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Qwen2.5 7B vs Qwen3 4B & 8B for Writing Correction: 60 Local Ollama Responses on Windows
Sami
Sami
Sami
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LinguaPilot AI
Aug 29
Qwen2.5 7B vs Qwen3 4B & 8B for Writing Correction: 60 Local Ollama Responses on Windows
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ai
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qwen
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llm
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ollama
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7 min read
Why I Stopped Chasing the Newest LLM (And What I Run Instead)
Sam Hartley
Sam Hartley
Sam Hartley
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Aug 29
Why I Stopped Chasing the Newest LLM (And What I Run Instead)
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ai
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llm
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selfhosted
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ollama
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6 min read
Flash Onyx 2.2: teaching a local model law and game feel
Nathan C.
Nathan C.
Nathan C.
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Aug 28
Flash Onyx 2.2: teaching a local model law and game feel
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ai
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ollama
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localllm
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opensource
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4 min read
I Replaced All My Cloud AI With Local Models â Here's What Actually Broke
Sam Hartley
Sam Hartley
Sam Hartley
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Aug 27
I Replaced All My Cloud AI With Local Models â Here's What Actually Broke
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ai
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llm
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selfhosted
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ollama
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6 min read
Your LLM Returns JSON That Isn't JSON: A Robust Structured-Output Pipeline for Local Models
Syed Anzar
Syed Anzar
Syed Anzar
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Aug 27
Your LLM Returns JSON That Isn't JSON: A Robust Structured-Output Pipeline for Local Models
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llm
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python
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ollama
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json
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7 min read
Flash Onyx 2.1, one day later: my model spent 400 tokens thinking and returned an empty string
Nathan C.
Nathan C.
Nathan C.
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Aug 26
Flash Onyx 2.1, one day later: my model spent 400 tokens thinking and returned an empty string
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ai
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llm
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ollama
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opensource
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 comment
6 min read
My inference server decided my second GPU no longer exists. Here is how I got it back without upgrading a driver.
Rickesh T N
Rickesh T N
Rickesh T N
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Aug 24
My inference server decided my second GPU no longer exists. Here is how I got it back without upgrading a driver.
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gpu
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llamacpp
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ollama
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homelab
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3 min read
Queried the Local Embeddings Store for the First Time
Nerav Doshi
Nerav Doshi
Nerav Doshi
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Aug 24
Queried the Local Embeddings Store for the First Time
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ollama
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rag
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embeddings
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chromadb
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2 min read
Fix Local LLM Quality: Context Stacking & Rope Freq Tweaks
Umair Bilal
Umair Bilal
Umair Bilal
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Aug 23
Fix Local LLM Quality: Context Stacking & Rope Freq Tweaks
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localllms
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aiagents
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ollama
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llamacpp
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8 min read
How I Turned My Homelab Into an AI Content Factory (And Why I'm Not Stopping)
Sam Hartley
Sam Hartley
Sam Hartley
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Aug 19
How I Turned My Homelab Into an AI Content Factory (And Why I'm Not Stopping)
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ai
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ollama
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selfhosted
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productivity
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6 min read
My AI quality gate scored 40 images. Humor: 7, forty times.
Christo
Christo
Christo
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Aug 19
My AI quality gate scored 40 images. Humor: 7, forty times.
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ollama
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ai
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llm
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machinelearning
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5 min read
Ornith-1.0 is a clever open coding model. Ollama's tool-calling isn't ready for it.
MediBlackSand
MediBlackSand
MediBlackSand
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Aug 19
Ornith-1.0 is a clever open coding model. Ollama's tool-calling isn't ready for it.
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ai
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ollama
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opensource
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llm
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4 min read
Moving Scheduled LLM Curation from Cloud APIs to Local Models
Guatu
Guatu
Guatu
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Aug 14
Moving Scheduled LLM Curation from Cloud APIs to Local Models
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aiagents
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localllm
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ollama
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kubernetes
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9 min read
Ollama v1 OpenAI Compat Drops Think Toggle
Francis Oyakhire
Francis Oyakhire
Francis Oyakhire
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Aug 13
Ollama v1 OpenAI Compat Drops Think Toggle
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ai
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ollama
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debugging
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python
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2 min read
Nine ways to talk to a local model
the kilted dev
the kilted dev
the kilted dev
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Aug 11
Nine ways to talk to a local model
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localllm
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ollama
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llamacpp
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buildinpublic
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9 min read
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