SPECIALIZED ACADEMIC AI · QWEN3-8B + CASIMIR LORA

Scientific writing,
refined without losing the science.

Publication-focused academic revision trained on real human scientific edits. Designed to preserve meaning, numbers, citations, terminology and uncertainty.

See held-out benchmark
✓ Meaning-preserving✓ Citation-aware✓ Number integrity✓ Private backend
HELD-OUT BENCHMARK

Measured against the base model.

40 spaced CASIMIR examples not used in training. These are benchmark results, not guarantees for every manuscript.

36/40Semantic winsLoRA vs Qwen3-8B base
97.5%Number preservationvs 90% for base
100%Citation preservationin this benchmark
96.52%Source semantic similaritymeaning preservation signal
WORKSPACE

Refine your academic text

Estimated ZeroGPU use today
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1
Manuscript inputPaste text or upload a document
Drop PDF, Word, TXT or Markdownor click to browse · max 25 MB
OR PASTE TEXT
0 words0 characters
2
Revision profileControl how AcademicRefiner edits
Scientific integrity guardNumbers and citations are checked automatically.

AcademicRefiner assists legitimate scholarly editing. Final author review remains essential.

S
BUILT & OPERATED BY

SooFT IT

sooftit.com ↗
DR
PRODUCT & ENGINEERING

Dr. Ahmed Rabie

PhD in Computer Science — Software Engineering · Full Stack Developer