Yes. Lil B!no has 150 songs listed in a dataset used to train AI music models.

Used for training 150

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including FR (feat. !ZZY), !Look at These Racks!, Mr.NVRM!SS

Listed under the artist name 150 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

FR (feat. !ZZY)

Listed as Lil B!no – FR (feat. !ZZY) (LUV IS TORTURE) · Watch on YouTube

youtube_video -oAk0gVtifA · row -oAk0gVtifA

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!Look at These Racks!

Listed as Lil B!no – !Look at These Racks! (Until Tomorrow) · Watch on YouTube

youtube_video 0E2NFqAd3_A · row 0E2NFqAd3_A

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Mr.NVRM!SS

Listed as Lil B!no – Mr.NVRM!SS (SUNDAY CLOTHES DELUXE) · Watch on YouTube

youtube_video 0Xwk6EPURbo · row 0Xwk6EPURbo

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Aint feeling it

Listed as Lil B!no – Aint feeling it (The Lil B!no Effect) · Watch on YouTube

youtube_video 3BehBZK3yns · row 3BehBZK3yns

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SRT DURANGO

Listed as Lil B!no – SRT DURANGO (LUV IS TORTURE) · Watch on YouTube

youtube_video 3Z-f202qdus · row 3Z-f202qdus

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FUMBLE THE BAG

Listed as Lil B!no – FUMBLE THE BAG (LUV IS TORTURE) · Watch on YouTube

youtube_video 5yHbELo3o54 · row 5yHbELo3o54

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Thousand Miles Away

Listed as Lil B!no – Thousand Miles Away (Thousand Miles Away) · Watch on YouTube

youtube_video 6Q0O85J0YTY · row 6Q0O85J0YTY

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It's Like That?

Listed as Lil B!no – It's Like That? (28 Grams Deep) · Watch on YouTube

youtube_video 8QdcbwZR7cA · row 8QdcbwZR7cA

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NEBULA

Listed as Lil B!no – NEBULA (Sorry) · Watch on YouTube

youtube_video 9ImTuCwLPYQ · row 9ImTuCwLPYQ

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Plug N Play

Listed as Lil B!no – Plug N Play (YOD!E LAND) · Watch on YouTube

youtube_video 9UtScrNR6jw · row 9UtScrNR6jw

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Down the Road

Listed as Lil B!no – Down the Road (Where ! am) · Watch on YouTube

youtube_video 9wZtSF3_H94 · row 9wZtSF3_H94

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It Is What It Is

Listed as Lil B!no – It Is What It Is (YOD!E LAND) · Watch on YouTube

youtube_video AvotsPZV7P8 · row AvotsPZV7P8

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PLAY !T FROM ONE

Listed as Lil B!no – PLAY !T FROM ONE (PLAY !T FROM ONE) · Watch on YouTube

youtube_video FDLgEeIJH5w · row FDLgEeIJH5w

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FREESTYLE 250

Listed as Lil B!no – FREESTYLE 250 (LUV IS TORTURE) · Watch on YouTube

youtube_video Gc1mgz02GL8 · row Gc1mgz02GL8

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Red Light (feat. !ZZY)

Listed as Lil B!no – Red Light (feat. !ZZY) (381 Takeover) · Watch on YouTube

youtube_video HLummro33Go · row HLummro33Go

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9

Listed as Lil B!no – 9 (Sorry) · Watch on YouTube

youtube_video HwD4u014Rq4 · row HwD4u014Rq4

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cause n effect

Listed as Lil B!no – cause n effect (Sorry) · Watch on YouTube

youtube_video J3Il_naSeNo · row J3Il_naSeNo

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Another 1

Listed as Lil B!no – Another 1 (EV!L EMP!RE) · Watch on YouTube

youtube_video JGAI8cypn6g · row JGAI8cypn6g

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DO YOU KNOW?

Listed as Lil B!no – DO YOU KNOW? (LUV IS TORTURE) · Watch on YouTube

youtube_video JS3lDSWjxac · row JS3lDSWjxac

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!b!za

Listed as Lil B!no – !b!za (SUNDAY CLOTHES DELUXE) · Watch on YouTube

youtube_video KDfBbmWWfWc · row KDfBbmWWfWc

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To The Max

Listed as Lil B!no – To The Max (LUV IS TORTURE) · Watch on YouTube

youtube_video McSLGwl3vQk · row McSLGwl3vQk

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Mney Won't Hurt You (feat. T.R.L)

Listed as Lil B!no – Mney Won't Hurt You (feat. T.R.L) (28 Grams Deep) · Watch on YouTube

youtube_video PjtRseNacXY · row PjtRseNacXY

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Hol Up (feat. PERX9300)

Listed as Lil B!no – Hol Up (feat. PERX9300) (SUNDAY CLOTHES DELUXE) · Watch on YouTube

youtube_video PvgNMR0rPtw · row PvgNMR0rPtw

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L!L ROCKSTAR

Listed as Lil B!no – L!L ROCKSTAR (The Lil B!no Effect) · Watch on YouTube

youtube_video QJ_Qmp9ZYXE · row QJ_Qmp9ZYXE

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Let's Go 2 Donda

Listed as Lil B!no – Let's Go 2 Donda (28 Grams Deep) · Watch on YouTube

youtube_video R-0pXyZ9fA4 · row R-0pXyZ9fA4

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Misconceptions (feat. Xonowah)

