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 14 hours ago

FINAL-Bench/open-discovery-challenge

SeaWolf-AI updated a model about 17 hours ago

FINAL-Bench/ZTC-Judge-4B

SeaWolf-AI updated a model about 17 hours ago

FINAL-Bench/ZTC-Judge-9B

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

Jul 23

• 11

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 6

View 6 collections

spaces 38

Open Discovery Challenge

🧬

Neglected-disease drug leaderboard for AI-designed molecules

FINCHAL Financial Forecasting Challenge

🏁

AI vs human trading contest. $2,000. NVDA, BTC, gold, oil

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

View 38 Spaces

models 68

FINAL-Bench/Darwin-397B-ZTC

Text Generation • 404B • Updated 17 minutes ago • 799 • 31

FINAL-Bench/ZTC-Judge-4B

Text Classification • 5B • Updated about 17 hours ago • 57 • 31

FINAL-Bench/ZTC-Judge-9B

Text Classification • 10B • Updated about 17 hours ago • 451 • 30

FINAL-Bench/ZTC-Judge-27B

Text Classification • 28B • Updated about 17 hours ago • 222 • 34

FINAL-Bench/Darwin-397B-JGOS

Text Generation • 403B • Updated 2 days ago • 238

FINAL-Bench/Darwin-Mistral-G1

Text Generation • 125B • Updated Aug 11 • 82 • 4

FINAL-Bench/Darwin-9B-Opus

Text Generation • 10B • Updated Aug 11 • 90 • 43

FINAL-Bench/Darwin-4B-Opus

Text Generation • 8B • Updated Aug 11 • 79 • 30

FINAL-Bench/Darwin-Image-v1

Text-to-Image • 6B • Updated Aug 11 • 4

FINAL-Bench/Darwin-31B-Opus

Text Generation • 31B • Updated Aug 11 • 136 • • 65

View 68 models

datasets 7

FINAL-Bench/AX-RAY

Viewer • Updated Aug 14 • 117 • 182 • 47

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

Updated Jul 20 • 56 • 29

FINAL-Bench/quantum-leaderboard-assets

Viewer • Updated Jun 14 • 2 • 68 • 1

FINAL-Bench/service-urls

Viewer • Updated May 28 • 1 • 16 • 2

FINAL-Bench/World-Model

Viewer • Updated May 15 • 100 • 409 • 46

FINAL-Bench/ALL-Bench-Leaderboard

Viewer • Updated Mar 10 • 90 • 716 • 26

FINAL-Bench/Metacognitive

Viewer • Updated Feb 27 • 100 • 490 • 106

AI & ML interests

Recent Activity

Papers

Articles

Your model already knows it's wrong. Asking costs 0.06 seconds and zero tokens.

Same bytes, closer to the original: two lines of AutoRound we had wrong

Did the Civilization Emerge, or Was It Recited?

Writing Down the Line Between Luck and Skill

We changed one line and the benchmark score moved 0.21 AUROC

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 6

Open Discovery Challenge

Open Materials Challenge

LEADBOARD - ADMET, Kinase and Toxicity Prediction Benchmark

FINCHAL Financial Forecasting Challenge

Open Discovery Challenge

Open Materials Challenge

LEADBOARD - ADMET, Kinase and Toxicity Prediction Benchmark

FINCHAL Financial Forecasting Challenge

spaces 38 Sort: Recently updated

Open Discovery Challenge

FINCHAL Financial Forecasting 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

models 68 Sort: Recently updated

datasets 7 Sort: Recently updated

spaces 38

models 68

datasets 7