AI OpenFree - DEV Community

AI OpenFree

Nov 13

Which Weather Model Is Most Accurate? We Score Them Every Day, in the Open

#ai #machinelearning #weather #opensource

5 min read

AI OpenFree

Nov 13

How a 180B Open Model Outscored a 2.8T Model in Math and Science Reasoning: Strength Merging Plus Model-Level RSI

#ai #llm #machinelearning #opensource

3 min read

AI OpenFree

Nov 11

ViKernel: VIDRAFT's Weight-Native LLM OS with Built-In Compute Circuits and a Kill Switch

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 10

Metacognition Leaderboard for LLMs: JGENai VIDRAFT Launch a Benchmark That Measures Self-Error Detection, Not Just Accuracy

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 10

Darwin-180B-RSI-R3: Top Open-Weight Model on SuperCLUE November 2026, Outscoring Gemini and DeepSeek in Math & Science

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Nov 10

Korean AI Startup VIDRAFT Hits #1 on Google's Fast Gemma Challenge with 6 Inference Speedup

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 9

VIDRAFT's Darwin-180B-RSI Tops Legal Reasoning Benchmarks LEXam and LEXam-hard — Without Legal Training Data

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 9

Darwin-180B-RSI-R3: Open-Weight MoE Scores #2 on SuperCLUE Math & Science Reasoning, Beating Gemini and Grok

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 9

The benchmark wrote it in its own headline: Korea's Darwin on the board for the first time

#ai #llm #benchmarks #evaluation

4 min read

AI OpenFree

Nov 8

ViKernel: Embedding Kill Switches, Behavioral Rules, and Audit Chains Directly Into Model Weights

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 8

Darwin-180B-RSI-R3: VIDRAFT Releases Weights for Its Recursively Self-Improved 180B MoE Reasoning Model

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 7

Backdoored Agents Pass All Scans: VIDRAFT's ViKernel Blocks 290/290 `curl|bash` Payloads at Execution Time

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 7

Darwin-180B-RSI: VIDRAFT's Open-Weight MoE Reasoning Model Hits #2 on SuperCLUE and #1 on GPQA Diamond

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 6

Darwin-180B-RSI-R3: VIDRAFT's Self-Improving MoE Model Hits #2 in Math & Science Reasoning Globally

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 6

Darwin-180B-RSI: How a 180B-Parameter Model Was Updated by Modifying Just 0.02% of Its Weights

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 6

ViKernel's Action-Permission Boundary: What VIDRAFT's 661-Run Internal Test Actually Tells Engineers

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 5

VIDRAFT Darwin-180B-RSI-R3 Appears on SuperCLUE November 2026 Leaderboard Alongside Frontier Models

#ai #machinelearning #opensource #llm

3 min read

AI OpenFree

Nov 5

Darwin-180B-RSI Ranks #1 Open-Weight Model in Math and Science Reasoning on SuperCLUE (Nov 2026)

#ai #llm #benchmark #machinelearning

5 min read

AI OpenFree

Nov 5

Qwen Still Takes Half of Open-LLM Downloads: What Changed in the Hugging Face Top 300 Since September

#ai #opensource #llm #datascience

1

12 min read

AI OpenFree

Nov 4

VIDRAFT POCKET: Running a 180B MoE Model on an 8 GB VRAM Laptop — 3.15M Downloads and Counting

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 4

ViKernel Blocks All 290 Backdoor Payloads That Slipped Past 24 Standard Model Scans

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 3

VIDRAFT's ByiKernel: A Security OS Embedded Directly Inside AI Model Weights

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 3

ViKernel: VIDRAFT's Weight-Native OS Embeds an AI-Proof Kill Switch Directly in Model Weights

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 2

ViKernel: VIDRAFT Embeds an OS-Level Kill Switch Directly Into LLM Weights

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 1

ViKernel: VIDRAFT Embeds a Weight-Native OS and Kill Switch Directly Inside AI Model Files

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Nov 1

ViKernel: An Operating System and Kill Switch That Live Inside the AI Model (Live Demo)

#ai #security #llm #opensource

4 min read

AI OpenFree

Nov 1

POCKET-35B-GGUF: Running a 35-Billion-Parameter LLM on CPU Without a GPU

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Nov 1

Run a 35B to 180B LLM Without a GPU: VIDRAFT POCKET Passes 3.15 Million Downloads

#ai #machinelearning #llm #edgeai

7 min read

AI OpenFree

Oct 31

Hugging Face Open-Source Team Donates a Demo for VIDRAFT's Darwin-35B-ZTC-Vision Decision AI — No GPU Required

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 30

ViSQL: VIDRAFT's Execution-Verified NL2SQL Engine Hits 83.80% on BIRD Mini-Dev, Surpassing the Public Leaderboard

