4 ms·
A custom email sorter / spam filter that uses a fineruned multimodal LLM: my emails are turned into images (turning them / extracting html then rendered with se
by pilooch 2y ago
A custom email sorter / spam filter that uses a fineruned multimodal LLM: my emails are turned into images (turning them / extracting html then rendered with selenium) and passes to the vision LLM. I went from ~200 to ~15 useful emails a day.
Raw code is here: https://gitHub.com/beniz/llmbox https://gitHub.com/beniz/llmbox
All runs locally, the finetune is a plaigemma-3b (from mix-448). Acc/F1/prec/recall are all within 99.99%, including on llm-generated spam.
- siscia 2y agoI am the author of https://getgabrielai.com https://getgabrielai.com Basically LLM to filter and manage emails. I am not sure I understand why you are using a multimodal model. Why rendering and reading back the email? How the visual aspect helps?
- stefs 2y agoi wonder what a spam mail looks like that was created by an LLM with the goal of evading correct classification by your LLM ...