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I A/B tested my own system prompt: 24 generations, one clear win, one rule that did nothing | Flash Onyx 2.2
Nathan C.
Nathan C.
Nathan C.
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Aug 29
I A/B tested my own system prompt: 24 generations, one clear win, one rule that did nothing | Flash Onyx 2.2
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ai
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ollama
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localllm
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opensource
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8 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
What really fits in 8GB VRAM
the kilted dev
the kilted dev
the kilted dev
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Aug 18
What really fits in 8GB VRAM
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localllm
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vram
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gpu
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buildinpublic
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7 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
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
A 4B model on a 6GB laptop beat Claude Opus on our 440K-token corpus. The fix was giving the model less to do.
Rickesh T N
Rickesh T N
Rickesh T N
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Aug 24
A 4B model on a 6GB laptop beat Claude Opus on our 440K-token corpus. The fix was giving the model less to do.
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privateai
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llm
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inference
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localllm
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4 min read
[Day 20] Local AI vs cloud AI: one cat photo, 10 video models
PEPPERCORN
PEPPERCORN
PEPPERCORN
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Aug 6
[Day 20] Local AI vs cloud AI: one cat photo, 10 video models
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localllm
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ai
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dgxspark
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videogeneration
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3 min read
Running an LLM agent entirely in your browser
Lajos Bencz
Lajos Bencz
Lajos Bencz
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Jul 15
Running an LLM agent entirely in your browser
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ai
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localllm
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webdev
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machinelearning
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5 min read
Cloud bills kept climbing from 24/7 AI development — I moved the decisions and the implementation to my own local LLMs and cut the cost
uehara
uehara
uehara
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Aug 15
Cloud bills kept climbing from 24/7 AI development — I moved the decisions and the implementation to my own local LLMs and cut the cost
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ai
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llm
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localllm
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costoptimization
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10 min read
Moving Half of Our AI Development to Local LLMs — by Splitting Work by Role, Not by Picking the Biggest Model
uehara
uehara
uehara
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Aug 10
Moving Half of Our AI Development to Local LLMs — by Splitting Work by Role, Not by Picking the Biggest Model
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ai
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llm
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machinelearning
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localllm
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3 min read
local-llm: A Field Report on Running SOTA Models on Your Own Hardware
Reno Lu
Reno Lu
Reno Lu
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Jul 20
local-llm: A Field Report on Running SOTA Models on Your Own Hardware
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localllm
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gpu
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selfhosting
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inference
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3 min read
prima.cpp local llm benchmark: 15% Faster Than llama.cpp
Umair Bilal
Umair Bilal
Umair Bilal
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Jun 30
prima.cpp local llm benchmark: 15% Faster Than llama.cpp
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ai
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llm
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localllm
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benchmarking
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8 min read
Teaching a Local AI Agent to Search the Web (Without Lying to You)
Turgay
Turgay
Turgay
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Aug 1
Teaching a Local AI Agent to Search the Web (Without Lying to You)
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applesilicon
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localllm
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llmagents
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swift
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24 min read
Why My Local Coding Agent Could Act but Couldn't Finish
Takafumi Endo | ROUTE06
Takafumi Endo | ROUTE06
Takafumi Endo | ROUTE06
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Jul 29
Why My Local Coding Agent Could Act but Couldn't Finish
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llm
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localllm
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qwen
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agents
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11 min read
Local AI Agent Browser Extension: Hermes in 120ms
Umair Bilal
Umair Bilal
Umair Bilal
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Jun 24
Local AI Agent Browser Extension: Hermes in 120ms
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aiagents
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browserextension
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localllm
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hermesagent
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9 min read
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