AI Infrastructure

Agentic AI AI Infrastructure

Hugging Face Releases ml-intern: An Open-Source AI Agent that Automates the LLM Post-Training Workflow
ByRicardo April 22, 2026April 22, 2026

Hugging Face has launched ml-intern, an open-source AI agent designed to automate end-to-end post-training workflows for giant language fashions (LLMs). Built on the firm’s smolagents framework, the device can autonomously carry out literature evaluation, dataset discovery, coaching script execution, and iterative analysis — duties that sometimes require vital handbook effort from ML researchers and engineers….

Read More Hugging Face Releases ml-intern: An Open-Source AI Agent that Automates the LLM Post-Training Workflow
Agentic AI AI Infrastructure

A Coding Implementation on Qwen 3.6-35B-A3B Covering Multimodal Inference, Thinking Control, Tool Calling, MoE Routing, RAG, and Session Persistence
ByRicardo April 21, 2026

In this tutorial, we construct an end-to-end implementation round Qwen 3.6-35B-A3B and discover how a contemporary multimodal MoE mannequin can be utilized in sensible workflows. We start by organising the atmosphere, loading the mannequin adaptively primarily based on obtainable GPU reminiscence, and making a reusable chat framework that helps each commonplace responses and express pondering…

Read More A Coding Implementation on Qwen 3.6-35B-A3B Covering Multimodal Inference, Thinking Control, Tool Calling, MoE Routing, RAG, and Session Persistence
Agentic AI AI Infrastructure

A Coding Implementation on Microsoft’s Phi-4-Mini for Quantized Inference Reasoning Tool Use RAG and LoRA Fine-Tuning
ByRicardo April 21, 2026

In this tutorial, we construct a pipeline on Phi-4-mini to discover how a compact but extremely succesful language mannequin can deal with a full vary of recent LLM workflows inside a single pocket book. We start by establishing a secure atmosphere, loading Microsoft’s Phi-4-mini-instruct in environment friendly 4-bit quantization, and then transfer step-by-step via streaming…

Read More A Coding Implementation on Microsoft’s Phi-4-Mini for Quantized Inference Reasoning Tool Use RAG and LoRA Fine-Tuning
AI Infrastructure AI Shorts

OpenAI Scales Trusted Access for Cyber Defense With GPT-5.4-Cyber: a Fine-Tuned Model Built for Verified Security Defenders
ByRicardo April 20, 2026

Cybersecurity has at all times had a dual-use drawback: the identical technical data that helps defenders discover vulnerabilities may also assist attackers exploit them. For AI programs, that stress is sharper than ever. Restrictions meant to forestall hurt have traditionally created friction for good-faith safety work, and it may be genuinely tough to inform whether…

Read More OpenAI Scales Trusted Access for Cyber Defense With GPT-5.4-Cyber: a Fine-Tuned Model Built for Verified Security Defenders
Agentic AI AI Infrastructure

Meet OpenMythos: An Open-Source PyTorch Reconstruction of Claude Mythos Where 770M Parameters Match a 1.3B Transformer
ByRicardo April 20, 2026

Anthropic has by no means revealed a technical paper on Claude Mythos. That has not stopped the analysis group from theorizing. A brand new open-source venture referred to as OpenMythos, launched on GitHub by Kye Gomez, makes an attempt one thing bold: a first-principles theoretical reconstruction of what the Claude Mythos structure may really be,…

Read More Meet OpenMythos: An Open-Source PyTorch Reconstruction of Claude Mythos Where 770M Parameters Match a 1.3B Transformer
AI Infrastructure AI Shorts

A Coding Implementation to Build an AI-Powered File Type Detection and Security Analysis Pipeline with Magika and OpenAI
ByRicardo April 20, 2026April 20, 2026

In this tutorial, we construct a workflow that mixes Magika’s deep-learning-based file kind detection with OpenAI’s language intelligence to create a sensible and insightful evaluation pipeline. We start by organising the required libraries, securely connecting to the OpenAI API, and initializing Magika to classify information instantly from uncooked bytes reasonably than counting on filenames or…

