Community Blog & Articles

Community Articles

How I contributed a new model to the Transformers library using Codex

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

Uncensor any LLM with abliteration

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

"The Child That Surpassed Both Parents Through MRI-Guided Evolutionary Merge"

about 18 hours ago

Mastering Tensor Dimensions in Transformers

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

Code a simple RAG from scratch

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

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

Training mRNA Language Models Across 25 Species for $165

about 23 hours ago

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

From GRPO to DAPO and GSPO: What, Why, and How

Forge: Scalable Agent RL Framework and Algorithm

Qwen3.5: Nobody Agrees on Attention Anymore

NEO-unify: Building Native Multimodal Unified Models End to End

Falcon Perception

Granite 4.0 3B Vision: Compact Multimodal Intelligence for Enterprise Documents

trlreinforcement-learningannouncement

TRL v1.0: Post-Training Library Built to Move with the Field

guideagentsinference-providers

Liberate your OpenClaw

+4

A New Framework for Evaluating Voice Agents (EVA)

Build a Domain-Specific Embedding Model in Under a Day

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

Community Articles

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

How I contributed a new model to the Transformers library using Codex

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

Uncensor any LLM with abliteration

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

"The Child That Surpassed Both Parents Through MRI-Guided Evolutionary Merge"

about 18 hours ago

Mastering Tensor Dimensions in Transformers

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

Code a simple RAG from scratch

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

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

Training mRNA Language Models Across 25 Species for $165

about 23 hours ago

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

From GRPO to DAPO and GSPO: What, Why, and How

Forge: Scalable Agent RL Framework and Algorithm

Qwen3.5: Nobody Agrees on Attention Anymore

NEO-unify: Building Native Multimodal Unified Models End to End

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