Community Blog & Articles

Community Articles

Scaling Indic Pretraining: 2.8 Trillion Tokens and an Open Data Generation Pipeline

Welcome Beam: a 501B open model you can own, customize, and scale

Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint

Welcome Muse Spark Open: open-weight frontier multimodal mixture-of-experts model from Meta

Welcome FLUX.3 Image Klein in Diffusers

HiRO-ACEv2: Simulating extreme weather at 3 km resolution for a fraction of the cost

Run fast, private agents on-device with LFM2.5-24B-A2B

The model that didn't exist, so you made it yourself

Introducing Falcon ASR

The Agent Said It Was Done. The Database Disagreed.

AutoSynthData: Generating Training Data for Enterprise Agents

Open TTS Leaderboard: Scalable Evaluation for Multilingual Text-to-Speech and Voice Cloning

Getting the Source Right, Not Just the Fact: Source-Aware Verification for MCP Agents

Holo4: powering generalist computer-use agents

NEW Articles from Team or Enterprise organizations will get promoted to the main section.

Community Blog & Articles

Impactful scheduling for GPU clusters

The Missing Piece in LLM Memory: Why Long Context and Retrieval Aren't Enough for Belief Revision

UltraBERT: One Encoder for Classification and Retrieval

Tokenmaxxing BERT: 50x faster tokenization

Apertus 1.5 Release Notes

Introducing Lumma-Fev-27B

One Decision Model Instead of a Ranking Team: Short-Video and News Recommendation with autotrust/JEV-27B-VL

ColGrep-Agent: Cutting Frontier Coding Agents’ Tokens by a Third

Falcon OCR Arabic: 270M Parameters State-of-the-Art Arabic OCR

When agents self-improve, what should persist?

UIBK-Embedding-v1: A Dense and a Late-Interaction Retriever in One Model, One Index and One Search

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

New in llama.cpp: Decision Models

One Model Family, Two Gold-Level Results: Fine-Tuning Nemotron for IOI and IMO

LightOnOCR-3: High-Performance OCR and Layout Extraction in One Model

Fine-Tune ASR for Your Domain with NVIDIA Speech Agent Skills

autotrust/JEV-27B-VL: a decision model that learned to see without a single image of training

Multimodal open d1 decision models for the edge

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

Falcon-Emirati: When an LLM Learns the Dialect, the Culture, and the Nuance

Scaling Indic Pretraining: 2.8 Trillion Tokens and an Open Data Generation Pipeline

Welcome Beam: a 501B open model you can own, customize, and scale

Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint

Welcome Muse Spark Open: open-weight frontier multimodal mixture-of-experts model from Meta

Welcome FLUX.3 Image Klein in Diffusers

HiRO-ACEv2: Simulating extreme weather at 3 km resolution for a fraction of the cost

Run fast, private agents on-device with LFM2.5-24B-A2B

The model that didn't exist, so you made it yourself

Introducing Falcon ASR

The Agent Said It Was Done. The Database Disagreed.

AutoSynthData: Generating Training Data for Enterprise Agents

Open TTS Leaderboard: Scalable Evaluation for Multilingual Text-to-Speech and Voice Cloning

Getting the Source Right, Not Just the Fact: Source-Aware Verification for MCP Agents

Holo4: powering generalist computer-use agents

Impactful scheduling for GPU clusters

The Missing Piece in LLM Memory: Why Long Context and Retrieval Aren't Enough for Belief Revision

UltraBERT: One Encoder for Classification and Retrieval

Tokenmaxxing BERT: 50x faster tokenization

Apertus 1.5 Release Notes

Introducing Lumma-Fev-27B

One Decision Model Instead of a Ranking Team: Short-Video and News Recommendation with autotrust/JEV-27B-VL

ColGrep-Agent: Cutting Frontier Coding Agents’ Tokens by a Third

Falcon OCR Arabic: 270M Parameters State-of-the-Art Arabic OCR

When agents self-improve, what should persist?

UIBK-Embedding-v1: A Dense and a Late-Interaction Retriever in One Model, One Index and One Search

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

New in llama.cpp: Decision Models

One Model Family, Two Gold-Level Results: Fine-Tuning Nemotron for IOI and IMO

LightOnOCR-3: High-Performance OCR and Layout Extraction in One Model

Fine-Tune ASR for Your Domain with NVIDIA Speech Agent Skills

autotrust/JEV-27B-VL: a decision model that learned to see without a single image of training

Multimodal open d1 decision models for the edge

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

Falcon-Emirati: When an LLM Learns the Dialect, the Culture, and the Nuance