Read More A Coding Implementation to Build an AI-Powered File Type Detection and Security Analysis Pipeline with Magika and OpenAI
Agentic AI AI Infrastructure

A End-to-End Coding Guide to Running OpenAI GPT-OSS Open-Weight Models with Advanced Inference Workflows
ByRicardo April 18, 2026April 18, 2026

In this tutorial, we discover how to run OpenAI’s open-weight GPT-OSS fashions in Google Colab with a powerful deal with their technical habits, deployment necessities, and sensible inference workflows. We start by establishing the precise dependencies wanted for Transformers-based execution, verifying GPU availability, and loading openai/gpt-oss-20b with the proper configuration utilizing native MXFP4 quantization, torch.bfloat16…

Read More A End-to-End Coding Guide to Running OpenAI GPT-OSS Open-Weight Models with Advanced Inference Workflows
AI Infrastructure AI Shorts

A Coding Guide to Build a Production-Grade Background Task Processing System Using Huey with SQLite, Scheduling, Retries, Pipelines, and Concurrency Control
ByRicardo April 18, 2026

In this tutorial, we discover how to construct a absolutely useful background job processing system utilizing Huey immediately, with out counting on Redis. We configure a SQLite-backed Huey occasion, begin a actual client within the pocket book, and implement superior job patterns, together with retries, priorities, scheduling, pipelines, locking, and monitoring by way of indicators….

Read More A Coding Guide to Build a Production-Grade Background Task Processing System Using Huey with SQLite, Scheduling, Retries, Pipelines, and Concurrency Control
AI Infrastructure Cybersecurity

How access models are shaping AI cybersecurity deployment
ByRicardo April 17, 2026

What occurs when superior AI capabilities enter the cybersecurity stack at scale? 💡 Recent developments from Two rising approaches to access As these capabilities mature, completely different deployment methods are taking form. The distinction displays a broader design resolution inside AI cybersecurity. Some platforms emphasize managed distribution, the place access is restricted to a small…

Read More How access models are shaping AI cybersecurity deployment
AI Infrastructure AI Shorts

Building Transformer-Based NQS for Frustrated Spin Systems with NetKet
ByRicardo April 17, 2026

The intersection of many-body physics and deep studying has opened a brand new frontier: Neural Quantum States (NQS). While conventional strategies wrestle with high-dimensional annoyed techniques, the worldwide consideration mechanism of Transformers offers a robust instrument for capturing advanced quantum correlations. In this tutorial, we implement a research-grade Variational Monte Carlo (VMC) pipeline utilizing NetKet…

Read More Building Transformer-Based NQS for Frustrated Spin Systems with NetKet

AI Infrastructure

Hugging Face Releases ml-intern: An Open-Source AI Agent that Automates the LLM Post-Training Workflow

A Coding Implementation on Qwen 3.6-35B-A3B Covering Multimodal Inference, Thinking Control, Tool Calling, MoE Routing, RAG, and Session Persistence

A Coding Implementation on Microsoft’s Phi-4-Mini for Quantized Inference Reasoning Tool Use RAG and LoRA Fine-Tuning

OpenAI Scales Trusted Access for Cyber Defense With GPT-5.4-Cyber: a Fine-Tuned Model Built for Verified Security Defenders

Meet OpenMythos: An Open-Source PyTorch Reconstruction of Claude Mythos Where 770M Parameters Match a 1.3B Transformer

A Coding Implementation to Build an AI-Powered File Type Detection and Security Analysis Pipeline with Magika and OpenAI

A End-to-End Coding Guide to Running OpenAI GPT-OSS Open-Weight Models with Advanced Inference Workflows

A Coding Guide to Build a Production-Grade Background Task Processing System Using Huey with SQLite, Scheduling, Retries, Pipelines, and Concurrency Control

How access models are shaping AI cybersecurity deployment

Building Transformer-Based NQS for Frustrated Spin Systems with NetKet

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