26 lines
556 B
Markdown
26 lines
556 B
Markdown
|
|
---
|
|||
|
|
pipeline_tag: text-generation
|
|||
|
|
---
|
|||
|
|
language: en
|
|||
|
|
license: cc-by-4.0
|
|||
|
|
datasets:
|
|||
|
|
- theatticusproject/cuad-qa
|
|||
|
|
tags:
|
|||
|
|
- legal
|
|||
|
|
- obligation-extraction
|
|||
|
|
- structured-generation
|
|||
|
|
- qlora
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
# LEXIS Qwen2.5-7B-Instruct — Obligation Generator
|
|||
|
|
|
|||
|
|
QLoRA fine-tuned `Qwen/Qwen2.5-7B-Instruct` for legal obligation JSON extraction on CUAD.
|
|||
|
|
|
|||
|
|
## Training
|
|||
|
|
- Quantization: 4-bit NF4
|
|||
|
|
- LoRA: r=64, α=128
|
|||
|
|
- Learning rate: 0.0002
|
|||
|
|
- Scheduler: cosine
|
|||
|
|
- Epochs: 3
|
|||
|
|
- Max seq length: 2048
|
|||
|
|
- Output: Structured JSON with action, deontic_type, owner, deadline, risk_level
|