Listed as Lil B!no – Misconceptions (feat. Xonowah) (Misconceptions) · Watch on YouTube

youtube_video UHcsmuWMrLs · row UHcsmuWMrLs

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Must I Say

Listed as Lil B!no – Must I Say (Burn Bright, Fade Fast) · Watch on YouTube

youtube_video Um1_YDix2rY · row Um1_YDix2rY

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1ST NVR LST

Listed as Lil B!no – 1ST NVR LST (381 Takeover) · Watch on YouTube

youtube_video VPpjUReErIw · row VPpjUReErIw

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Door

Listed as Lil B!no – Door (The Lil B!no Effect) · Watch on YouTube

youtube_video ZaqLufnjaFQ · row ZaqLufnjaFQ

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Mystery (feat. HBK Pat)

Listed as Lil B!no – Mystery (feat. HBK Pat) (Mystery) · Watch on YouTube

youtube_video cIpYnR6FMOg · row cIpYnR6FMOg

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Liquid Diamonds (feat. J u p e)

Listed as Lil B!no – Liquid Diamonds (feat. J u p e) (EV!L EMP!RE) · Watch on YouTube

youtube_video e5Nck12x0A4 · row e5Nck12x0A4

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LUV ME

Listed as Lil B!no – LUV ME (LUV IS TORTURE) · Watch on YouTube

youtube_video e87xiihFMmY · row e87xiihFMmY

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Red Kami

Listed as Lil B!no – Red Kami (The Lil B!no Effect) · Watch on YouTube

youtube_video fhSXJ3tvhhc · row fhSXJ3tvhhc

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Oz.

Listed as Lil B!no – Oz. (LUV IS TORTURE) · Watch on YouTube

youtube_video flCHZt1u0o0 · row flCHZt1u0o0

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Get !t (feat. Anthonyfromthablock)

Listed as Lil B!no – Get !t (feat. Anthonyfromthablock) (Where ! am) · Watch on YouTube

youtube_video h8H9nveVwqM · row h8H9nveVwqM

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Can't Jump in a Crowd

Listed as Lil B!no – Can't Jump in a Crowd (381 FOREVER) · Watch on YouTube

youtube_video hn8QTyJXw8g · row hn8QTyJXw8g

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No Such Th!ng as Numb

Listed as Lil B!no – No Such Th!ng as Numb (No Such Th!ng as Numb) · Watch on YouTube

youtube_video kNzcudxjSWw · row kNzcudxjSWw

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sorry

Listed as Lil B!no – sorry (Sorry) · Watch on YouTube

youtube_video kq6oN1ZUIFw · row kq6oN1ZUIFw

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2381

Listed as Lil B!no – 2381 (SUNDAY CLOTHES) · Watch on YouTube

youtube_video l3LLk-eL7yE · row l3LLk-eL7yE

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BR!DDY

Listed as Lil B!no – BR!DDY (BR!DDY) · Watch on YouTube

youtube_video laHYdFiJi3g · row laHYdFiJi3g

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Ian Worried Bout You

Listed as Lil B!no – Ian Worried Bout You (Ian Worried Bout You) · Watch on YouTube

youtube_video qFripblvwmw · row qFripblvwmw

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Black Glass

Listed as Lil B!no – Black Glass (381 Takeover) · Watch on YouTube

youtube_video qyGCY5uvyhU · row qyGCY5uvyhU

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!N DA MORN!NG (feat. !ZZY)

Listed as Lil B!no – !N DA MORN!NG (feat. !ZZY) (Where ! am) · Watch on YouTube

youtube_video ryw9AP22sFk · row ryw9AP22sFk

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Yeah

Listed as Lil B!no – Yeah (LUV IS TORTURE) · Watch on YouTube

youtube_video uAWIKc30DK8 · row uAWIKc30DK8

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everybody hates B!no

Listed as Lil B!no – everybody hates B!no (Sorry) · Watch on YouTube

youtube_video uC2nB73kEt0 · row uC2nB73kEt0

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MOLLY

Listed as Lil B!no – MOLLY (Commander Stan) · Watch on YouTube

youtube_video uMZC82ofwho · row uMZC82ofwho

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Bobby N Wh!tney

Listed as Lil B!no – Bobby N Wh!tney (28 Grams Deep) · Watch on YouTube

youtube_video w48_8mZeT9E · row w48_8mZeT9E

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WE DA BEST

Listed as Lil B!no – WE DA BEST (YOD!E LAND) · Watch on YouTube

youtube_video y-7tdxVxkZg · row y-7tdxVxkZg

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Good As New

Listed as Lil B!no – Good As New (Good As New) · Watch on YouTube

youtube_video zBkjGa5KkGQ · row zBkjGa5KkGQ

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Bird is the Wrd (feat. !ZZY)

Listed as Lil B!no – Bird is the Wrd (feat. !ZZY) (381 FOREVER) · Watch on YouTube

youtube_video znMj2AeEmRk · row znMj2AeEmRk

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What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.