deepseek-ai / DeepSeek-VL2

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.

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Duplication Overall

9% duplication:

4,684 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
427 duplicated lines

32 duplicates

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

Duplication per Extension

Duplication per Component (primary)

Duplication Between Components (50+ lines)

Download: SVG DOT (open online Graphviz editor)

From Component --> To Component	Duplicated Lines	File Pairs	Details
deepseek_vl2 (<1%) --> ROOT (4%)	52	2 file pairs	details...

Open 2D force graph... Open 3D force graph...

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Longest Duplicates

The list of 32 longest duplicates.

See data for all 32 duplicates...

Size	#	Folders	Files	Lines	Code
15	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek.py	448:462 (1%) 472:486 (1%)	view
14	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek_vl_v2.py	1485:1499 (<1%) 580:594 (2%)	view
13	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek.py	851:865 (<1%) 974:991 (<1%)	view
12	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek_vl_v2.py	1831:1843 (<1%) 679:691 (2%)	view
12	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek.py	1657:1668 (<1%) 1878:1889 (<1%)	view
12	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek.py	161:173 (<1%) 190:202 (<1%)	view
11	x 2	ROOT ROOT	web_demo.py web_demo.py	303:313 (2%) 420:430 (2%)	view
10	x 2	ROOT ROOT	web_demo.py web_demo.py	303:312 (2%) 442:451 (2%)	view
10	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek.py	1485:1494 (<1%) 1696:1705 (<1%)	view
10	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek_vl_v2.py	1696:1705 (<1%) 580:589 (2%)	view
10	x 2	ROOT ROOT	web_demo.py web_demo.py	420:429 (2%) 442:451 (2%)	view
10	x 2	deepseek_vl2/utils ROOT	io.py inference.py	44:74 (45%) 30:60 (11%)	view
10	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek.py	841:850 (<1%) 957:967 (<1%)	view
10	x 2	deepseek_vl2/serve ROOT	inference.py inference.py	165:174 (7%) 125:135 (11%)	view
8	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek.py	1713:1720 (<1%) 1903:1910 (<1%)	view
8	x 2	ROOT ROOT	web_demo.py web_demo.py	444:451 (1%) 591:598 (1%)	view
8	x 2	ROOT ROOT	web_demo.py web_demo.py	422:429 (1%) 591:598 (1%)	view
8	x 2	ROOT ROOT	web_demo.py web_demo.py	305:312 (1%) 591:598 (1%)	view
8	x 2	deepseek_vl2/models deepseek_vl2/models	siglip_vit.py siglip_vit.py	589:596 (1%) 600:607 (1%)	view
8	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek.py	1471:1478 (<1%) 1877:1884 (<1%)	view
7	x 2	deepseek_vl2/models deepseek_vl2/models	conversation.py conversation.py	220:241 (3%) 250:258 (3%)	view
7	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek.py	161:167 (<1%) 264:270 (<1%)	view
7	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek.py	190:196 (<1%) 264:270 (<1%)	view
7	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek.py	1472:1478 (<1%) 1657:1663 (<1%)	view
7	x 2	deepseek_vl2/models deepseek_vl2/models	conversation.py conversation.py	294:300 (3%) 304:310 (3%)	view
7	x 2	deepseek_vl2/models deepseek_vl2/models	conversation.py conversation.py	76:82 (3%) 90:96 (3%)	view
7	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek_vl_v2.py modeling_deepseek_vl_v2.py	491:497 (1%) 595:601 (1%)	view
7	x 2	deepseek_vl2/models deepseek_vl2/models	conversation.py conversation.py	48:54 (3%) 60:66 (3%)	view
6	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek_vl_v2.py	1717:1722 (<1%) 614:619 (1%)	view
6	x 2	deepseek_vl2/models deepseek_vl2/models	conversation.py conversation.py	266:271 (2%) 283:288 (2%)	view
6	x 2	deepseek_vl2/models deepseek_vl2/models	modeling_deepseek.py modeling_deepseek.py	835:841 (<1%) 1255:1261 (<1%)	view
6	x 2	deepseek_vl2/serve ROOT	inference.py inference.py	152:157 (4%) 112:117 (6%)	view