FINAL_Bench

company

https://www.vidraft.net

AI & ML interests

Contact: arxivgpt@gmail.com

Recent Activity

SeaWolf-AI new activity 21 minutes ago

FINAL-Bench/Darwin-180B-RSI:How good this model is at agentic coding?

SeaWolf-AI updated a collection about 19 hours ago

ZTC Models: JEV ecosystems

SeaWolf-AI updated a collection about 20 hours ago

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Papers

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

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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

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FINAL-Bench 's models 73

FINAL-Bench/Darwin-36B-Opus

Text Generation • 35B • Updated Jul 25 • 404 • 97

FINAL-Bench/Darwin-28B-Opus

Text Generation • 28B • Updated Jul 23 • 69 • • 43

FINAL-Bench/Qwen3.5-35B-A3B-VKAE

Text Generation • Updated Jul 23 • 40

FINAL-Bench/Darwin-398B-JGOS

Text Generation • 403B • Updated Jul 23 • 111 • 38

FINAL-Bench/Darwin-60B-DUO

Text Generation • Updated Jul 23 • 103 • 41

FINAL-Bench/Darwin-28B-Coder

Text Generation • 27B • Updated Jul 23 • 110 • 31

FINAL-Bench/Darwin-28B-REASON

Text Generation • 27B • Updated Jul 23 • 530 • 52

FINAL-Bench/Darwin-28B-KR-Legal

Text Generation • 27B • Updated Jul 23 • 27 • 21

FINAL-Bench/Darwin-9B-MFP4

Text Generation • 7B • Updated Jul 23 • 85 • 22

FINAL-Bench/Darwin-9B-NEG

Text Generation • 10B • Updated Jul 23 • 258 • 58

FINAL-Bench/Darwin-35B-A3B-Opus-Q8-GGUF

Text Generation • 35B • Updated Jul 23 • 170 • 28

FINAL-Bench/Darwin-35B-A3B-Opus

Image-Text-to-Text • 36B • Updated Jul 23 • 248 • 104

FINAL-Bench/Darwin-36B-KR

Text Generation • 36B • Updated Jul 23 • 24 • 14

FINAL-Bench/Darwin-TTS-1.7B-Cross

Text-to-Speech • 2B • Updated Jul 23 • 118 • 53

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

Text Generation • 7B • Updated Jul 23 • 184 • 41

FINAL-Bench/Aether-7B-5Attn

Text Generation • 7B • Updated Jul 23 • 313 • 54

FINAL-Bench/Aether-6B-11Attn-base

Text Generation • 6B • Updated Jul 22 • 196 • 31

FINAL-Bench/AETHER-7B-7Attn-base

Text Generation • 7B • Updated Jul 22 • 356 • 31

FINAL-Bench/JGOS-31B-Citizen-R

Text Generation • 31B • Updated Jul 21 • 20

FINAL-Bench/Darwin-V9-Chimera-4B-SFT

Text Generation • 4B • Updated Jul 21 • 17

FINAL-Bench/Darwin-V9-Chimera-4B

Text Generation • 4B • Updated Jul 21 • 33 • 4

FINAL-Bench/Darwin-Chimera-4B-MoE-2E-PoC

Text Generation • 9B • Updated Jul 4 • 17

FINAL-Bench/Darwin-V9-Chimera-4B-MoE3

9B • Updated Jul 4 • 6

FINAL-Bench/Darwin-36B-Opus-VKAE

Text Generation • Updated Jul 4 • 35

FINAL-Bench/Darwin-Chimera-4B-Gen1

Text Generation • 4B • Updated Jun 19 • 15

FINAL-Bench/Darwin-218B-Delphi

Text Generation • 219B • Updated Jun 3 • 69 • 13

FINAL-Bench/Darwin-218B-Expert

Text Generation • 219B • Updated May 24 • 14

FINAL-Bench/Darwin-218B-Expert-Bio

Text Generation • 219B • Updated May 23 • 16

FINAL-Bench/Darwin-218B-kr

Text Generation • 219B • Updated May 23 • 19

FINAL-Bench/Darwin-28B-KR

Text Generation • 27B • Updated May 15 • 23 • 18