huggingface / nanoVLM Duplication

Intro

For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.

Learn more...

Duplication Overall

57% duplication:

9,052 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
5,234 duplicated lines

3,813 duplicates

dependency graphs: 2D graph | 3D graph | 3D graph (with duplicates)...

Duplication per Extension

Duplication per Component (primary)

Longest Duplicates

The list of 50 longest duplicates.

See data for all 3,813 duplicates...

Size	#	Folders	Files	Lines	Code
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3611:3661 (<1%) 5497:5547 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3002:3052 (<1%) 3834:3884 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	898:948 (<1%) 2698:2748 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1561:1611 (<1%) 6399:6449 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1739:1789 (<1%) 3834:3884 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1227:1277 (<1%) 2950:3000 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3002:3052 (<1%) 3782:3832 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3611:3661 (<1%) 5445:5495 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3611:3661 (<1%) 5592:5642 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	898:948 (<1%) 2573:2623 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	898:948 (<1%) 2505:2555 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1561:1611 (<1%) 6526:6576 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1739:1789 (<1%) 3782:3832 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3002:3052 (<1%) 3611:3661 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	898:948 (<1%) 2438:2488 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3173:3223 (<1%) 6526:6576 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3002:3052 (<1%) 3559:3609 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3611:3661 (<1%) 5644:5694 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	898:948 (<1%) 2371:2421 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	5497:5547 (<1%) 6033:6083 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3611:3661 (<1%) 5717:5767 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1815:1865 (<1%) 5098:5148 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3002:3052 (<1%) 3678:3728 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3173:3223 (<1%) 6399:6449 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1739:1789 (<1%) 3455:3505 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1815:1865 (<1%) 5150:5200 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3611:3661 (<1%) 5098:5148 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1739:1789 (<1%) 3403:3453 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1635:1685 (<1%) 5717:5767 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1815:1865 (<1%) 5257:5307 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3173:3223 (<1%) 6280:6330 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3002:3052 (<1%) 3507:3557 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3611:3661 (<1%) 5150:5200 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1561:1611 (<1%) 6033:6083 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3002:3052 (<1%) 3403:3453 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1635:1685 (<1%) 5830:5880 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3002:3052 (<1%) 3455:3505 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3611:3661 (<1%) 5257:5307 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	898:948 (<1%) 2883:2933 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1635:1685 (<1%) 5497:5547 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1635:1685 (<1%) 5592:5642 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	898:948 (<1%) 2950:3000 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	4634:4684 (<1%) 6033:6083 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3002:3052 (<1%) 3173:3223 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1739:1789 (<1%) 3611:3661 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3002:3052 (<1%) 3121:3171 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1739:1789 (<1%) 3678:3728 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	1815:1865 (<1%) 5497:5547 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	3173:3223 (<1%) 6033:6083 (<1%)	view
51	x 2	ROOT ROOT	nanoVLM.ipynb nanoVLM.ipynb	2175:2225 (<1%) 3834:3884 (<1%)	view