Community Blog & Articles

Community Articles

Introducing Cohere-transcribe: state-of-the-art speech recognition

KV Caching Explained: Optimizing Transformer Inference Efficiency

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

about 20 hours ago

Raw Robot Video to VLA-Ready Training Data: Annotating LeRobot Datasets with Nomadic and HuggingFace Buckets

Uncensor any LLM with abliteration

SynthVision: Building a 110K Synthetic Medical VQA Dataset with Cross-Model Validation

Introducing SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding

Nemotron 3 Nano 4B: A Compact Hybrid Model for Efficient Local AI

Mastering Tensor Dimensions in Transformers

Expanding the Alpamayo Open Platform for Developing Reasoning AVs Across Models, Data, and Simulation

Code a simple RAG from scratch

LoRA Fine-Tuning BitNet b1.58 LLMs on Heterogeneous Edge GPUs via QVAC Fabric

Forge: Scalable Agent RL Framework and Algorithm

Qwen3.5: Nobody Agrees on Attention Anymore

Build an Agent That Thinks Like a Data Scientist: How We Hit #1 on DABStep with Reusable Tool Generation

ORBA: Orthogonal Reflection Bounded Ablation — A Geometrically Exact Detour in Directional Activation Editing

Introduction to State Space Models (SSM)

G2P Shrinks Speech Models

Navigating the RLHF Landscape: From Policy Gradients to PPO, GAE, and DPO for LLM Alignment

Small Language Models (SLM): A Comprehensive Overview

guideagentsinference-providers

Liberate your OpenClaw

+4

A New Framework for Evaluating Voice Agents (EVA)

Build a Domain-Specific Embedding Model in Under a Day

What's New in Mellea 0.4.0 + Granite Libraries Release

State of Open Source on Hugging Face: Spring 2026

Holotron-12B - High Throughput Computer Use Agent

hubstorageannouncement

Introducing Storage Buckets on the Hugging Face Hub

+8

Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries

+5

guidedistributed-trainingaccelerate

Ulysses Sequence Parallelism: Training with Million-Token Contexts

lerobotrobotics

LeRobot v0.5.0: Scaling Every Dimension

+6

Bringing Robotics AI to Embedded Platforms: Dataset Recording, VLA Fine‑Tuning, and On‑Device Optimizations

open-sourcediffusersgenerative

Introducing Modular Diffusers - Composable Building Blocks for Diffusion Pipelines

PRX Part 3 — Training a Text-to-Image Model in 24h!

mixture-of-expertsoptimizationtransformers

Mixture of Experts (MoEs) in Transformers

+3

February 26, 2026

Community Articles

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

Introducing Cohere-transcribe: state-of-the-art speech recognition

KV Caching Explained: Optimizing Transformer Inference Efficiency

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

about 20 hours ago

Raw Robot Video to VLA-Ready Training Data: Annotating LeRobot Datasets with Nomadic and HuggingFace Buckets

Uncensor any LLM with abliteration

SynthVision: Building a 110K Synthetic Medical VQA Dataset with Cross-Model Validation

Introducing SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding

Nemotron 3 Nano 4B: A Compact Hybrid Model for Efficient Local AI

Mastering Tensor Dimensions in Transformers

Expanding the Alpamayo Open Platform for Developing Reasoning AVs Across Models, Data, and Simulation

Code a simple RAG from scratch

LoRA Fine-Tuning BitNet b1.58 LLMs on Heterogeneous Edge GPUs via QVAC Fabric

Forge: Scalable Agent RL Framework and Algorithm

Qwen3.5: Nobody Agrees on Attention Anymore

Build an Agent That Thinks Like a Data Scientist: How We Hit #1 on DABStep with Reusable Tool Generation

ORBA: Orthogonal Reflection Bounded Ablation — A Geometrically Exact Detour in Directional Activation Editing

Introduction to State Space Models (SSM)

G2P Shrinks Speech Models

Navigating the RLHF Landscape: From Policy Gradients to PPO, GAE, and DPO for LLM Alignment

Small Language Models (SLM): A Comprehensive Overview

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