OPEN
Jev-style spam LoRA decision model
Jev-style spam LoRA adapts Qwen3.5-2B for forum-spam decisions. Read its reported test results, synthetic-data limits and base requirements.
By Abubakar Abid · Hugging Face package release: 5 Nov 2026
A Qwen3.5-2B LoRA for one forum-spam question. It reads yes/no token logits as a spam probability after supervised training on the dataset’s training split. It is independent of TypeSafe’s hosted Jev and needs the separate Qwen base.
Quick answers
What is Jev-style spam LoRA by Abubakar Abid?
Jev-style spam LoRA: A Qwen3.5-2B LoRA for one forum-spam question.
Who makes Jev-style spam LoRA?
Jev-style spam LoRA: Abubakar Abid
Facts
- Task
- Binary forum-spam detection; text truncated to 1,500 characters in evaluation
- Package
- PEFT LoRA adapter; separate Qwen3.5-2B base
- Licence
- Apache-2.0
Claims and sources
- The maker reports 2,723 of 2,725 test rows correct, F1 0.9993 and ECE 0.001, with two false positives and no false negatives. Spam examples are largely synthetic promotions. The fine-tune saw this dataset’s training domain while the compared open models were general-purpose; no result against TypeSafe’s Jev is claimed. vendor reportedsource
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