FINAL_Bench

Team

company

https://www.vidraft.net

Activity Feed

AI & ML interests

Contact: arxivgpt@gmail.com

Recent Activity

SeaWolf-AI updated a Space about 7 hours ago

FINAL-Bench/open-discovery-challenge

SeaWolf-AI updated a collection 5 days ago

Armoring Models

SeaWolf-AI updated a collection 5 days ago

Armoring Models

View all activity

Papers

Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning

View all Papers

Articles

POCKET: a 35-billion-parameter model that runs on your iPhone — and on your PC with no GPU

28 days ago

• 12

Aether-7B-5Attn: A 100% Open-Source Sovereign Foundation Model — and a Controlled Experiment in Heterogeneous Attention

Jul 19

• 21

VKUE: No GPU? Runs Anyway — a 34.7B Reasoner on a Laptop and on Bare CPU

Jul 12

• 17

Quantum Cryptanalysis on Real Hardware: Pushing Symmetric-Structure Key Recovery Beyond the Published Frontier

Jul 5

• 15

Adding a GPU Without Building One

Jul 3

• 17

Chitos: From Detection to Proof — An Autonomous Security AI That Actually Exploits

Jun 29

• 19

FINAL-Bench Quantum: An Open, Neutral Benchmark for Quantum-Computing Methods

Jun 14

• 17

Training-Free Reasoning at 88.89% on GPQA Diamond: How Darwin Family Hit Frontier Scores Without a Single Gradient Step

May 15

• 18

Darwin-TTS: We Gave a TTS Model 3% of an LLM's Brain — It Started Showing Emotion

Apr 15

• 13

"Darwin-27B-Opus: Surpassing the Foundation Model Without Training"

Apr 13

• 16

Darwin V6: Diagnostic-Guided Evolutionary Model Merging

Apr 8

• 12

"The Child That Surpassed Both Parents Through MRI-Guided Evolutionary Merge"

Mar 31

• 15

Introducing WM Bench: A Benchmark for Cognitive Intelligence in World Models

Mar 29

• 13

🏟️ Smol AI WorldCup: A 5-Axis Benchmark That Reveals What Small Language Models Can Really Do

Mar 10

• 38

MARL: Runtime Middleware That Reduces LLM Hallucination Without Fine-Tuning

Mar 9

• 16

Structural Problems in AI Benchmarking and the Case for a Unified Evaluation Framework

Mar 8

• 12

Do Bubbles Form When Tens of Thousands of AIs Simulate Capitalism?

Feb 24

• 17

FINAL Bench: The Real Bottleneck to AGI Is Self-Correction

Feb 21

• 20

View all articles

Collections 4

View 4 collections

spaces 33

Open Discovery Challenge

🧬

Neglected-disease drug leaderboard for AI-designed molecules

POCKET-26B vs Bonsai · CPU (Gemma4-based)

⚔

BONSAI vs POCKET — 26B Gemma4 MoE out-runs a 27B on CPU

POCKET vs Bonsai · CPU

⚔

BONSAI vs POCKET — 35B MoE out-runs the top 1-bit 27B on CPU

Aether-7B-5Attn — 100% Open-source Foundation Model: Sovereign AI

🌏

100% open-source sovereign foundation model (Apache-2.0)

