reproduce.pipeline.md

model_id	mineru-pipeline
backend	pipeline
hardware	gpu vram_min_gb AMD gfx1100 48
environment	type rocm venv 7.2
command	mineru-rocm predict pipeline \ --platform linux-rocm --img-dir /root/datasets/OmniDocBench_data/images \ --out-dir /tmp/mineru-pipeline-predictions omnidocbench-rocm run --stage score --platform linux-rocm --cdm \ --predictions-dir /tmp/mineru-pipeline-predictions \ --run-stats /tmp/mineru-pipeline-predictions/_run_stats.json --version v16
expected_overall	value tolerance 86.48 0.5

Reproduce MinerU 3.4 Pipeline 86.48 on AMD ROCm

Prerequisites

rocminfo | grep -E "Name:|VRAM"    # must show gfx1100 + ≥48 GB
ls -la /dev/kfd                     # must exist

Quickstart

# Run pipeline adapter
mineru-rocm predict pipeline \
  --platform linux-rocm --img-dir /root/datasets/OmniDocBench_data/images \
  --out-dir /tmp/mineru-pipeline-predictions

# Score
omnidocbench-rocm run --stage score --platform linux-rocm --cdm \
  --predictions-dir /tmp/mineru-pipeline-predictions \
  --run-stats /tmp/mineru-pipeline-predictions/_run_stats.json --version v16

Expected output

Overall 86.48 (±0.5). Text 94.31, Table TEDS 82.79%, Formula CDM ~83%.

If it fails

See OmniDocBench-ROCm pitfalls.