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Ida Silfverskiöld

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TDS Archive

Advanced Prompt Engineering: Chain of Thought (CoT)

Comparing different techniques for reasoning

Dec 23, 2024

Advanced Prompt Engineering: Chain of Thought (CoT)

Dec 23, 2024

Pinned

Published in
TDS Archive

Economics of Hosting Open Source LLMs

Leveraging various deployment options

Nov 12, 2024

Economics of Hosting Open Source LLMs

Nov 12, 2024

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Published in
TDS Archive

Fine-Tune Smaller Transformer Models: Text Classification

Using Microsoft’s Phi-3 to generate synthetic data

May 28, 2024

Fine-Tune Smaller Transformer Models: Text Classification

May 28, 2024

Published in
Data Science Collective

Learn Advanced Image Generation: Child Drawings to Avatars

By combining several technologies in ComfyUI

Mar 16

Learn Advanced Image Generation: Child Drawings to Avatars

Mar 16

Published in
Data Science Collective

Economics of LLMs: Evaluations vs Pricing

Looking at which model to use for which task

Feb 20

Economics of LLMs: Evaluations vs Pricing

Feb 20

Published in
TDS Archive

Learn to Build Advanced AI Image Applications

By building an interior designer in ComfyUI

Jan 21

Learn to Build Advanced AI Image Applications

Jan 21

Published in
TDS Archive

Working with Embeddings: Closed versus Open Source

Using techniques to improve semantic search

Sep 26, 2024

Working with Embeddings: Closed versus Open Source

Sep 26, 2024

Published in
Level Up Coding

Agentic AI: Build a Tech Research Agent

Using a custom data pipeline with millions of texts

Sep 6, 2024

Agentic AI: Build a Tech Research Agent

Sep 6, 2024

Published in
Level Up Coding

Work with Computer Vision: Monitor Traffic in Norway

By fine-tuning pre-trained CNN and ViT models on public traffic cameras

May 13, 2024

Work with Computer Vision: Monitor Traffic in Norway

May 13, 2024

Published in
TDS Archive

Deploy Long-Running ETL Pipelines to ECS with Fargate

To keep things simple and costs to a minimum

Mar 3, 2024

Deploy Long-Running ETL Pipelines to ECS with Fargate

Mar 3, 2024

Ida Silfverskiöld

Ida Silfverskiöld

Building stuff | Connect 🤝 github.com/ilsilfverskiold & linkedin.com/in/ida-silfverskiold | howtouseai.substack.com | Tech trends 🧡 docs.safron.io

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