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One gaming PC, one 552B MoE: how expert offload actually works
Private Local AI
Private Local AI
Private Local AI
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Nov 12
One gaming PC, one 552B MoE: how expert offload actually works
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localai
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moe
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selfhosted
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llm
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4 min read
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Hot experts, cold RAM: a big MoE on a box with more memory than VRAM
Private Local AI
Private Local AI
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Nov 12
Hot experts, cold RAM: a big MoE on a box with more memory than VRAM
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localai
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moe
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llm
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hardware
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3 min read
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Running Mano-P on the Cheapest Mac It Survives On
Mininglamp
Mininglamp
Mininglamp
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Nov 12
Running Mano-P on the Cheapest Mac It Survives On
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ai
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opensource
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apple
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localai
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3 min read
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Speech Studio 0.5.0 Drops Local Multi-Engine TTS+STT on Windows — First-Sound Latency Still Sets the Overlay Floor
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Nov 11
Speech Studio 0.5.0 Drops Local Multi-Engine TTS+STT on Windows — First-Sound Latency Still Sets the Overlay Floor
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windows
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audio
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stt
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localai
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4 min read
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MCP servers, and what they let a local model actually do: Blender, CADCraft and the DWG problem
Private Local AI
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Nov 11
MCP servers, and what they let a local model actually do: Blender, CADCraft and the DWG problem
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localai
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opensource
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selfhosted
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machinelearning
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17 min read
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How to make a local AI model give the same answer every time
Hanako H.
Hanako H.
Hanako H.
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Nov 9
How to make a local AI model give the same answer every time
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ai
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llm
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localai
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tutorial
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3 min read
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My Go-To Prompt for Testing Local LLMs
Josep Oriol Carné
Josep Oriol Carné
Josep Oriol Carné
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Nov 8
My Go-To Prompt for Testing Local LLMs
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llm
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ollama
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localai
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nvidia
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1 min read
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Apiiro’s Claude Code Scan Found 2,539 Secrets in .claude/settings.local.json — Local Desktop Tools Keep Credentials Off the Git Path
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Nov 7
Apiiro’s Claude Code Scan Found 2,539 Secrets in .claude/settings.local.json — Local Desktop Tools Keep Credentials Off the Git Path
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claudecode
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security
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windows
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localai
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3 min read
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Hugging Face’s 70k-Word MoE Handbook After 800k GPU Hours — Why Sparsity Still Wins for Local Real-Time Tools
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Nov 7
Hugging Face’s 70k-Word MoE Handbook After 800k GPU Hours — Why Sparsity Still Wins for Local Real-Time Tools
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moe
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inference
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localai
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windows
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4 min read
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Ollama vs LM Studio: Which Local AI App Should You Use on a Mac?
jamilxt
jamilxt
jamilxt
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Nov 11
Ollama vs LM Studio: Which Local AI App Should You Use on a Mac?
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ai
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localai
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ollama
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lmstudio
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7 min read
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Xolotl - running a 552-billion MoE on one gaming PC, and what it asks of a constrained machine
Private Local AI
Private Local AI
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Nov 11
Xolotl - running a 552-billion MoE on one gaming PC, and what it asks of a constrained machine
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7 min read
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Jan open source ChatGPT alternative: offline local AI
Span Observer
Span Observer
Span Observer
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Nov 6
Jan open source ChatGPT alternative: offline local AI
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llamacpp
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llm
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localai
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mcp
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7 min read
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Foundry Local + Qwen3.8-27B Turns GitHub Copilot Local — Windows Audio Still Owns the Real-Time Budget
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Nov 6
Foundry Local + Qwen3.8-27B Turns GitHub Copilot Local — Windows Audio Still Owns the Real-Time Budget
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windows
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localai
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githubcopilot
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llm
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4 min read
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LocalAI API exposure and the model-management control plane
johnettagaweraks
johnettagaweraks
johnettagaweraks
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Nov 5
LocalAI API exposure and the model-management control plane
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zoomeye
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localai
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aisecurity
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apisecurity
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3 min read
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llama.cpp 0.9.0 Ships Chatterbox TTS and OCP FP8 — Local Speech Still Dies on the Windows Capture Path
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Nov 5
llama.cpp 0.9.0 Ships Chatterbox TTS and OCP FP8 — Local Speech Still Dies on the Windows Capture Path
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windows
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audio
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llm
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localai
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4 min read
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