Sven Welack

Derivatives Modelling and COO in Finance Industry

Singapore Joined on Jul 31, 2026

Sven Welack

Nov 3

Running LLMs Locally on Consumer Hardware — Part 9: Image Generation on AMD, and a Creative Capstone

#localllama #ai #llm #agents

6 min read

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Sven Welack

Oct 31

LLMs on Consumer Hardware — Part 8: The QA Problem — Why 'It Ran' Isn't 'It Works'

#localllama #ai #llm #agents

5 min read

Sven Welack

Oct 19

Running LLMs on Consumer Hardware — Part 7: The Strategist — Judgment on a Cloud Model, Execution Local

#localllama #ai #llm #agents

4 min read

Sven Welack

Oct 18

LLMs on Consumer Hardware — Part 6: The Orchestration Ceiling — Why a Bigger Coordinator Doesn't Fix the Loop

#localllama #ai #llm #agents

3 min read

Sven Welack

Oct 14

LLMs on Consumer Hardware — Part 5: Distributing the Workers and the Memory Budget

#localllama #ai #llm #agents

4 min read

Sven Welack

Aug 19

LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall

#localllama #ai #llm #agents

4 min read

Sven Welack

Aug 5

LLMs on Consumer Hardware — Part 1: The Stack and First Benchmarks

#localllama #ai #llm #homelab

3 min read

Sven Welack

Aug 4

LLMs on Consumer Hardware — Part 2: Prefill and the Failure of the AI PC

#localllama #ai #llm #homelab

4 min read

Sven Welack

Jul 31

LLMs on Consumer Hardware — Part 3: A Multi-Agent Setup with Hermes — Delegation and Early Failure Modes

#localllama #ai #llm #agents

5 min read

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Sven Welack

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Running LLMs Locally on Consumer Hardware — Part 9: Image Generation on AMD, and a Creative Capstone

Want to connect with Sven Welack?

LLMs on Consumer Hardware — Part 8: The QA Problem — Why 'It Ran' Isn't 'It Works'

Running LLMs on Consumer Hardware — Part 7: The Strategist — Judgment on a Cloud Model, Execution Local

LLMs on Consumer Hardware — Part 6: The Orchestration Ceiling — Why a Bigger Coordinator Doesn't Fix the Loop

LLMs on Consumer Hardware — Part 5: Distributing the Workers and the Memory Budget

LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall

LLMs on Consumer Hardware — Part 1: The Stack and First Benchmarks

LLMs on Consumer Hardware — Part 2: Prefill and the Failure of the AI PC

LLMs on Consumer Hardware — Part 3: A Multi-Agent Setup with Hermes — Delegation and Early Failure Modes