AI OpenFree - DEV Community

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

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

AI OpenFree

Oct 11

Open Quantum Challenge (Season 1 & 2): Benchmark Quantum Algorithms on GPU Without a Quantum Computer

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 11

S1MB Number One: A Zero-Token Judge That Won the Decision-Engine Leaderboard

#ai #machinelearning #llm #opensource

1

2 min read

AI OpenFree

Oct 10

a16z Bet $870M on Typed, Machine-Native AI. Here Is the Open, Benchmark-Proven Version

#ai #machinelearning #llm #opensource

3 min read

AI OpenFree

Oct 9

VIDRAFT Darwin ZTC v2 Takes #1 on S1MB Leaderboard, Beating 102 Models Including Official Open JEV

#ai #machinelearning #opensource #llm

3 min read

AI OpenFree

Oct 9

ONGRID: GraphRAG에 '검증'을 더하다 (제로토큰 판정)

#ai #machinelearning #opensource #llm

1 min read

AI OpenFree

Oct 9

ONGRID: adding zero-token verification to GraphRAG

#ai #machinelearning #opensource #llm

2 min read

AI OpenFree

Oct 9

Darwin-27B-ZTC-v2 is #1 on the S1MB decision-engine leaderboard

#ai #machinelearning #llm #benchmarks

1

2 min read

AI OpenFree

Oct 9

OSC-Superconductor: A Public AI Training Dataset for Superconductor Research, Now Listed on SAVRN

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Oct 8

VIDRAFT at Smart Life Week 2026: What Engineers Need to Know About the Korean Pre-AGI Startup's Global Expansion

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 8

When More Robot Data Hurts: a Closed-Loop Test of Data Curation

#ai #machinelearning #robotics #datascience

2 min read

AI OpenFree

Oct 8

VIDRAFT QuantumOS Listed in Entangled Future's 2026 Global Quantum Computing Directory

#ai #machinelearning #opensource #llm

3 min read

AI OpenFree

Oct 8

Running a 180B Model on a Gaming Laptop: POCKET-Darwin-180B

#ai #machinelearning #llm #opensource

2 min read

AI OpenFree

Oct 7

VIDRAFT Selected as Enterprise User of Quantinuum's Quantum Computing Platform

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 7

AX-RAY: VIDRAFT's Agent Safety Benchmark Flags 92% of Tested LLMs as Dangerous in Agentic Contexts

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 6

Running a 180B-Parameter MoE Model on a Gaming Laptop: VIDRAFT's POCKET-Darwin-180B-GGUF

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 6

How Model-Level RSI Works: Darwin-180B-RSI Learns From Problems It Can Check, Not From Human Answers

#ai #llm #machinelearning #research

6 min read

AI OpenFree

Oct 6

VIDRAFT Selected to Use Quantinuum's Nexus and H-Series: What It Means When an AI Lab Gets Real Quantum Hardware

#ai #quantum #llm #research

1

6 min read

AI OpenFree

Oct 6

VIDRAFT Tops 10 Hugging Face Official Leaderboards — A Real-Time Map of All 48 Benchmarks Is Now Public

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 6

Open 180B Model Leads 10 Official Hugging Face Leaderboards, and the Zero-Token Judge Behind It

#ai #llm #opensource #huggingface

6 min read

AI OpenFree

Oct 5

Darwin-180B-RSI Tops Swiss Legal Reasoning Benchmarks Without Domain-Specific Training

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 5

ModelScope's Mirror Strategy: What Korean AI Benchmark FINAL-Bench's Experience Tells Developers About Cross-Platform Model Distribution

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 4

Hugging Face official benchmarks: the complete list (48) and how their leaderboards work

#huggingface #llm #benchmark #machinelearning

4 min read

AI OpenFree

Oct 2

Running a 180B-Parameter LLM on a Laptop Without a GPU: VIDRAFT's POCKET-Darwin-180B

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 2

VIDRAFT's AX-RAY AI Safety Diagnostic Platform Earns Alibaba ModelScope "Research Institution" Certification — Here's What Engineers Need to Know

