#Qwen

Local AI Code Completion in VS Code with Qwen2.5-Coder and Ollama

Wire Qwen2.5-Coder through Ollama and Continue for private, offline autocomplete and chat in VS Code.

Tutorial · 1w ago0

Your SSD Is the New VRAM for Local LLMs

Swiftlet streams sparse Qwen experts off disk, fitting an 80B model into 4.3 GB of Mac RAM.

Article · 1w ago1

Your SSD Is the New VRAM

Swiftlet streams MoE experts from SSD, fitting an 80B Qwen in 4.3GB of RAM — and a 35B on an iPhone.

Article · 1w ago1

Qwen's 16-Day Coding Run Sets a New Bar for Receipts

The public git trace matters more than the model — and the orchestration harness is the part worth stealing.

Article · 1w ago0

Hetzner Is Quietly Commoditizing LLM Inference

A free, OpenAI-compatible endpoint from Europe's cheapest host says more about inference margins than any benchmark.

Article · 2w ago1

Nested RL Agents That Write Real Training Jobs

Open weights, real Runpod jobs, and held-out transfer make meta-RL a forkable template, not theater.

Article · 4w ago5

The Real Cost of Running SOTA LLMs Locally

Why brute-forcing frontier models onto local hardware fails, and how clever pipeline decomposition offers a sustainable path forward.

Article · 1mo ago4

Qwen 3.6 27B Hits the Local Development Sweet Spot

The dense 27B model delivers frontier-class intelligence on local hardware without the compromises of lightweight mixtures of experts.

Article · 1mo ago0

Simulating the World Inside the LLM

Qwen-AgentWorld replaces heavy external simulators with a native language world model to train and evaluate AI agents.

Article · 1mo ago2

Going Local: The Reality of Replacing Claude and GPT

Developers are swapping frontier models for local setups, but managing context caching and agent loops requires careful tuning.

Article · 1mo ago1

Rio's "Homegrown" 397B LLM Accused of Being a Simple Model Merge

A GitHub issue claims Rio de Janeiro's municipal LLM is just a 60/40 blend of Nex-N2 and Qwen.

News · 1mo ago5