Yes. The HitForce has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 Gangster Gang Music, Pooh Shiesty Lil Durk Type Beat (Instrumental), Dancehall 90s Old School Beat

Listed under the artist name 151 songs in LAION-DISCO-12M

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

Gangster Gang Music

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Gangster Gang Music (Beats 2021 Instrumental) · Watch on YouTube

youtube_video 2mfxSsTQb64 · row 2mfxSsTQb64

LAION-DISCO-12M

Pooh Shiesty Lil Durk Type Beat (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Pooh Shiesty Lil Durk Type Beat (Instrumental) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video 2rUDHqgdBDc · row 2rUDHqgdBDc

LAION-DISCO-12M

Dancehall 90s Old School Beat

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Dancehall 90s Old School Beat (Beats 2021 Instrumental) · Watch on YouTube

youtube_video 4OLI7VCLO80 · row 4OLI7VCLO80

LAION-DISCO-12M

Sad Country (Trap Instrumental)

Listed as Type Beat, The HitForce – Sad Country (Trap Instrumental) (Hip Hop Instrumental) · Watch on YouTube

youtube_video 6Rhs382Xy5M · row 6Rhs382Xy5M

LAION-DISCO-12M

Lit Drip (Rap Instrumental)

Listed as Type Beat, The HitForce – Lit Drip (Rap Instrumental) (Freestyle Hip Hop) · Watch on YouTube

youtube_video 6x3zbbyDg18 · row 6x3zbbyDg18

LAION-DISCO-12M

Freestyle Dark Rap Beat (Trap Beats Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Freestyle Dark Rap Beat (Trap Beats Instrumental) (Best Freestyle Beats) · Watch on YouTube

youtube_video 7xcycrkj-es · row 7xcycrkj-es

LAION-DISCO-12M

Funky Trap Type Beat 2021

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Funky Trap Type Beat 2021 (Beats 2021 Instrumental) · Watch on YouTube

youtube_video 8fg4F8aklT0 · row 8fg4F8aklT0

LAION-DISCO-12M

SUICIDEBOYS Type Beat 2021

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – SUICIDEBOYS Type Beat 2021 (Beats 2021 Instrumental) · Watch on YouTube

youtube_video 98xiAuS10So · row 98xiAuS10So

LAION-DISCO-12M

Drill Beat Hard (Drill Beats Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Drill Beat Hard (Drill Beats Instrumental) (Best Freestyle Beats) · Watch on YouTube

youtube_video BS7fiXO2C90 · row BS7fiXO2C90

LAION-DISCO-12M

Drill Rap Hard Beat

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Drill Rap Hard Beat (Beats 2021 Instrumental) · Watch on YouTube

youtube_video BValodqAuxI · row BValodqAuxI

LAION-DISCO-12M

Amine (Instrumental)

Listed as Type Beat, The HitForce – Amine (Instrumental) (Hip Hop Instrumental) · Watch on YouTube

youtube_video CDNBzZbP9xY · row CDNBzZbP9xY

LAION-DISCO-12M

Dark Rap Beat 2021

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Dark Rap Beat 2021 (Beats 2021 Instrumental) · Watch on YouTube

youtube_video Dci0NteS1WI · row Dci0NteS1WI

LAION-DISCO-12M

Morgenstern Type Beat (Instrumental Beats)

Listed as Beats De Rap, Instrumental Rap Hip Hop, The HitForce – Morgenstern Type Beat (Instrumental Beats) (Hard Rap Beats 2021 - Rap Beats Freestyle Instrumental) · Watch on YouTube

youtube_video DvmR4QldlCI · row DvmR4QldlCI

LAION-DISCO-12M

Dark Drizzy (Freestyle Instrumental)

Listed as Type Beat, The HitForce – Dark Drizzy (Freestyle Instrumental) (Hip Hop Instrumental) · Watch on YouTube

youtube_video I2iWO-qRBbI · row I2iWO-qRBbI

LAION-DISCO-12M

Drill Type Beat 2021 (Instrumental)

Listed as Type Beat, The HitForce – Drill Type Beat 2021 (Instrumental) (Type Beat 2021) · Watch on YouTube

youtube_video K0sY2niN5vI · row K0sY2niN5vI

LAION-DISCO-12M

Piano Hard Drill Beat (Instrumental Rap)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Piano Hard Drill Beat (Instrumental Rap) (Best Freestyle Beats) · Watch on YouTube

youtube_video KFG4t6QLLPg · row KFG4t6QLLPg

LAION-DISCO-12M

Sad Vibe (Trap Instrumental)

Listed as Type Beat, The HitForce – Sad Vibe (Trap Instrumental) (Hip Hop Instrumental) · Watch on YouTube

youtube_video LC9OSt26xWg · row LC9OSt26xWg

LAION-DISCO-12M

Bass Test Beat #2 (Instrumental)

Listed as Bass Boosted HD, The HitForce – Bass Test Beat #2 (Instrumental) (Car Music Mix 2019: Vol. 1) · Watch on YouTube

youtube_video LpdSh37Ym9k · row LpdSh37Ym9k

LAION-DISCO-12M

A Boogie WIt Da Hoodie (Instrumental)

