FINAL_Bench

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company

https://www.vidraft.net

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AI & ML interests

Contact: arxivgpt@gmail.com

Recent Activity

SeaWolf-AI updated a model about 4 hours ago

FINAL-Bench/Darwin-Mistral-G1

SeaWolf-AI updated a model about 4 hours ago

FINAL-Bench/Darwin-Image-v1

SeaWolf-AI updated a model about 4 hours ago

FINAL-Bench/Darwin-9B-Opus

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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

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

8 days ago

• 24

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

19 days ago

• 12

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

23 days ago

• 21

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

about 1 month ago

• 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

🏟️ 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

FINAL-Bench 's Spaces 31

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

AX Diagnostic Leaderboard

🩺

LLM AX diagnostic leaderboard across 7 axes

Model Galaxy

🌌

Darwin family + 2026 trending models on the HF galaxy

PROMETHEUS v1.0 — World Model Interactive Demo

🔥

World-first embodied AI world model

FINAL-Bench Quantum Leaderboard

⚛

Neutral quantum-method benchmark — QEC decoders & more

POCKET-Image Studio

🖼

Perfect text in any language, in any image

Darwin 9B NEG

🧬

Darwin-9B-NEG reasoning model — API-served chat demo

Darwin-35B-A3B-Opus API

🧬

OpenAI-compatible FastAPI for Darwin-35B-A3B-Opus (INT4)

Darwin-31B-Opus

👀

gemma-4-31B-it + gemma-4-31B-it-Claude-Opus-Distill

Darwin 9B Opus

👀

The child surpassed both parents — that is evolution

Gemma-4 Multichat

👀

Gemma 4 — MoE 26B or Dense 31B, Vision, Thinking

Darwin 35B A3B Opus

👀

The child surpassed both parents — that is evolution

Darwin TTS 1.7B Cross

🦀

Darwin-TTS-1.7B-Cross

Sunset Racing Drone

🚁

Fly a 3D racing drone through a sunset track

Car Game

🏃

Race a 3D car through a sunset track

Darwin-4B-david

👀

The child surpassed both parents — that is evolution

FINAL-Bench/Darwin-4B-Opus

👀

gemma-4-31B-it + gemma-4-31B-it-Claude-Opus-Distill

LiteRT-LM

🚀

Run advanced LLMs locally on edge devices with one command

MoneyPrinterV2 - YouTube Shorts Generator

🎬

Generate AI-powered YouTube Shorts videos

Hermes Agent - Data Analysis

🔮

Analyze your CSV/JSON data and get charts with AI

AI & ML interests

Recent Activity

Papers

Articles

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

FINAL-Bench 's Spaces 31 Sort: Recently updated

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

AX Diagnostic Leaderboard

Model Galaxy

PROMETHEUS v1.0 — World Model Interactive Demo

FINAL-Bench Quantum Leaderboard

POCKET-Image Studio

Darwin 9B NEG

Darwin-35B-A3B-Opus API

Darwin-31B-Opus

Darwin 9B Opus

Gemma-4 Multichat

Darwin 35B A3B Opus

Darwin TTS 1.7B Cross

Sunset Racing Drone

Car Game

Darwin-4B-david

FINAL-Bench/Darwin-4B-Opus

LiteRT-LM

MoneyPrinterV2 - YouTube Shorts Generator

Hermes Agent - Data Analysis

FINAL-Bench 's Spaces 31