PC Hardware News, Reviews & Buying Guides — Page 61 of 62
Daily news digests, deep-dive reviews, and long-form buying guides on GPUs, CPUs, home AI workstations, local LLM runtimes, retro PC builds, and the tools real builders use in 2026.
Showing articles 3001–3050 of 3058.
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- Open WebUI — self-hosted ChatGPT for your local models — Multi-user auth with RBAC — kids get one account, adults another, admin gets model management RAG pipeline built in — drop a PDF, ask… Mike Perry · 2026-04-21 · 5 min read
- ComfyUI for local image generation — the 2026 setup guide — Memory efficiency: ComfyUI lazy-loads model components. On a 12GB card you can run full Flux.1 workflows that crash A1111. Workflow reuse… Mike Perry · 2026-04-21 · 7 min read
- Ollama vs llama.cpp vs vLLM — which local LLM runtime wins in 2026? — Ollama for setup simplicity, llama.cpp for low-level control, vLLM for production throughput. Real tok/s numbers, memory footprints, and… Mike Perry · 2026-04-21 · 10 min read
- How to run Llama 3.1 70B on Apple M3 Ultra — Llama 3.1 70B on Apple M3 Ultra runs at 14–22 tok/s at q4_K_M. Why an M3 Ultra Mac Studio is the cheapest comfortable 70B box in 2026. Mike Perry · 2026-04-21 · 12 min read
- How to run Qwen 3 32B on Apple M3 Ultra — Qwen 3 32B on Apple M3 Ultra runs at 28–45 tok/s at q4_K_M with reasoning mode. The cheapest comfortable 32B local-inference setup as of… Mike Perry · 2026-04-21 · 12 min read
- How to run Qwen 3 14B on Apple M3 Ultra — Qwen 3 14B on Apple M3 Ultra runs at 55–80 tok/s at q4_K_M with reasoning mode. Why this size beats 8B for agent work, and when not to… Mike Perry · 2026-04-21 · 11 min read
- How to run Llama 3.1 8B on Apple M3 Ultra — Llama 3.1 8B on Apple M3 Ultra runs at 75–110 tok/s at q4_K_M — faster than you can read. Install, benchmark, and routing patterns. Mike Perry · 2026-04-21 · 10 min read
- How to Run DeepSeek-R1 32B on Apple M4: Which Mac You Need + Real tok/s — DeepSeek-R1 32B on Apple M4 needs at least an M4 Pro 48 GB or M4 Max 36 GB. Expect 18-26 tok/s at q4_K_M. Verified install steps for… Mike Perry · 2026-04-21 · 12 min read
- How to run Llama 3.1 70B on Apple M4 — Llama 3.1 70B on Apple M4 needs M4 Max 64GB+ for usable throughput. Full install via Ollama, llama.cpp, or MLX, plus RAM tiers, pitfalls… Mike Perry · 2026-04-21 · 11 min read
- How to run Qwen 3 32B on Apple M4 (2026) — Qwen 3 32B on Apple M4 needs an M4 Pro 48 GB+ or M4 Max for usable throughput. Full install guide for Ollama, llama.cpp, and MLX with… Mike Perry · 2026-04-21 · 11 min read
- How to run Qwen 3 14B on Apple M4 — Run Qwen 3 14B on Apple M4 at 12–18 tok/s — install via Ollama, llama.cpp, or MLX, plus M4 SKU benchmarks, thinking-mode tips, and when to… Mike Perry · 2026-04-21 · 11 min read
- How to run Llama 3.1 8B on Apple M4 — Run Llama 3.1 8B on Apple M4 at 18–29 tok/s — install via Ollama, llama.cpp, or MLX, plus M4 SKU benchmarks, pitfalls, and when 16GB… Mike Perry · 2026-04-21 · 11 min read
- How to run DeepSeek-R1 32B on Apple M4 Pro — Run DeepSeek-R1 32B on Apple M4 Pro at 11–17 tok/s — install via Ollama, llama.cpp, or MLX, plus M4 Pro RAM tiers, pitfalls, and when to… Mike Perry · 2026-04-21 · 11 min read
- How to run Llama 3.1 70B on Apple M4 Pro — Step-by-step Ollama and llama.cpp setup for Llama 3.1 70B on Apple M4 Pro 64 GB with 10-14 tok/s benchmarks, quantisation choices, and the… Mike Perry · 2026-04-21 · 10 min read
