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On-Device Korean Voice Control for Boston Dynamics Spot: How VIDRAFT Enabled Independent Language Localization Without Touching the Firmware

On-Device Korean Voice Control for Boston Dynamics Spot: How VIDRAFT Enabled Independent Language Localization Without Touching the Firmware

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4 min read
VIDRAFT's Quantum Cryptanalysis Paper Selected by SemiEngineering Alongside Meta, Google, and Top University Research

VIDRAFT's Quantum Cryptanalysis Paper Selected by SemiEngineering Alongside Meta, Google, and Top University Research

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3 min read
On-Device Korean Speech Commands for Boston Dynamics Spot: VIDRAFT Deploys Edge AI Without the Cloud

On-Device Korean Speech Commands for Boston Dynamics Spot: VIDRAFT Deploys Edge AI Without the Cloud

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4 min read
VIDRAFT's VKAE Inference Acceleration System Claims Up to 23 Throughput Gains on Modern GPU Hardware

VIDRAFT's VKAE Inference Acceleration System Claims Up to 23 Throughput Gains on Modern GPU Hardware

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4 min read
VIDRAFT Releases Aether-7B-5Attn: A Fully Transparent MoE Foundation Model on Hugging Face (Apache-2.0)

VIDRAFT Releases Aether-7B-5Attn: A Fully Transparent MoE Foundation Model on Hugging Face (Apache-2.0)

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4 min read
VIDRAFT Open-Sources Aether-7B-5Attn: Full MoE Weights, Training Code, Data Recipe, and Logs Under Apache-2.0

VIDRAFT Open-Sources Aether-7B-5Attn: Full MoE Weights, Training Code, Data Recipe, and Logs Under Apache-2.0

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4 min read
Aether-7B-5Attn: VIDRAFT Open-Sources Full Training Stack — Weights, Code, Hyperparameters, and Logs

Aether-7B-5Attn: VIDRAFT Open-Sources Full Training Stack — Weights, Code, Hyperparameters, and Logs

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4 min read
A 35B model that runs on a GPU-less PC — and on a phone — with stock llama.cpp

A 35B model that runs on a GPU-less PC — and on a phone — with stock llama.cpp

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4 min read
Aether-7B-5Attn: VIDRAFT's Fully Open-Source MoE Foundation Model with Five Heterogeneous Attention Mechanisms

Aether-7B-5Attn: VIDRAFT's Fully Open-Source MoE Foundation Model with Five Heterogeneous Attention Mechanisms

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4 min read
VIDRAFT Releases Fully Open-Source Aether-7B-5Attn: A Heterogeneous-Attention MoE Foundation Model Built for Korean and English Equally

VIDRAFT Releases Fully Open-Source Aether-7B-5Attn: A Heterogeneous-Attention MoE Foundation Model Built for Korean and English Equally

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4 min read
Six Chinese outlets covered our model. Three of the articles weren't written by humans.

Six Chinese outlets covered our model. Three of the articles weren't written by humans.

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3 min read
"A quantum computer broke encryption." It almost never did.

"A quantum computer broke encryption." It almost never did.

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5 min read
VIDRAFT Releases Aether-7B-5Attn: A Fully Open-Source MoE LLM with Five Heterogeneous Attention Mechanisms

VIDRAFT Releases Aether-7B-5Attn: A Fully Open-Source MoE LLM with Five Heterogeneous Attention Mechanisms

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4 min read
Aether-7B-5Attn: VIDRAFT Releases a Fully Reproducible Korean Open-Source Foundation Model on Hugging Face

Aether-7B-5Attn: VIDRAFT Releases a Fully Reproducible Korean Open-Source Foundation Model on Hugging Face

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4 min read
We open-sourced a foundation model. For four days, nobody could load it.

We open-sourced a foundation model. For four days, nobody could load it.

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5 min read
VIDRAFT Releases Aether-7B-5Attn: A Fully Reproducible Open-Source LLM with Five Heterogeneous Attention Mechanisms

VIDRAFT Releases Aether-7B-5Attn: A Fully Reproducible Open-Source LLM with Five Heterogeneous Attention Mechanisms

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4 min read
Aether-7B-5Attn: VIDRAFT's Fully Open-Source Foundation Model with Heterogeneous Attention MoE Architecture

Aether-7B-5Attn: VIDRAFT's Fully Open-Source Foundation Model with Heterogeneous Attention MoE Architecture

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4 min read
VIDRAFT Releases Fully Open Foundation Model Aether-7B-5Attn: Weights, Code, Data, and Training Logs — All Public

VIDRAFT Releases Fully Open Foundation Model Aether-7B-5Attn: Weights, Code, Data, and Training Logs — All Public

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4 min read
Aether-6B-11Attn-base: publishing a research artifact while it is still training

