Faster OCR

• OCR is now ~2.5x faster, due to improvements in surya

Speed up inference

• (from surya) faster ocr, line detection, layout inference
• Unpin transformers version after testing

Should be significantly faster now, but haven't fully benchmarked, since I'm running low on time this week!

Fix memory leak

• Fix a memory leak (fixed in surya, bumped the version). This caused high CPU memory usage on long docs.
• Improve load_all_models to take device and dtype

Marker v2

Basically a full rewrite!

Main features:

• Extracts and saves images
• Improved table formatting
• Better markdown wrapping
• Better reading order on complex docs
• Improved OCR engine with more language options
• Simple pip package install (no more required system dependencies), so can be used easily on Windows
• Can be used commercially (pymupdf and layoutlmv3 dependencies removed)

It takes ~2x as long to run now, but seems like a decent tradeoff.

See the README for details.