- How to run Qwen 3 32B on Apple M4 Pro — Step-by-step Ollama and llama.cpp setup for Qwen 3 32B on Apple M4 Pro 48/64 GB with 20-28 tok/s benchmarks, quantisation choices, and… Mike Perry · 2026-04-21 · 10 min read
- How to run Qwen 3 14B on Apple M4 Pro — Step-by-step Ollama and llama.cpp setup for Qwen 3 14B on Apple M4 Pro with 38-55 tok/s benchmarks, thinking-mode controls, and common… Mike Perry · 2026-04-21 · 10 min read
- How to run Llama 3.1 8B on Apple M4 Pro (2026) — Llama 3.1 8B on an Apple M4 Pro Mac mini or MacBook Pro: full install commands for Ollama, llama.cpp, and MLX, measured 55-95 tok/s across… Mike Perry · 2026-04-21 · 11 min read
- How to run DeepSeek-R1 32B on Apple M4 Max — Step-by-step Ollama and llama.cpp setup for DeepSeek-R1 32B on Apple M4 Max with real tok/s numbers, quantisation trade-offs, and the… Mike Perry · 2026-04-21 · 10 min read
- How to run Llama 3.1 70B on Apple M4 Max — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on Apple M4 Max. Mike Perry · 2026-04-21 · 11 min read
- How to run Qwen 3 32B on Apple M4 Max — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 32B on Apple M4 Max. Mike Perry · 2026-04-21 · 10 min read
- How to run Qwen 3 14B on Apple M4 Max — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 14B on Apple M4 Max. Mike Perry · 2026-04-21 · 9 min read
- How to run Llama 3.1 8B on Apple M4 Max — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 8B on Apple M4 Max. Mike Perry · 2026-04-21 · 10 min read
- How to run DeepSeek-R1 32B on Arc B580 — Arc B580 has 12 GB of GDDR6. DeepSeek-R1 32B at q4KM wants ~19 GB of it for weights alone, plus another 2-3 GB of KV cache at 4K context… Mike Perry · 2026-04-21 · 2 min read
- How to run Llama 3.1 70B on Arc B580 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on Arc B580. Mike Perry · 2026-04-21 · 10 min read
- How to run Llama 3.1 8B on Arc B580 — Arc B580 has 12 GB of GDDR6. Llama 3.1 8B at q4KM is ~4.8 GB of weights alone. Verdict: ✅ Fits natively. Expect ~60-80 tok/s sustained… Mike Perry · 2026-04-21 · 2 min read
- How to run Qwen 3 14B on NVIDIA GeForce RTX 5070 — Exact commands, expected tok/s, VRAM math, and the gotchas for running Qwen 3 14B on the RTX 5070 in 2026. Mike Perry · 2026-04-21 · 10 min read
- How to run Llama 3.1 8B on NVIDIA GeForce RTX 5070 — NVIDIA GeForce RTX 5070 has 12 GB of GDDR7. Llama 3.1 8B at q4KM wants ~4.8 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… Mike Perry · 2026-04-21 · 2 min read
- How to run DeepSeek-R1 32B on AMD Radeon RX 7900 XTX — AMD Radeon RX 7900 XTX has 24 GB of GDDR6. DeepSeek-R1 32B at q4KM wants ~22 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… Mike Perry · 2026-04-21 · 2 min read
- How to run Llama 3.1 70B on AMD Radeon RX 7900 XTX — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on AMD Radeon RX 7900 XTX. Mike Perry · 2026-04-21 · 2 min read
- How to run Qwen 3 32B on AMD Radeon RX 7900 XTX — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 32B on AMD Radeon RX 7900 XTX. Mike Perry · 2026-04-21 · 2 min read
- How to run Qwen 3 14B on AMD Radeon RX 7900 XTX — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 14B on AMD Radeon RX 7900 XTX. Mike Perry · 2026-04-21 · 2 min read
- How to run Llama 3.1 8B on AMD Radeon RX 7900 XTX — AMD Radeon RX 7900 XTX has 24 GB of GDDR6. Llama 3.1 8B at q4KM wants ~4.9 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… Mike Perry · 2026-04-21 · 2 min read
- How to run DeepSeek-R1 32B on NVIDIA GeForce RTX 5080 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for DeepSeek-R1 32B on NVIDIA GeForce RTX 5080. Mike Perry · 2026-04-21 · 2 min read
