Qwen 3.5
Flash-MoE: Run a 397B Model on a 48GB Laptop (Here's How)
Flash-MoE streams Qwen3.5-397B from your SSD at 4.4 tok/s using 5.5GB of RAM. Pure C and Metal, no Python. Here's what's real, what's hype, and how to try it.
Unsloth Studio Setup Guide: Fine-Tune Qwen 3.5 on Your GPU (Step by Step)
How to install Unsloth Studio, run GGUF models locally, and fine-tune Qwen 3.5 — all in one open-source web UI. Works on Mac, Windows, and Linux.
Qwen 3.5 Small Models: The 9B Beats Last-Gen 30B — Here's What Matters for Local AI
Alibaba's Qwen 3.5 drops 4 small models (0.8B to 9B) — all natively multimodal, 262K context, Apache 2.0. The 9B beats Qwen3-30B on reasoning and destroys GPT-5-Nano on vision. VRAM tables and what to run.
Best 8GB GPU Model: How to Set Up Qwen 3.5 9B (Step by Step)
Qwen 3.5 9B fits in 6.6GB and beats models 3x its size. Complete setup with Ollama, benchmarks, and real-world testing on RTX 3060 and 4060.
Replace GitHub Copilot With Local LLMs in VS Code — Free, Private, No Subscription
Set up free, private AI code completion in VS Code with Continue + Ollama. Autocomplete, chat, and agentic coding with Qwen models at every VRAM tier. Step-by-step setup, model picks, honest tradeoffs.
Best Qwen 3.5 Models Ranked: Every Size, Every GPU, Every Quant
Complete ranking of all Qwen 3.5 models from 0.8B to 397B. VRAM requirements, speed benchmarks, and which model to pick for your hardware.
Qwen 3.5 Locally — 27B vs 35B-A3B vs 122B, Which Model Fits Your GPU
Qwen 3.5 and 3.6 on local hardware. 27B dense vs 35B-A3B MoE vs 122B compared. VRAM tables, community tok/s on RTX 3090, and which to pick for your card.
Best Way to Run Qwen 3.5 on Mac: MLX vs Ollama Speed Test
MLX runs Qwen 3.5 up to 2x faster than Ollama on Apple Silicon. Head-to-head benchmarks on M1 through M4, with setup instructions for both.
Ollama Troubleshooting Guide: Every Common Problem and Fix
GPU not detected? Running at 1/30th speed on CPU? OOM crashes mid-generation? Every common Ollama error with exact diagnostic commands and fixes for Mac, Windows, and Linux. Updated for v0.17.7 and Qwen 3.5.
Best Local Coding Models Ranked: Every VRAM Tier, Every Benchmark (2026)
The best local LLMs for coding in 2026, ranked by VRAM tier. Benchmarks, editor setup, and practical recommendations for developers replacing Copilot.
Best VRAM Cheat Sheet for Local LLMs: Every Model, Every Quant
Exact VRAM for Qwen 3.5, Llama, Mistral, and DeepSeek at Q3 through FP16. Lookup tables for 7B, 9B, 13B, 27B, 32B, 70B, and 120B models with real measurements and GPU recommendations. Updated March 2026.