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DPDevarsh Pateldevarshpatel.hashnode.devMay 29 · 13 min read

I Ran a monster GPT-OSS-120B MoE AI Model on my MacBook — Local LLM(No Cloud GPU) with llama.cpp

💡 Running a large language model (LLM) locally gives you absolute privacy, zero ongoing subscription costs, and the ability to work entirely offline. It is ideal if you have strict data security need

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SLShaun Liewshaunliew.hashnode.devMay 16 · 14 min read

Running Qwen3-VL on DGX Spark: Transformers vs vLLM vs SGLang

I've been running Qwen3-VL locally for a while now, mostly with the standard from_pretrained() setup. It works, but it's slow. So, I kept wondering whether switching to vLLM or SGLang would actually m

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SRStephane Royflexai.hashnode.devMay 11 · 15 min read

When to Switch to Open Source Models: A Decision Framework

Compare cost, control, privacy, and workload fit before you move from closed-source APIs to open source LLMs. Most teams paying for OpenAI, Gemini, or Claude APIs eventually hit the same question: are

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AKAnup Karanjkarwowhow.hashnode.devMay 9 · 10 min read

Qwen 3.6 Max Preview: Developer Guide & Benchmarks 2026

Alibaba's Qwen team dropped Qwen 3.6 Max Preview on April 20, 2026, and it immediately claimed the top spot on six major coding and agentic benchmarks — including SWE-bench Pro, where it posted a 57.3% score that surpassed Claude Opus 4.7 and GPT-5.5...

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JKJangwook Kimeffloow.hashnode.devMay 9 · 10 min read

Qwen 3.6 Plus: 1M Context Coding Agent Developer Guide

Alibaba's Qwen team released Qwen 3.6 Plus in late March 2026, and the benchmarks sent a clear message to the agentic coding community: a model outside the usual Claude/GPT duopoly now leads on the benchmark that matters most to developers running mu...

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강강문규devsnack.hashnode.devMay 6 · 10 min read

Qwen3.6 on DGX Spark: vLLM + NVFP4 + DFlash vs llama.cpp — 2x Faster at 88–104 tok/s

TL;DR — I was happily running Qwen3.6 on llama.cpp. Then I saw claims of 2× speed with vLLM + NVFP4 + DFlash. So I installed it, fought through crashes, and measured it myself. Verdict: it's real. 88–

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AKAnup Karanjkarwowhow.hashnode.devMay 6 · 10 min read

Qwen 3.6 Max Preview: Developer Guide & Benchmarks 2026

Alibaba's Qwen team dropped Qwen 3.6 Max Preview on April 20, 2026, and it immediately claimed the top spot on six major coding and agentic benchmarks — including SWE-bench Pro, where it posted a 57.3% score that surpassed Claude Opus 4.7 and GPT-5.5...

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AKAnup Karanjkarwowhow.hashnode.devMay 2 · 10 min read

Qwen 3.6 Max Preview: 6 Benchmark #1s — Complete Developer Guide 2026

Alibaba dropped Qwen3.6-Max-Preview on April 20, 2026, and it immediately claimed the top score on six of the most demanding AI benchmarks: SWE-bench Pro, Terminal-Bench 2.0, SkillsBench, QwenClawBench, QwenWebBench, and SciCode. It scores 52 on the ...

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AKAnup Karanjkarwowhow.hashnode.devMay 2 · 10 min read

Qwen 3.5: Alibaba's Open-Weight AI Is Quietly Challenging GPT-5.4 and Gemini 3.1 (2026 Guide)

While the AI industry's attention has been locked on the OpenAI-Anthropic-Google triad, Alibaba's Qwen team has been shipping models at a pace that is quietly redrawing the competitive map. Qwen 3.5, released in March 2026, is the most capable open-w...

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AKAnup Karanjkarwowhow.hashnode.devApr 30 · 10 min read

Qwen 3.6 Max Preview: 6 Benchmark #1s — Complete Developer Guide 2026

Alibaba dropped Qwen3.6-Max-Preview on April 20, 2026, and it immediately claimed the top score on six of the most demanding AI benchmarks: SWE-bench Pro, Terminal-Bench 2.0, SkillsBench, QwenClawBench, QwenWebBench, and SciCode. It scores 52 on the ...

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#qwen

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Trending tags this week

I Ran a monster GPT-OSS-120B MoE AI Model on my MacBook — Local LLM(No Cloud GPU) with llama.cpp

Running Qwen3-VL on DGX Spark: Transformers vs vLLM vs SGLang

When to Switch to Open Source Models: A Decision Framework

Qwen 3.6 Max Preview: Developer Guide & Benchmarks 2026

Qwen 3.6 Plus: 1M Context Coding Agent Developer Guide

Qwen3.6 on DGX Spark: vLLM + NVFP4 + DFlash vs llama.cpp — 2x Faster at 88–104 tok/s

Qwen 3.6 Max Preview: Developer Guide & Benchmarks 2026

Qwen 3.6 Max Preview: 6 Benchmark #1s — Complete Developer Guide 2026

Qwen 3.5: Alibaba's Open-Weight AI Is Quietly Challenging GPT-5.4 and Gemini 3.1 (2026 Guide)

Qwen 3.6 Max Preview: 6 Benchmark #1s — Complete Developer Guide 2026