VIDraft/AI

VIDRAFT — Korea's AGI Journey · 한국에서 만드는 Pre-AGI

VIDRAFT (비드래프트) is a Korean AI research company building two pillars toward AGI: Darwin — an evolutionary model family of 18 official releases (1.7B–36B MoE multimodal) and 400+ community-derived variants, ranked #3 globally on GPQA Diamond (Darwin-27B-Opus, 86.9%). AETHER — the world's first LLM architecture integrating 5, 7, and 11 heterogeneous attention types into a single Latin Square grid (Adaptive Eleven-way Triple-symmetric Hybrid attEntion Routing). 11 patents pending (KIPO + PCT), 2 papers under submission, 9 production services live.

What is Darwin? · Darwin이란?

EN — Darwin is VIDRAFT's evolutionary model family. 18 official models spanning 1.7B (TTS) to 36B (MoE multimodal), validated across Qwen3.5 / Gemma-4 / Cross-Architecture (Transformer × Mamba). Achieved GPQA Diamond global #3 (Darwin-27B-Opus, 86.9%) and #8 (Darwin-31B-Opus, 85.9%) — surpassing Qwen3.5-122B-A10B, Nemotron-3-Super-120B, and DeepSeek-V3.2-671B without any gradient-based training, using only weight-space evolutionary merging with MRI-Trust meta-learning. 96,000+ cumulative downloads.

KO — Darwin은 비드래프트의 진화형 모델 패밀리입니다. 18 공식 공개 모델 (1.7B TTS ~ 36B MoE 멀티모달), Qwen3.5/Gemma-4/Cross-Architecture (Transformer × Mamba) 아키텍처. GPQA Diamond 글로벌 3위 (Darwin-27B-Opus 86.9%) + 8위 (Darwin-31B-Opus 85.9%) — Qwen3.5-122B / Nemotron-3-120B / DeepSeek-V3.2-671B를 능가. 누적 다운로드 96,000+. 자발적 커뮤니티 파생 400+종 — 한국 기업 중 허깅페이스 커뮤니티 파급력 1위.

What is AETHER? · AETHER란?

EN — AETHER stands for Adaptive Eleven-way Triple-symmetric Hybrid attEntion Routing. The world's first LLM architecture to integrate 5, 7, and 11 heterogeneous attention types (NSA, Differential, Full, Slide, GDN, Mamba2, MLA, Compress, Hybrid, Linear, Hyena) into a single n×n Latin Square grid. Three models in simultaneous training: Pilot 14B-5Attn (validated), V2 mini 1B-7Attn (training), V2 FULL 30B-11Attn (121 layers, training).

KO — AETHER = "Adaptive Eleven-way Triple-symmetric Hybrid attEntion Routing". 5종·7종·11종 이종 어텐션을 단일 LLM 아키텍처로 통합한 세계 최초. n×n Latin Square 격자 기반 어텐션 라우팅 (조합론을 어텐션에 응용). 3종 모델 동시 학습: Pilot 14B-5Attn (검증 완료) · V2 mini 1B-7Attn (학습 중) · V2 FULL 30B-11Attn (121 layer, 학습 중). PATENT PENDING (KR/PCT) 8종.

Achievements · 핵심 성과

Patents · 특허 출원 11종

Darwin · 3 filings (KIPO + 12-month PCT)

1. 1.MRI Adaptive Trust Meta-Learning — 모델 층 응답 중요도 기반 신경망 파라미터 병합
2. 2.CrossArch Compatibility Crossbreeding — 호환성 평가 기반 이기종 신경망 모델 교배
3. 3.RecursiveEvo — 진화적 신경망 병합에서의 재귀적 세대 간 유전 + 프록시-벤치마크 2단계 탐색

AETHER · 8 filings (KIPO + PCT, 186 claims total)

• —P1 Latin Square Hybrid Multi-Type Attention Stack
• —P2 Causal Safety Auto-Verification (Multi-Type Attention)
• —P6 Dual-Polarity Cyclic Routing + Metacognitive Head
• —P8 Hybrid Attention Fusion (Single Sigmoid Gate Convex)
• —P0 Prime-Order Cyclic Group Weight Warm Transfer
• —P3' Per-Attention-Type Gradient Clipping
• —P4 Prime-Number-Based Mixture-of-Experts Routing
• —P7 Causal-Safe CI/CD Pipeline Tool

Papers · 논문

1. 1.FINAL Bench: Measuring Functional Metacognitive Reasoning in Large Language Models — World's first benchmark to quantify AI metacognition. 100 tasks × 15 domains × 8 TICOS types × 3 difficulty levels. HuggingFace dataset Global #5.

1. 1.Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning — 8 evolved models (4B–35B). Darwin-27B-Opus #6 on GPQA Diamond Leaderboard (86.9%), surpassing larger gradient-trained baselines. NeurIPS submission.

Live Services · 라이브 서비스 (9)

• —NationalOS (Korea · USA) — 3D 인공사회 시뮬레이터, 576K 사주 NPC
• —PharmaOS — 자율 신약 발견 5-step 파이프라인, 14 적응증 / 62 후보
• —NutriOS — 건강기능식품 AI
• —LegalFlow — 법률 환각 제거 Multi-Agent (Darwin-28B-KR-Legal 백본)
• —MOUSE — 코드 에이전트, MAU 1.5M+
• —논문 자동 생성 · LLM 시각화 연구 · Model Galaxy (22,400+ models interactive)

Infrastructure · 인프라

49 NVIDIA GPUs total: 32× Blackwell (NIPA, AETHER training) · 8× H200 · 4× H100 · 1× L40s (PROMETHEUS 47 FPS) · 4× Jetson (edge AI).

Company · 회사 정보

• —Founded · 설립: 2024.03 (Seoul AI Hub 입주)
• —CEO · 대표: 김민식 (Minsik Kim)
• —MAU: 1.5M+ · Annual visits 10M+
• —Revenue partners: 5 (다보링크 · 앤서와이즈 · 지니젠AI · 아이피나우 · 캐스트홀딩스)
• —Public datasets · models: VIDraft · FINAL-Bench
• —Darwin Family Collection: huggingface.co/collections/FINAL-Bench/darwin-family

Toward True AGI · From Korea

VIDRAFT integrates evolutionary model engineering (Darwin), Pre-AGI architecture (AETHER), world simulation (PROMETHEUS), and embodied AI (HEPHAESTUS) into a unified 4-layer stack — Korea's path to True AGI.

Keywords: VIDRAFT, 비드래프트, Darwin, AETHER, Pre-AGI, Korean AI, Korean LLM, K-AI, FINAL Bench, GPQA Diamond, Latin Square Attention, Hybrid Attention, Sovereign AI, Foundation Model Korea, Hugging Face Korea, MoE, Multimodal LLM, Cross-Architecture, Transformer × Mamba, Evolutionary Model Merging, Metacognition.