FINAL_Bench

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https://www.vidraft.net

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AI & ML interests

Contact: arxivgpt@gmail.com

Recent Activity

SeaWolf-AI updated a collection about 2 hours ago

HF Ofiicial Benchs

SeaWolf-AI updated a collection about 2 hours ago

HF Ofiicial Benchs

SeaWolf-AI updated a collection about 2 hours ago

HF Ofiicial Benchs

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Papers

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

View all Papers

Articles

Pretraining a 325M Language Model from Zero on an Inference-Only NPU

4 days ago

• 9

Backpropagation on an Inference-Only NPU: Pretraining VKORE-46M-NPU From Scratch

16 days ago

• 10

The Open Quantum Challenge: Quantum Simulation and QEC Decoding on Classical GPUs

19 days ago

• 7

Open Superconductor Challenge: Help Discover the Next 2D Superconductor — From Your Laptop

about 1 month ago

• 8

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

Sep 20

• 9

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

Sep 14

• 8

Did the Civilization Emerge, or Was It Recited?

Aug 31

• 8

Writing Down the Line Between Luck and Skill

Aug 24

• 11

We changed one line and the benchmark score moved 0.21 AUROC

Aug 22

• 12

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

Aug 15

• 8

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

Aug 14

• 10

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

Aug 3

• 21

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

Jul 23

• 8

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

Jul 19

• 18

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

Jul 12

• 14

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

Jul 5

• 12

Adding a GPU Without Building One

Jul 3

• 14

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

Jun 29

• 16

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

Jun 14

• 14

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

May 15

• 17

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

• 10

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

Mar 31

• 13

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

Mar 29

• 11

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

Mar 10

• 36

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

Mar 9

• 15

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

Mar 8

• 10

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

Feb 24

• 15

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

Feb 21

• 18

View all articles

FINAL-Bench 's papers 1

Submitted by

seawolf

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

FINAL_Bench

AI & ML interests

Recent Activity

Papers

Articles

Pretraining a 325M Language Model from Zero on an Inference-Only NPU

Backpropagation on an Inference-Only NPU: Pretraining VKORE-46M-NPU From Scratch

The Open Quantum Challenge: Quantum Simulation and QEC Decoding on Classical GPUs

Leading the System One Mosaic Benchmark: What Darwin-27B-ZTC-v2's #1 Means

Darwin-27B-ZTC: A Single-Pass Judge and a Quantitative Look at Its Calibration

Data-center AI, now on a laptop — POCKET-Darwin-180B

Open Superconductor Challenge: Help Discover the Next 2D Superconductor — From Your Laptop

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

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