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Muratcan Koylan

@koylanai • 21,600 subscribers

Member of Technical Staff (Agents), Research - @sullyai | ex-99Ravens AI

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Most "agentic" failures happen because the model lacks specific domain knowledge. Here I'm showing how loading a Skills Plugin solves that for dataset generation. I turned a research paper (shows fine-tuning dataset creation from books) into a Skill and just gave a book link and asked it to generate the dataset. Claude Code produced a clean SFT-ready dataset from a single URL. The same process can be applied to anything.
0:58
koylanai's profile picture

Most "agentic" failures happen because the model lacks specific domain knowledge. Here I'm showing how loading a Skills Plugin solves that for dataset generation. I turned a research paper (shows fine-tuning dataset creation from books) into a Skill and just gave a book link and asked it to generate the dataset. Claude Code produced a clean SFT-ready dataset from a single URL. The same process can be applied to anything.

Muratcan Koylan

104,519 Aufrufe • vor 8 Monaten

Ollama WebUI is amazing. Download with Docker, choose your open-source model, customize it without writing a single line of code.
0:32
koylanai's profile picture

Ollama WebUI is amazing. Download with Docker, choose your open-source model, customize it without writing a single line of code.

Muratcan Koylan

149,118 Aufrufe • vor 2 Jahren

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