Community Blog & Articles

Community Articles

Run a vLLM Server on HF Jobs in One Command

Which tokens does a hybrid model predict better?

Accelerating Transformers Fine-Tuning with NVIDIA NeMo AutoModel

Introducing the FFASR Leaderboard: Benchmarking ASR in the Real World

Build real agentic apps using CUGA: two dozen working examples on a lightweight harness

Shipping huggingface_hub every week with AI, open tools, and a human in the loop

Experimenting with the proposed Cross-Origin Storage API in Transformers.js

PP-OCRv6 on Hugging Face: 50-Language OCR from 1.5M to 34.5M Parameters

We got local models to triage the OpenClaw repo for FREE!*

MosaicLeaks: Can your research agent keep a secret?

Beyond LoRA: Can you beat the most popular fine-tuning technique?

Is it agentic enough? Benchmarking open models on your own tooling

From the Hugging Face Hub to robot hardware with Strands Agents and LeRobot

GLM-5.2: Built for Long-Horizon Tasks

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

Community Blog & Articles

Building Moon Bot: A Slack-Native Coding Agent Backed by HuggingFace Buckets

Kog Laneformer 2B: The Latency-First Model Behind Kog Inference Engine

VLX-Flow: Continuous Video Understanding for Real-Time Multimodal Interaction

VLX-Seek: Improving VLM Fine-Grained Perception via Region Reference Instead of Coordinate Generation

How to Fine-Tune Nemotron 3.5 ASR for Your Language, Domain, or Accent

Introducing North Mini Code: Cohere’s First Model For Developers

Interhuman’s Goblin: “Yeah, Friday at Five”

VLX-Go: Vision-Language Short-Horizon Waypoint Prediction for Embodied Navigation

Where Does the Signal Live? <br> A Web Data Recipe for Medical Encoder Pretraining

V-Zero

Introduction to State Space Models (SSM)

Uncensor any LLM with abliteration

A Guide to Reinforcement Learning Post-Training for LLMs: PPO, DPO, GRPO, and Beyond

Continuous batching for GRPO, now in TRL

Code a simple RAG from scratch

Diffusion Language Models: The New Paradigm

Party is over: regularizing ColBERT models to fix efficient ANN methods

Machine learning for alien climates: Introducing the ThousandWorlds benchmark

Mastering Tensor Dimensions in Transformers

KV Caching Explained: Optimizing Transformer Inference Efficiency

Run a vLLM Server on HF Jobs in One Command

Which tokens does a hybrid model predict better?

Accelerating Transformers Fine-Tuning with NVIDIA NeMo AutoModel

Introducing the FFASR Leaderboard: Benchmarking ASR in the Real World

Build real agentic apps using CUGA: two dozen working examples on a lightweight harness

Shipping huggingface_hub every week with AI, open tools, and a human in the loop

Experimenting with the proposed Cross-Origin Storage API in Transformers.js

PP-OCRv6 on Hugging Face: 50-Language OCR from 1.5M to 34.5M Parameters

We got local models to triage the OpenClaw repo for FREE!*

MosaicLeaks: Can your research agent keep a secret?

Beyond LoRA: Can you beat the most popular fine-tuning technique?

Is it agentic enough? Benchmarking open models on your own tooling

From the Hugging Face Hub to robot hardware with Strands Agents and LeRobot

GLM-5.2: Built for Long-Horizon Tasks

Building Moon Bot: A Slack-Native Coding Agent Backed by HuggingFace Buckets

Kog Laneformer 2B: The Latency-First Model Behind Kog Inference Engine

VLX-Flow: Continuous Video Understanding for Real-Time Multimodal Interaction

VLX-Seek: Improving VLM Fine-Grained Perception via Region Reference Instead of Coordinate Generation

How to Fine-Tune Nemotron 3.5 ASR for Your Language, Domain, or Accent

Introducing North Mini Code: Cohere’s First Model For Developers

Interhuman’s Goblin: “Yeah, Friday at Five”

VLX-Go: Vision-Language Short-Horizon Waypoint Prediction for Embodied Navigation

Where Does the Signal Live? <br> A Web Data Recipe for Medical Encoder Pretraining

V-Zero

Introduction to State Space Models (SSM)

Uncensor any LLM with abliteration

A Guide to Reinforcement Learning Post-Training for LLMs: PPO, DPO, GRPO, and Beyond

Continuous batching for GRPO, now in TRL

Code a simple RAG from scratch

Diffusion Language Models: The New Paradigm

Party is over: regularizing ColBERT models to fix efficient ANN methods

Machine learning for alien climates: Introducing the ThousandWorlds benchmark

Mastering Tensor Dimensions in Transformers

KV Caching Explained: Optimizing Transformer Inference Efficiency