OpenRaiser

Diagnose and repair LaTeX paper layout through PaperFit's structured visual closed loop over rendered pages, source-grounded repairs, and visual verification. Use for overflowing figures or tables, float placement, readability, and submission page budgets.

Inspect and repair local table, figure, and caption presentation while preserving content and venue formatting.

PaperFit advice for LaTeX figure/table placement, width, clustering and breakable-table flow, verified against current page images.

PaperFit overflow repair expertise for LaTeX paper layout.

PaperFit space util fixer expertise for LaTeX paper layout.

PaperFit taxonomy vto expertise for LaTeX paper layout.

PaperFit template migrator expertise for LaTeX paper layout.

PaperFit visual inspector expertise for LaTeX paper layout.

Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace,…

Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's…

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

Search academic literature and generate research hypotheses

Produce an experiment blueprint from a research hypothesis

Draft a LaTeX research paper from all previous stage outputs

Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX…

Generate a Python code skeleton from an experiment blueprint

Build a polished single-page academic project webpage from a paper directory or paper source, including content extraction, figure selection/conversion, module planning, visual design, tables, assets, and validation. Use when asked to create or update…