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 30

VIDRAFT's Chitos Engine Builds Full Coverage for Korea's 17-Item Financial AI Security Evaluation Standard

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 30

VIDRAFT in the Korean Press, 30 October 2026: ViSQL, NPU Pretraining, Chitos, a Hugging Face Demo and a Benchmark Analysis

#news #ai #korea #huggingface

3 min read

AI OpenFree

Oct 29

VIDRAFT NL2SQL Engine Scores 83.80 on BIRD Mini-Dev, Above the Current #1, and Opens a Public Demo

#ai #sql #database #llm

3 min read

AI OpenFree

Oct 28

Hugging Face's Open-Source Team Built a Free Demo for Darwin-35B-ZTC-Vision

#ai #machinelearning #opensource #computervision

4 min read

AI OpenFree

Oct 27

AI Agents Now Hack on Their Own. Is Your Website Ready? A Free 1-Minute Security, SEO and AI-Visibility Check

#security #webdev #seo #ai

4 min read

AI OpenFree

Oct 26

Can an Inference-Only NPU Pretrain an LLM? We Trained 325M Parameters from Zero and Matched a B200

#ai #machinelearning #llm #hardware

4 min read

AI OpenFree

Oct 24

AI Hacking in 2026: What Changed, and How Defense Has to Change With It

#security #ai #appsec #llm

3 min read

AI OpenFree

Oct 23

VIDRAFT's FINAL-Bench Claims 11 of 44 Categories on Hugging Face's Verified Leaderboard Audit

#ai #machinelearning #opensource #llm

3 min read

AI OpenFree

Oct 23

Chitos: An AI Security Audit Engine That Understands the Attack

#security #ai #llm #appsec

3 min read

AI OpenFree

Oct 21

Why Long bf16 Training Runs Stall: The Residual Stream Has No Room for Small Updates

#ai #machinelearning #pytorch #llm

8 min read

AI OpenFree

Oct 20

A Decision Model That Writes Nothing Just Took #1 on a 137-Benchmark Board

#ai #llm #agents #machinelearning

4 min read

AI OpenFree

Oct 19

Darwin-180B-RSI Tops MMLU-Pro and GPQA Diamond on AIhoster's Independent Open-Model Benchmark Board

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 19

Five Open Science Challenges Where a Verifier, Not the Submitter, Decides the Score

#ai #science #benchmarks #agents

2 min read

AI OpenFree

Oct 18

Six Open-Source Projects from VIDRAFT, Now on GitHub

#opensource #ai #llm #github

2 min read

AI OpenFree

Oct 16

VIDRAFT's VKORE Enables Full Model Pre-Training on Inference-Only NPUs — 0.99 Loss Correlation with GPU Baselines

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 16

Darwin-27B-ZTC-v5 Tops the Typed Decisions Leaderboard with a 0.81 Accuracy Score

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 15

VIDRAFT Trains a 46M-Parameter Model Entirely on Inference-Only NPUs — No CUDA Required

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 15

Who Holds #1 on Every Hugging Face Official Benchmark? A Live Index

#machinelearning #ai #benchmarks #opensource

2 min read

AI OpenFree

Oct 15

VKORE: LoRA Training on Inference-Only NPUs with 3.8 Inference Speedup and 0.9999 PyTorch Parity

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 15

VIDRAFT Trains a Language Model from Scratch on NPUs — No GPUs Required

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 14

Training an LLM from Scratch on Inference-Only NPUs — No GPU Required

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Oct 14

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

#ai #machinelearning #npu #llm

1

3 min read

AI OpenFree

Oct 14

Open Quantum Challenge: GPU-Accelerated Quantum Simulation Meets Open Benchmarking (FINAL-Bench & VIDRAFT)

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 14

Trained Only in English, #1 in Japanese Too: Darwin ZTC on S1MB

#ai #machinelearning #llm #benchmark

3 min read

AI OpenFree

Oct 13

VKORE: VIDRAFT's Software Stack That Brings AI Training to Inference-Only NPUs

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Oct 13

VIDRAFT's VKORE: An NPU Acceleration Software Layer That Unlocks Both Inference and Training on Non-GPU Hardware

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 13

Training Transformers on 'Inference-Only' NPUs: How VKORE Reached 0.9999 Parity

#ai #machinelearning #llm #hardware

4 min read

AI OpenFree

Oct 12

Model-Level RSI: What It Means When a Model Improves Its Own Weights

#ai #machinelearning #llm #benchmark

3 min read

AI OpenFree

Oct 12

Darwin-27B-ZTC-v2: VIDRAFT's Open-Weights Answer to the Typed Decision Model Problem in Agent Graphs

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 11

A $7.5B Startup Says Agents Shouldn't Ask an LLM to Decide. A Blog Just Named Our Open Model as the Alternative.

#ai #machinelearning #llm #opensource

3 min read

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