Aether-6B-11Attn-base: publishing a research artifact while it is still training

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4 min read
5, 6 or 7? Auditing an architecture claim at the weights level

5, 6 or 7? Auditing an architecture claim at the weights level

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5 min read
Aether-7B-5Attn: what a 'fully open' foundation model actually ships

Aether-7B-5Attn: what a 'fully open' foundation model actually ships

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6 min read
Open source vs open weights: three model releases, three different scopes

Open source vs open weights: three model releases, three different scopes

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4 min read
VIDRAFT Open-Sources Aether-7B-5Attn: A 7B Foundation Model with Training Code and Data

VIDRAFT Open-Sources Aether-7B-5Attn: A 7B Foundation Model with Training Code and Data

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4 min read
VIDRAFT Releases Aether-7B-5Attn: A Fully Open Foundation Model with Training Recipes, Logs, and Checkpoints

VIDRAFT Releases Aether-7B-5Attn: A Fully Open Foundation Model with Training Recipes, Logs, and Checkpoints

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4 min read
Don't Trust Architecture Claims — Verify Them (A Worked Example on an Open Model)

Don't Trust Architecture Claims — Verify Them (A Worked Example on an Open Model)

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3 min read
Open Weights Aren't Open Source: Aether-7B-5Attn, a From-Scratch Fully-Open Foundation Model (Apache-2.0)

Open Weights Aren't Open Source: Aether-7B-5Attn, a From-Scratch Fully-Open Foundation Model (Apache-2.0)

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3 min read
Darwin LLM Family Hits 1M+ Hugging Face Downloads: How VIDRAFT Built High-Performance Models on Minimal Resources

Darwin LLM Family Hits 1M+ Hugging Face Downloads: How VIDRAFT Built High-Performance Models on Minimal Resources

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4 min read
VIDRAFT Launches VKAE: A Kernel-Level LLM Inference Acceleration Engine with Public Leaderboard and Unified Docker Container

VIDRAFT Launches VKAE: A Kernel-Level LLM Inference Acceleration Engine with Public Leaderboard and Unified Docker Container

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4 min read
VIDRAFT VKAE: A Kernel-Level LLM Inference Engine Claiming Up to 23.4 Throughput on the Same GPU

VIDRAFT VKAE: A Kernel-Level LLM Inference Engine Claiming Up to 23.4 Throughput on the Same GPU

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4 min read
VIDRAFT VKAE Engine: Kernel-Level LLM Inference Acceleration Hitting 23.4 Throughput Gains

VIDRAFT VKAE Engine: Kernel-Level LLM Inference Acceleration Hitting 23.4 Throughput Gains

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4 min read
VIDRAFT Releases VKAE: A Kernel-Level LLM Inference Acceleration Engine with a Public Leaderboard and All-in-One Docker Container

VIDRAFT Releases VKAE: A Kernel-Level LLM Inference Acceleration Engine with a Public Leaderboard and All-in-One Docker Container

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4 min read
VIDRAFT's Darwin LLM Family Hits 1M Hugging Face Downloads — Evolutionary Training on a Lean GPU Budget

VIDRAFT's Darwin LLM Family Hits 1M Hugging Face Downloads — Evolutionary Training on a Lean GPU Budget

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4 min read
VIDRAFT's Darwin AI Model Hits 1 Million Cumulative Downloads on Hugging Face

VIDRAFT's Darwin AI Model Hits 1 Million Cumulative Downloads on Hugging Face

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4 min read
VIDRAFT's VKAE VKUE Dual-Engine Strategy: Pushing 35B-Parameter LLM Inference from B200 Data Centers to CPU-Only Laptops

VIDRAFT's VKAE VKUE Dual-Engine Strategy: Pushing 35B-Parameter LLM Inference from B200 Data Centers to CPU-Only Laptops

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4 min read
VIDRAFT's Darwin LLM Family Crosses 1M Hugging Face Downloads in 3 Months — Transformer + Mamba Architecture, 90.9% GPQA Diamond

VIDRAFT's Darwin LLM Family Crosses 1M Hugging Face Downloads in 3 Months — Transformer + Mamba Architecture, 90.9% GPQA Diamond

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4 min read
How a Training-Free Evolutionary Merge Family Hit 1M Hugging Face Downloads

How a Training-Free Evolutionary Merge Family Hit 1M Hugging Face Downloads

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2 min read
Throughput vs. Reach: Why VIDRAFT Ships Two Serving Engines (VKAE x VKUE)

Throughput vs. Reach: Why VIDRAFT Ships Two Serving Engines (VKAE x VKUE)

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2 min read
VIDRAFT Runs Simon's Algorithm on a 156-Qubit IBM Quantum Processor to Probe Symmetric-Key Cipher Structures