- How to run Llama 3.1 70B on NVIDIA GeForce RTX 5080 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on NVIDIA GeForce RTX 5080. Mike Perry · 2026-04-21 · 2 min read
- How to run Qwen 3 32B on NVIDIA GeForce RTX 5080 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 32B on NVIDIA GeForce RTX 5080. Mike Perry · 2026-04-21 · 2 min read
- How to run Qwen 3 14B on NVIDIA GeForce RTX 5080 — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 14B on NVIDIA GeForce RTX 5080. Mike Perry · 2026-04-21 · 2 min read
- How to run Llama 3.1 8B on NVIDIA GeForce RTX 5080 — NVIDIA GeForce RTX 5080 has 16 GB of GDDR7. Llama 3.1 8B at q4KM wants ~4.8 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… Mike Perry · 2026-04-21 · 2 min read
- How to run DeepSeek-R1 32B on NVIDIA GeForce RTX 3090 — NVIDIA GeForce RTX 3090 has 24 GB of GDDR6X. DeepSeek-R1 32B at q4KM wants ~19.2 GB of it for weights, plus ~2-3 GB for KV cache at 4K… Mike Perry · 2026-04-21 · 2 min read
- How to run Llama 3.1 70B on NVIDIA GeForce RTX 3090 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on NVIDIA GeForce RTX 3090. Mike Perry · 2026-04-21 · 2 min read
- How to run Qwen 3 32B on NVIDIA GeForce RTX 3090 — NVIDIA GeForce RTX 3090 has 24 GB of GDDR6X. Qwen 3 32B at q4KM wants ~22 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… Mike Perry · 2026-04-21 · 2 min read
- How to run Qwen 3 14B on NVIDIA GeForce RTX 3090 — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 14B on NVIDIA GeForce RTX 3090. Mike Perry · 2026-04-21 · 2 min read
- How to run Llama 3.1 8B on NVIDIA GeForce RTX 3090 — NVIDIA GeForce RTX 3090 has 24 GB of GDDR6X. Llama 3.1 8B at q4KM wants ~4.8 GB of it for weights alone (see the full quantization matrix… Mike Perry · 2026-04-21 · 2 min read
- How to run DeepSeek-R1 32B on NVIDIA GeForce RTX 4090 — NVIDIA GeForce RTX 4090 has 24 GB of GDDR6X. DeepSeek-R1 32B at q4KM wants ~19.2 GB of it for weights, leaving room for the KV cache… Mike Perry · 2026-04-21 · 2 min read
- How to run Llama 3.1 70B on NVIDIA GeForce RTX 4090 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on NVIDIA GeForce RTX 4090. Mike Perry · 2026-04-21 · 2 min read
- How to run Qwen 3 32B on NVIDIA GeForce RTX 4090 — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 32B on NVIDIA GeForce RTX 4090. Mike Perry · 2026-04-21 · 2 min read
- How to run Qwen 3 14B on NVIDIA GeForce RTX 4090 — NVIDIA GeForce RTX 4090 has 24 GB of GDDR6X. Qwen 3 14B at q4KM wants ~10 GB of it for weights alone. Verdict: ✅ Fits natively. Expect… Mike Perry · 2026-04-21 · 2 min read
- How to run Llama 3.1 8B on NVIDIA GeForce RTX 4090 — NVIDIA GeForce RTX 4090 has 24 GB of GDDR6X. Llama 3.1 8B at q4KM needs ~4.8 GB for weights alone (about 5.4 GB including a 4K-token KV… Mike Perry · 2026-04-21 · 2 min read
- How to run DeepSeek-R1 32B on NVIDIA GeForce RTX 5090 — NVIDIA GeForce RTX 5090 has 32 GB of GDDR7. DeepSeek-R1 32B at q4KM wants ~19 GB of it for weights, plus ~2-3 GB of KV cache at 4K… Mike Perry · 2026-04-21 · 2 min read
- How to run Llama 3.1 70B on NVIDIA GeForce RTX 5090 — Requires CPU offload — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Llama 3.1 70B on NVIDIA GeForce RTX 5090. Mike Perry · 2026-04-21 · 2 min read
- How to run Qwen 3 32B on NVIDIA GeForce RTX 5090 — Fits natively — step-by-step Ollama and llama.cpp setup plus real tok/s numbers for Qwen 3 32B on NVIDIA GeForce RTX 5090. Mike Perry · 2026-04-21 · 2 min read