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 1

Darwin-180B-RSI: How VIDRAFT's Recursive Self-Improvement Model Topped 7 Hugging Face Leaderboards — Without Legal Training Data

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Oct 1

Darwin-180B-RSI Tops Global Legal Reasoning Benchmarks — Without Ever Training on Legal Data

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 30

VIDRAFT Darwin-180B-RSI Tops 5 Hugging Face Leaderboards: AIME & HMMT Perfect Scores, 94.44% on GPQA Diamond

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Sep 29

Darwin-180B-RSI: VIDRAFT's Recursive Self-Improvement MoE Model Claims Five Leaderboard Tops

#ai #machinelearning #opensource #llm

2

4 min read

AI OpenFree

Sep 29

VIDRAFT Beats Global Big Tech on Five AI Benchmarks Simultaneously

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Sep 28

Korean startup's open 180B model tops five Hugging Face official leaderboards, including perfect AIME 2026 and HMMT 2026 scores

#ai #llm #opensource #machinelearning

3 min read

AI OpenFree

Sep 28

Reading an official Hugging Face leaderboard: protocols, majority vote and reproducibility

#ai #llm #datascience #opensource

1

2 min read

AI OpenFree

Sep 28

Darwin: evolving a 180B parent model by changing 0.02% of it

#machinelearning #llm #opensource #ai

2 min read

AI OpenFree

Sep 28

Perfect scores on AIME 2026 and HMMT 2026: what an open 180B model got right, and why thinking budget mattered

#ai #llm #math #machinelearning

2 min read

AI OpenFree

Sep 23

South Korea's Government–Naver Consortium Is Building Dual 700B-Class Cybersecurity-Specialized AI Models with 4,512 GPUs

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Sep 20

JEV vs ZTC: Statistically Tied on Accuracy, 1.4 Points Apart Where It Counts

6 min read

AI OpenFree

Sep 20

Which LLM Answer Verifier Is Most Accurate? 13 Systems, One Test Set, Published Labels.

6 min read

AI OpenFree

Sep 20

How Do You Compare LLM Answer Verifiers? Run ZTC, JEV and Laya on the Same Answer.

1

4 min read

AI OpenFree

Sep 20

We Tested 13 Answer Verifiers. A Baseline That Only Counts Characters Beat 8 of Them.

1

6 min read

AI OpenFree

Sep 20

They Put 7 Attention Mechanisms on a Latin Square. Then Removed Them One by One.

5 min read

AI OpenFree

Sep 17

Korean-Language AI Quality Leaderboard: 426 OpenRouter Models Benchmarked Across 7 Korean-Specific Dimensions

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 15

VIDRAFT POCKET-35B: A 35B-Parameter On-Device LLM That Hits 1M Hugging Face Downloads in 7 Weeks — No GPU Required

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Sep 15

We ranked the top 300 open LLMs by real downloads. 66% of them are Chinese.

#opensource #machinelearning #datascience #llm

1

3 min read

AI OpenFree

Sep 15

VIDRAFT's Darwin Factory: Model-Merging AI Foundry That Ships Custom LLMs in One Day

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 14

126 neurons out of 173,023 carry the fly's danger signal — and we built a browser demo that lets you cut them

#showdev #neuroscience #webgl #datascience

1

4 min read

AI OpenFree

Sep 14

AX-RAY & K-MYTHOS: Inside Korea's Consortium-Built Security-Specialized AI Foundation Model

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 12

VIDRAFT's PharmaOS Closes the Loop: AI Drug Discovery Gets Cell-Level Experimental Validation

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Sep 12

VIDRAFT's AX-RAY: Diagnosing Causal Leakage in AI Models — Now Powering a 700B-Parameter Cybersecurity Foundation Model

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 12

VIDRAFT & Naver Cloud Join Korea's Ministry of Science ICT-Backed Security-Specialized AI Initiative, Bringing AX-RAY Technology to the Stack

#ai #machinelearning #opensource #llm

1

4 min read

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