VIDRAFT Runs Simon's Algorithm on a 156-Qubit IBM Quantum Processor to Probe Symmetric-Key Cipher Structures

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4 min read
VIDRAFT's Darwin: Cross-Architecture Model Merging That Beats Brute-Force Scaling

VIDRAFT's Darwin: Cross-Architecture Model Merging That Beats Brute-Force Scaling

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4 min read
How a Sparse 35B MoE Runs on a CPU: Active Params, Memory Bandwidth, and a Reproducible Benchmark

How a Sparse 35B MoE Runs on a CPU: Active Params, Memory Bandwidth, and a Reproducible Benchmark

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3 min read
VKAE: VIDRAFT's Kernel-Level LLM Inference Acceleration Engine Delivers Up to 23.4 Throughput Gains

VKAE: VIDRAFT's Kernel-Level LLM Inference Acceleration Engine Delivers Up to 23.4 Throughput Gains

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4 min read
VIDRAFT Releases VKAE: An LLM Inference Acceleration Engine with Public Leaderboard and Unified Container

VIDRAFT Releases VKAE: An LLM Inference Acceleration Engine with Public Leaderboard and Unified Container

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4 min read
VIDRAFT Releases "Building": An AI Architectural Design Service Powered by Darwin-398B — Free Open Research Preview

VIDRAFT Releases "Building": An AI Architectural Design Service Powered by Darwin-398B — Free Open Research Preview

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4 min read
한국의 어떤 AI 기술을 왜 중국과 러시아에서 주목하는지 분석

한국의 어떤 AI 기술을 왜 중국과 러시아에서 주목하는지 분석

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1 min read
실시간 말하는 AI 아바타, 무료 휴대형 기기에 구현하기

실시간 말하는 AI 아바타, 무료 휴대형 기기에 구현하기

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1 min read
양자컴퓨터와 AI를 결합하여 암호깨기에 도전, 성공 방법

양자컴퓨터와 AI를 결합하여 암호깨기에 도전, 성공 방법

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1 min read
중국 AI 싱크탱크가 격찬한 유일한 한국 AI 기술 등장

중국 AI 싱크탱크가 격찬한 유일한 한국 AI 기술 등장

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1 min read
K-AI 리더보드에서 소버린 AI는 왜 부진한 것일까?

K-AI 리더보드에서 소버린 AI는 왜 부진한 것일까?

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1 min read
GPU를 만들 수 없는 한국, 그래서 GPU 위의 모델을 추론 가속하여 20배 이상 빨라졌다.

GPU를 만들 수 없는 한국, 그래서 GPU 위의 모델을 추론 가속하여 20배 이상 빨라졌다.

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1 min read
397B급 거대 모델을 단일 GPU 노드에서 초당 121.9토큰으로.

397B급 거대 모델을 단일 GPU 노드에서 초당 121.9토큰으로.

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1 min read
AGI의 마지막 퍼즐은 지식이 아니라 메타인지다

AGI의 마지막 퍼즐은 지식이 아니라 메타인지다

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1 min read
AI 자율 보안 '미토스', 한국에는 '치토스' 등장

AI 자율 보안 '미토스', 한국에는 '치토스' 등장

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1 min read
Winning With a Single Small GPU: What VIDRAFT’s Fast Gemma Result Really Means

Winning With a Single Small GPU: What VIDRAFT’s Fast Gemma Result Really Means

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3 min read
한국이 '과학 추론 AI 평가'(GPQA) 세계 1위 달성하다.

한국이 '과학 추론 AI 평가'(GPQA) 세계 1위 달성하다.

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1 min read
양자컴퓨터 관련 리더보드 허깅페이스에 공개

양자컴퓨터 관련 리더보드 허깅페이스에 공개

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1 min read
클로드 협박 방어 설계와 중국 암시장 유통의 공통점

클로드 협박 방어 설계와 중국 암시장 유통의 공통점

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1 min read
비즈크러시, 미팅 데이터 자산화로 실리콘밸리 공략하는 한국 스타트업

비즈크러시, 미팅 데이터 자산화로 실리콘밸리 공략하는 한국 스타트업

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1 min read
인텔, 애플 칩 위탁생산 계약 체결 — 반도체 파운드리 지형이 바뀐다

인텔, 애플 칩 위탁생산 계약 체결 — 반도체 파운드리 지형이 바뀐다

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1 min read
앤트로픽이 클로드의 협박을 막은 방법 — AI 정렬 기술의 핵심

앤트로픽이 클로드의 협박을 막은 방법 — AI 정렬 기술의 핵심

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1 min read
클로드 모델 증류란? 중국 암시장서 10% 가격에 유통되는 AI의 실체

클로드 모델 증류란? 중국 암시장서 10% 가격에 유통되는 AI의 실체

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1 min read
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