mineru-4.0.8-released v0.77.0
medium risk
QwenLM/Qwen3-VLSep 27, 2026 → Sep 28, 20261 day between releases
What's New
MinerU 4.0.8 adds native PDF kernel; Mesh-LLM 0.77.0 adds Skippy certification and payments engine.
Breaking Changes
- docvortex dependency upgraded from 0.4.x to 0.5.x in MinerU
New Features
- Native PDF kernel for improved performance in MinerU
- Skippy llama family certification in Mesh-LLM
- In-process payments engine in Mesh-LLM
- Native MTP generation support in Mesh-LLM
- GPU memory planning and auto-join in Mesh-LLM
Improvements
- Cross-window reuse of document render sessions in MinerU
- Runtime termination signal handling in Mesh-LLM
- Graph-derived stage filtering in Mesh-LLM
Bug Fixes
- Recover llama family certification in Mesh-LLM
- Add draft fallback for N-gram misses in Mesh-LLM
Upgrade Notes
MinerU requires docvortex >= 0.5.2; Mesh-LLM introduces new runtime signal handling and payments engine features.
The Two Releases
mineru-4.0.8-released
MinerU 4.0.8
Sep 27, 2026· 24 days ago
This release focuses on performance improvements for PDF processing by introducing a native kernel that reuses document render sessions and text snapshots across analysis windows.
Full release notesv0.77.0
v0.77.0
Sep 28, 2026· 24 days ago
Updates to the Mesh-LLM runtime focusing on Skippy certification, a new in-process payments engine, and runtime signal handling improvements.
Full release notes