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How Much RAM Do You Really Need to Run LLMs Locally? 2026 Benchmarks
Pavel Espitia
Pavel Espitia
Pavel Espitia
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Jun 13
How Much RAM Do You Really Need to Run LLMs Locally? 2026 Benchmarks
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ai
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ollama
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hardware
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beginners
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6 min read
I Replaced My $20/mo AI Tools With Local Models: My Full Stack
Pavel Espitia
Pavel Espitia
Pavel Espitia
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Jun 11
I Replaced My $20/mo AI Tools With Local Models: My Full Stack
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ai
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ollama
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productivity
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webdev
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reaction
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6 min read
Ollama Cloud Free vs Pro — Usage Limits, Pricing & What You Actually Get (2026)
Amaresh Pelleti
Amaresh Pelleti
Amaresh Pelleti
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Jun 11
Ollama Cloud Free vs Pro — Usage Limits, Pricing & What You Actually Get (2026)
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ollama
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ai
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llm
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devops
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3 min read
How I fixed silent Ollama failures in my local AI Assistant
Manoj K
Manoj K
Manoj K
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Jun 10
How I fixed silent Ollama failures in my local AI Assistant
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python
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opensource
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machinelearning
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ollama
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2 min read
Open Notebook Review: Self-Hosted NotebookLM Alternative
Andrew
Andrew
Andrew
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Jun 9
Open Notebook Review: Self-Hosted NotebookLM Alternative
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opennotebook
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notebooklmalternative
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selfhosted
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ollama
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10 min read
Giving Your Local LLM Safe Filesystem Access With Ollama Tool Use
Pavel Espitia
Pavel Espitia
Pavel Espitia
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Jun 12
Giving Your Local LLM Safe Filesystem Access With Ollama Tool Use
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ai
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ollama
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typescript
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security
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7 min read
Open-LLM-VTuber Review: Offline AI Companion with Live2D
Andrew
Andrew
Andrew
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Jun 8
Open-LLM-VTuber Review: Offline AI Companion with Live2D
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openllmvtuber
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live2d
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localllm
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ollama
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10 min read
I Benchmarked 3 Local LLMs on My Laptop — Here's What the Numbers Actually Show
Vijaya Rajeev Bollu
Vijaya Rajeev Bollu
Vijaya Rajeev Bollu
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Jun 5
I Benchmarked 3 Local LLMs on My Laptop — Here's What the Numbers Actually Show
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ai
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python
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machinelearning
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ollama
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4 min read
Doubling Qwen3.6-27B on One RTX 3090: ollama llama.cpp + MTP, Lever by Lever (35.7 ~75 tok/s)
byeongsoo kang
byeongsoo kang
byeongsoo kang
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Jun 9
Doubling Qwen3.6-27B on One RTX 3090: ollama llama.cpp + MTP, Lever by Lever (35.7 ~75 tok/s)
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ollama
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llm
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performance
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machinelearning
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7 min read
Running Brand-New Gemma 4 12B on an 8-Year-Old GTX 1080 Ti: Speed, 3 Gotchas, and Why Q8 Beat Q4 on My Own Field
byeongsoo kang
byeongsoo kang
byeongsoo kang
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Jun 5
Running Brand-New Gemma 4 12B on an 8-Year-Old GTX 1080 Ti: Speed, 3 Gotchas, and Why Q8 Beat Q4 on My Own Field
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llm
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ollama
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gpu
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machinelearning
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5 min read
I built a 81-tool, fully local AI desktop assistant with PySide6 and Ollama (here is the architecture)
Aman Sachan
Aman Sachan
Aman Sachan
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Jun 8
I built a 81-tool, fully local AI desktop assistant with PySide6 and Ollama (here is the architecture)
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python
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ai
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opensource
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ollama
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4 min read
Docker, Node, and Electron Walked Into My Terminal. So I Built a 3.5MB App to Kick Them All Out.
Lokesh
Lokesh
Lokesh
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Jun 2
Docker, Node, and Electron Walked Into My Terminal. So I Built a 3.5MB App to Kick Them All Out.
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linux
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ollama
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tauri
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opensource
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4 min read
Do You Have a Homelab? Secure Your Local LLM Artifacts
Jay Grider
Jay Grider
Jay Grider
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Jun 2
Do You Have a Homelab? Secure Your Local LLM Artifacts
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homelab
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llmsecurity
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sbom
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ollama
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5 min read
How I built a local-first content processor with Python + Ollama
Bruce
Bruce
Bruce
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Jun 3
How I built a local-first content processor with Python + Ollama
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showdev
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python
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ollama
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productivity
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2 min read
Gemma 4 12B vs GPT-4o Mini vs Claude Haiku: Is Google's Local LLM Good Enough to Replace API Calls? [2026]
Kunal
Kunal
Kunal
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Jun 4
Gemma 4 12B vs GPT-4o Mini vs Claude Haiku: Is Google's Local LLM Good Enough to Replace API Calls? [2026]
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gemma4
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localllm
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googleai
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ollama
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7 min read
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