Developed a custom Jev model to classify trademarks under the Abercrombie spectrum, achieving a 75.8% accuracy on LegalBench's Abercrombie test after 7 minutes of training on Google Colab.
added by @eeuhn
I'm like legal Jev pilled after using Unsloth's train-your-own-Jev model notebook. I made a legal Jev to classify trademarks under the Abercrombie spectrum. Training took about 7 minutes on a single Google Colab G4 lol.
Results on LegalBench's Abercrombie test: 📊 Base model Qwen3.5-4b: 40.0% 📊 My earlier GRPO fine-tune: 68.4% 📊 Unsloth custom Jev model: 75.8%
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