VKIE — VIDRAFT Kernel Inference Engine

🚄

VKIE (비키) — VKAE accelerates, VKUE saves, VKIE maximizes

VKUE Efficiency Leaderboard

🌐

Serve frontier-class models on minimal hardware — VKUE

View 33 Spaces

models 65

FINAL-Bench/Darwin-Mistral-G1

Text Generation • 125B • Updated 9 days ago • 132 • 4

FINAL-Bench/Darwin-9B-Opus

Text Generation • 10B • Updated 9 days ago • 288 • 39

FINAL-Bench/Darwin-4B-Opus

Text Generation • 8B • Updated 9 days ago • 195 • 28

FINAL-Bench/Darwin-Image-v1

Text-to-Image • 6B • Updated 9 days ago • 16

FINAL-Bench/Darwin-31B-Opus

Text Generation • 31B • Updated 9 days ago • 358 • • 59

FINAL-Bench/Darwin-4B-David

Text Generation • 8B • Updated 9 days ago • 331 • 57

FINAL-Bench/Darwin-4B-Genesis

Text Generation • 8B • Updated 9 days ago • 1.35k • 61

FINAL-Bench/Darwin-27B-Opus

Text Generation • 28B • Updated 9 days ago • 16 • 41

FINAL-Bench/Darwin-27B-KR

Text Generation • 28B • Updated 9 days ago • 181

FINAL-Bench/JGOS-125B-Q4

Image-Text-to-Text • 125B • Updated 22 days ago • 39 • 1

View 65 models

datasets 7

FINAL-Bench/AX-RAY

Viewer • Updated 7 days ago • 117 • 685 • 47

FINAL-Bench/Aether-7B-5Attn-checkpoints

Updated Jul 20 • 147 • 28

FINAL-Bench/quantum-leaderboard-assets

Viewer • Updated Jun 14 • 2 • 68 • 1

FINAL-Bench/service-urls

Viewer • Updated May 28 • 1 • 45 • 2

FINAL-Bench/World-Model

Viewer • Updated May 15 • 100 • 572 • 42

FINAL-Bench/ALL-Bench-Leaderboard

Viewer • Updated Mar 10 • 90 • 954 • 26

FINAL-Bench/Metacognitive

Viewer • Updated Feb 27 • 100 • 679 • 101

AI & ML interests

Recent Activity

Papers

Articles

Who Tells You Whether the Molecule Your AI Just Designed Is Any Good?

AX-Ray, Finding Causal-Leakage Defects in Two General-Purpose Public Models

The Fast Gemma Challenge: our verified-SOTA recipe, in full

POCKET: a 35-billion-parameter model that runs on your iPhone — and on your PC with no GPU

Aether-7B-5Attn: A 100% Open-Source Sovereign Foundation Model — and a Controlled Experiment in Heterogeneous Attention

VKUE: No GPU? Runs Anyway — a 34.7B Reasoner on a Laptop and on Bare CPU

Quantum Cryptanalysis on Real Hardware: Pushing Symmetric-Structure Key Recovery Beyond the Published Frontier

Adding a GPU Without Building One

Chitos: From Detection to Proof — An Autonomous Security AI That Actually Exploits

FINAL-Bench Quantum: An Open, Neutral Benchmark for Quantum-Computing Methods

Training-Free Reasoning at 88.89% on GPQA Diamond: How Darwin Family Hit Frontier Scores Without a Single Gradient Step

Darwin-TTS: We Gave a TTS Model 3% of an LLM's Brain — It Started Showing Emotion

"Darwin-27B-Opus: Surpassing the Foundation Model Without Training"

Darwin V6: Diagnostic-Guided Evolutionary Model Merging

"The Child That Surpassed Both Parents Through MRI-Guided Evolutionary Merge"

Introducing WM Bench: A Benchmark for Cognitive Intelligence in World Models

🏟️ Smol AI WorldCup: A 5-Axis Benchmark That Reveals What Small Language Models Can Really Do

MARL: Runtime Middleware That Reduces LLM Hallucination Without Fine-Tuning

Structural Problems in AI Benchmarking and the Case for a Unified Evaluation Framework

Do Bubbles Form When Tens of Thousands of AIs Simulate Capitalism?

FINAL Bench: The Real Bottleneck to AGI Is Self-Correction

Team members 1

Collections 4

Aether-7B-5Attn — 100% Open-source Foundation Model: Sovereign AI

Aether-7B-5Attn — 100% Open-source Foundation Model: Sovereign AI

spaces 33 Sort: Recently updated

Open Discovery Challenge

POCKET-26B vs Bonsai · CPU (Gemma4-based)

POCKET vs Bonsai · CPU

Aether-7B-5Attn — 100% Open-source Foundation Model: Sovereign AI

VKIE — VIDRAFT Kernel Inference Engine

VKUE Efficiency Leaderboard

models 65 Sort: Recently updated

datasets 7 Sort: Recently updated

spaces 33

models 65

datasets 7