AI Infrastructure

GPUs, training clusters, MLOps, and deployment

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Machine Learning

Engineering notes: Service-level Mixture-of-Experts + test-verified publishing in a self-improvement loop [R]

We've been running an autonomous problem solver with a closed reasoning loop: observe → hypothesize → write Python transform(grid) → run ...

Reddit - Machine Learning · 1 min ·
Machine Learning

Why production systems keep making “correct” decisions that are no longer right [D]

I’ve been looking at a recurring failure pattern across AI systems in production. Not model failure, or data quality or infrastructure. S...

Reddit - Machine Learning · 1 min ·
Machine Learning

Free 1 year Nvidia api key

NVIDIA limited-time perk: Claim a free 1-year API Key! Hermes Agent now supports integration with the NVIDIA NIM platform, with real-worl...

Reddit - Artificial Intelligence · 1 min ·

All Content

Accelerate ND-Parallel: A guide to Efficient Multi-GPU Training
Open Source Ai

Accelerate ND-Parallel: A guide to Efficient Multi-GPU Training

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Hugging Face Blog · 21 min ·
From Zero to GPU: A Guide to Building and Scaling Production-Ready CUDA Kernels
Open Source Ai

From Zero to GPU: A Guide to Building and Scaling Production-Ready CUDA Kernels

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Hugging Face Blog · 18 min ·
NVIDIA Releases 6 Million Multi-Lingual Reasoning Dataset
Open Source Ai

NVIDIA Releases 6 Million Multi-Lingual Reasoning Dataset

A Blog post by NVIDIA on Hugging Face

Hugging Face Blog · 4 min ·
Make your ZeroGPU Spaces go brrr with ahead-of-time compilation
Open Source Ai

Make your ZeroGPU Spaces go brrr with ahead-of-time compilation

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Hugging Face Blog · 14 min ·
Public AI on Hugging Face Inference Providers 🔥
Open Source Ai

Public AI on Hugging Face Inference Providers 🔥

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Hugging Face Blog · 6 min ·
Scaleway on Hugging Face Inference Providers 🔥
Open Source Ai

Scaleway on Hugging Face Inference Providers 🔥

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Hugging Face Blog · 5 min ·
Machine Learning

17 years in Web DEV want to switch to AI/ML role

Passionate about inference optimization speed and other types of code optimization for CPU and/or RAM usage. Working with Python & GO...

Reddit - ML Jobs · 1 min ·
Machine Learning

Izwi v0.1.0-alpha is out: new desktop app for local audio inference

We just shipped Izwi Desktop + the first v0.1.0-alpha releases. Izwi is a local-first audio inference stack (TTS, ASR, model management) ...

Reddit - Artificial Intelligence · 1 min ·
Machine Learning

We have been building and working on a local AI with memory and persistence

We have built a local model running on a Mac Studio M3 Ultra, 32-core CPU, 80-core GPU, 32-core Neural Engine, 512GB unified memory. With...

Reddit - Artificial Intelligence · 1 min ·
Machine Learning

P ml training cluster for university students

Hi! I'm an exec at a University AI research club. We are trying to build a gpu cluster for our student body so they can have reliable acc...

Reddit - Machine Learning · 1 min ·
Ai Infrastructure

D minimax 25 is out considering local deployment

I recently tried out Minimax 2.5, which just dropped, and from what I’ve heard, the results are pretty impressive. I gave it a go on zenm...

Reddit - Machine Learning · 1 min ·
Ai Infrastructure

D issue with inconsistent outputs in agentic ai

Reddit - Machine Learning · 1 min ·
Accelerating SD Turbo and SDXL Turbo Inference with ONNX Runtime and Olive
Open Source Ai

Accelerating SD Turbo and SDXL Turbo Inference with ONNX Runtime and Olive

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Hugging Face Blog · 9 min ·
Hugging Face Text Generation Inference available for AWS Inferentia2
Open Source Ai

Hugging Face Text Generation Inference available for AWS Inferentia2

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Hugging Face Blog · 9 min ·
How to Build a Healthcare Robot from Simulation to Deployment with NVIDIA Isaac for Healthcare
Open Source Ai

How to Build a Healthcare Robot from Simulation to Deployment with NVIDIA Isaac for Healthcare

A Blog post by NVIDIA on Hugging Face

Hugging Face Blog · 6 min ·
Building a Healthcare Robot from Simulation to Deployment with NVIDIA Isaac
Open Source Ai

Building a Healthcare Robot from Simulation to Deployment with NVIDIA Isaac

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Hugging Face Blog · 8 min ·
OVHcloud on Hugging Face Inference Providers 🔥
Open Source Ai

OVHcloud on Hugging Face Inference Providers 🔥

A Blog post by OVHcloud on Hugging Face

Hugging Face Blog · 5 min ·
The Open Evaluation Standard: Benchmarking NVIDIA Nemotron 3 Nano with NeMo Evaluator
Open Source Ai

The Open Evaluation Standard: Benchmarking NVIDIA Nemotron 3 Nano with NeMo Evaluator

A Blog post by NVIDIA on Hugging Face

Hugging Face Blog · 12 min ·
NVIDIA brings agents to life with DGX Spark and Reachy Mini
Open Source Ai

NVIDIA brings agents to life with DGX Spark and Reachy Mini

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Hugging Face Blog · 12 min ·
NVIDIA Cosmos Reason 2 Brings Advanced Reasoning To Physical AI
Open Source Ai

NVIDIA Cosmos Reason 2 Brings Advanced Reasoning To Physical AI

A Blog post by NVIDIA on Hugging Face

Hugging Face Blog · 6 min ·
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