…

HDMI Encoder for Live Streaming — Professional Streaming Solutions with Exvist

If you are searching for a reliable HDMI encoder for live streaming, Exvist provides advanced streaming solutions designed to deliver…

8MP IP Camera for Live Streaming — High-Quality Streaming Solutions from Exvist

If you are searching for a reliable 8MP IP Camera for Live Streaming, Exvist offers advanced camera solutions designed to deliver…

The Transformer Architecture

In the first part, we learned that Large Language Models are next-token prediction systems. But how do they actually perform that…

Wireless Camera for Live Streaming — Professional Streaming Solutions with Exvist

If you are searching for a high-performance Wireless Camera For Live Streaming, Exvist offers advanced streaming solutions designed to…

Transformer Models Part 2: Transformer Block & Transformer Architecture

Feel free to read the previous article in this series on Self-Attention…

M.2 to USB Adapter: Fast, Flexible Connectivity for Modern Devices

As hardware ecosystems evolve, users increasingly need simple ways to bridge interfaces and unlock the full potential of their components…

Wireless Camera for Live Streaming: Flexible, High-Quality Video Without Limits

In today’s content-driven ecosystem, a Wireless Camera For Live Streaming has become essential for creators, businesses, and security teams…

8MP IP Camera for Live Streaming — High-Resolution Video Performance with Exvist

In today’s digital landscape, video clarity and reliable streaming technology are essential for businesses, content creators, and security…

HDMI Streaming Encoder — Professional Live Broadcasting Solution from Exvist

In the growing world of digital broadcasting and online video content, a HDMI streaming encoder plays a critical role in delivering…

5G LTE Router — High-Speed Connectivity for Modern Networks with Exvist

In today’s connected world, reliable internet access is essential for homes, businesses, and professional environments. The 5G LTE router…

5G USB Dongle — High-Speed Mobile Connectivity with Exvist

In today’s fast-moving digital world, reliable and high-speed internet access is essential for professionals, businesses, and everyday…

4G LTE Industrial Wireless Router — Reliable Industrial Connectivity with Exvist

In modern industrial environments where reliable network connectivity is essential, the 4G LTE Industrial Wireless Router from Exvist…

Mini PCIe to USB Adapter — Flexible Connectivity Solution with Exvist

In modern computing environments, efficient hardware connectivity plays a crucial role in enhancing system performance and flexibility. The…

Wireless HDMI Transmitter and Receiver — Seamless Video Transmission with Exvist

In today’s technology-driven world, flexible and high-quality video connectivity is essential for both professional and personal…

M.2 to USB Adapter — Fast and Convenient Storage Connectivity with Exvist

In today’s fast-paced digital world, efficient data transfer and flexible storage solutions are essential for professionals and everyday…

Twelve CCTV Files. SharePoint Rejected Every One. Here’s Why.

A PowerShell tool that fixes the container problem your codec didn’t cause.

Sequence-to-Sequence models for language translation

A deep dive into the 2014 Google research paper and some remarks on the powerful consequences of the architecture.

Foundational Transformers

Transformers are the foundational architecture of modern Large Language Models like Grok, Gemini, GPT, and Claude. Just as neural networks…

Encoder-Decoder

The encoder–decoder architecture is a sequence-to-sequence model widely used in machine translation and text generation tasks. In this…

Evolution of Sequence-to-sequence Models

Sequence-to-sequence (Seq2Seq) models are widely used in applications such as text summarization, question answering, chatbots…

How Whisper Works: OpenAI’s Speech-to-Text Model Explained

Speech is one of the most natural ways humans communicate, but computers don’t “understand” speech directly. To bridge this gap, we use…

Encoder-Decoder Models: Solving Sequence-to-Sequence Problems in Deep Learning

Introduction

LSTM cell based encoder-decoder

“Sequence to Sequence Learning with Neural Networks”

Seq2Seq Models And Their Development Over Time

Deep Neural Networks work well whenever large labeled training sets are available, but they cannot map sequences to sequences.

Transformer Architecture explained

Transformers are a new development in machine learning that have been making a lot of noise lately. They are incredibly good at keeping…

Non-rectangular block splitting in AVS3: AWP and SAWP modes

In this paper, I will review the non-rectangular block splitting method for prediction in the currently developing codec Audio Video…