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Advanced Prompt Engineering: Techniques, Patterns & Production Systems
Phil IPS
Phil IPS
Phil IPS
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Oct 12
Advanced Prompt Engineering: Techniques, Patterns & Production Systems
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promptengineering
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llm
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ai
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tutorial
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13 min read
VRAM for local LLMs: why memory bandwidth sets your tokens per second
Nikoloz Turazashvili (@axrisi)
Nikoloz Turazashvili (@axrisi)
Nikoloz Turazashvili (@axrisi)
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Sep 30
VRAM for local LLMs: why memory bandwidth sets your tokens per second
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llm
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ai
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hardware
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gpu
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2
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8 min read
How to Evaluate LLMs: A Complete Guide to LLM Evaluation
Phil IPS
Phil IPS
Phil IPS
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Oct 12
How to Evaluate LLMs: A Complete Guide to LLM Evaluation
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llmevaluation
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llm
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testing
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tutorial
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8 min read
Prompt Engineering Masterclass: From Basics to Advanced Techniques
Phil IPS
Phil IPS
Phil IPS
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Oct 12
Prompt Engineering Masterclass: From Basics to Advanced Techniques
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promptengineering
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ai
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5 min read
Deploying LLMs Locally: Ollama, llama.cpp, and vLLM Comparison
Phil IPS
Phil IPS
Phil IPS
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Oct 12
Deploying LLMs Locally: Ollama, llama.cpp, and vLLM Comparison
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llm
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ollama
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llamacpp
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tutorial
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5 min read
I built an AI content agent that would rather drop a topic than make things up
Maksym Kamenchuk
Maksym Kamenchuk
Maksym Kamenchuk
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Oct 2
I built an AI content agent that would rather drop a topic than make things up
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ai
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llm
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agents
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seo
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1
comment
3 min read
Fine-Tuning LLMs on Consumer Hardware: LoRA Guide 2024
Phil IPS
Phil IPS
Phil IPS
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Oct 12
Fine-Tuning LLMs on Consumer Hardware: LoRA Guide 2024
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llm
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finetuning
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lora
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4 min read
MCP Sampling Is Deprecated. But Was Delegating to the Client Ever a Bad Idea?
Gervais Yao Amoah
Gervais Yao Amoah
Gervais Yao Amoah
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Oct 12
MCP Sampling Is Deprecated. But Was Delegating to the Client Ever a Bad Idea?
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mcp
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ai
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architecture
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llm
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2
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10 min read
The same question, asked three ways
Serhiy Kucherenko
Serhiy Kucherenko
Serhiy Kucherenko
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Oct 2
The same question, asked three ways
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ai
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llm
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rag
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python
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1
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9 min read
Jev Does Not Replace the LLM. It Changes Who Owns the Decision
miruky
miruky
miruky
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Sep 19
Jev Does Not Replace the LLM. It Changes Who Owns the Decision
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programming
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ai
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llm
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architecture
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10 min read
The Production AI Checklist That Nobody Publishes.
AI Bug Slayer 🐞
AI Bug Slayer 🐞
AI Bug Slayer 🐞
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Oct 12
The Production AI Checklist That Nobody Publishes.
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aiagents
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ai
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llm
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webdev
1
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3
comments
4 min read
OpenAI's GPT-5.6 Sol Sets New Record: Sub-100ms Response Time Changes Everything
Kd jiang
Kd jiang
Kd jiang
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Sep 20
OpenAI's GPT-5.6 Sol Sets New Record: Sub-100ms Response Time Changes Everything
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ai
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openai
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llm
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agents
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2 min read
Give your Vapi voice agent a cheaper voice: Kokoro TTS via custom-voice
Ecohash
Ecohash
Ecohash
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Oct 12
Give your Vapi voice agent a cheaper voice: Kokoro TTS via custom-voice
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ai
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api
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llm
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6 min read
Open Source Jev Alternatives: Five Self-Hosted Decision Models to Run Yourself
Saptarshi Paul
Saptarshi Paul
Saptarshi Paul
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Oct 2
Open Source Jev Alternatives: Five Self-Hosted Decision Models to Run Yourself
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ai
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selfhosted
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llm
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opensource
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10 min read
How to build a unified ingestion layer for your RAG pipeline from scratch
Het Dave
Het Dave
Het Dave
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Sep 23
How to build a unified ingestion layer for your RAG pipeline from scratch
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ai
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llm
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rag
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5 min read
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