Listed as Type Beat, The HitForce – A Boogie WIt Da Hoodie (Instrumental) (Freestyling) · Watch on YouTube

youtube_video OiGB9swCT7o · row OiGB9swCT7o

LAION-DISCO-12M

Hardest Rap Beat Ever

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Hardest Rap Beat Ever (Beats 2021 Instrumental) · Watch on YouTube

youtube_video QDQaq44WqMQ · row QDQaq44WqMQ

LAION-DISCO-12M

Lofi Trap (Freestyle Instrumental)

Listed as Type Beat, The HitForce – Lofi Trap (Freestyle Instrumental) (Hip Hop Instrumental) · Watch on YouTube

youtube_video QPxbTwVAn-s · row QPxbTwVAn-s

LAION-DISCO-12M

90s Hip hop (Instrumental)

Listed as Type Beat, The HitForce – 90s Hip hop (Instrumental) (Boom Bap Old School) · Watch on YouTube

youtube_video RTN3V1xaVxY · row RTN3V1xaVxY

LAION-DISCO-12M

Uplifting Rap Beat

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Uplifting Rap Beat (Beats 2021 Instrumental) · Watch on YouTube

youtube_video WVCUcNZYyD8 · row WVCUcNZYyD8

LAION-DISCO-12M

Guitar Gunna (Instrumental)

Listed as Type Beat, The HitForce – Guitar Gunna (Instrumental) (Freestyle Hip Hop) · Watch on YouTube

youtube_video XfolHv3RjKc · row XfolHv3RjKc

LAION-DISCO-12M

Melodic Hard Trap Beat (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Melodic Hard Trap Beat (Instrumental) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video _Bykj5GIoJs · row _Bykj5GIoJs

LAION-DISCO-12M

Trippy Trap Type Beat (Instrumental Beat)

Listed as Beats De Rap, Instrumental Rap Hip Hop, The HitForce – Trippy Trap Type Beat (Instrumental Beat) (Hard Rap Beats 2021 - Rap Beats Freestyle Instrumental) · Watch on YouTube

youtube_video _Pzjf_oFvRo · row _Pzjf_oFvRo

LAION-DISCO-12M

Rap R&B Type Beat (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Rap R&B Type Beat (Instrumental) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video aQtF3Ij_iqs · row aQtF3Ij_iqs

LAION-DISCO-12M

Joey Badass (Instrumental)

Listed as Type Beat, The HitForce – Joey Badass (Instrumental) (Boom Bap Old School) · Watch on YouTube

youtube_video aUjgFXZSCAo · row aUjgFXZSCAo

LAION-DISCO-12M

Hard Lil Baby (Free Instrumental)

Listed as Type Beat, The HitForce – Hard Lil Baby (Free Instrumental) (Hard Freestyle Beats) · Watch on YouTube

youtube_video akTGsugTk_E · row akTGsugTk_E

LAION-DISCO-12M

Halloween Drill

Listed as Type Beat, The HitForce – Halloween Drill (Halloween Songs) · Watch on YouTube

youtube_video bKagz3SgF7k · row bKagz3SgF7k

LAION-DISCO-12M

Pooh Shiesty x Cardi B Type Beat 2021

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Pooh Shiesty x Cardi B Type Beat 2021 (Beats 2021 Instrumental) · Watch on YouTube

youtube_video bRcDbhJCsPg · row bRcDbhJCsPg

LAION-DISCO-12M

Conway (Instrumental)

Listed as Type Beat, The HitForce – Conway (Instrumental) (Boom Bap Old School) · Watch on YouTube

youtube_video cQ5QaPgPivk · row cQ5QaPgPivk

LAION-DISCO-12M

Free West Coast (Instrumental)

Listed as Type Beat, The HitForce – Free West Coast (Instrumental) (Freestyle Rap Beats) · Watch on YouTube

youtube_video cYgNYzu6dic · row cYgNYzu6dic

LAION-DISCO-12M

Diss Track Beat (Instrumental)

Listed as Bass Boosted HD, The HitForce – Diss Track Beat (Instrumental) (Car Music Mix 2019: Vol. 1) · Watch on YouTube

youtube_video dPgeShX7H3w · row dPgeShX7H3w

LAION-DISCO-12M

Quavo (Instrumental)

Listed as Type Beat, The HitForce – Quavo (Instrumental) (Freestyling) · Watch on YouTube

youtube_video ebHTkhzc59U · row ebHTkhzc59U

LAION-DISCO-12M

90s Boom Bap (Instrumental)

Listed as Type Beat, The HitForce – 90s Boom Bap (Instrumental) (Boom Bap Old School) · Watch on YouTube

youtube_video g3a2htSmp_s · row g3a2htSmp_s

LAION-DISCO-12M

Hard Hitting (Rap Instrumental)

Listed as Type Beat, The HitForce – Hard Hitting (Rap Instrumental) (Freestyle Hip Hop) · Watch on YouTube

youtube_video hkCQ9zYNWnk · row hkCQ9zYNWnk

LAION-DISCO-12M

Drake Trap Type Beats

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Drake Trap Type Beats (Beats 2021 Instrumental) · Watch on YouTube

youtube_video kfsyjrbSMps · row kfsyjrbSMps

LAION-DISCO-12M

Fast Aggressive 808 (Trap Bass Instrumental)

Listed as Type Beat, The HitForce – Fast Aggressive 808 (Trap Bass Instrumental) (Free Freestyle Rap Trap (Instrumental)) · Watch on YouTube

youtube_video liEqZ-_HoHI · row liEqZ-_HoHI

LAION-DISCO-12M

Certified Lover Boy Type Beat (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Certified Lover Boy Type Beat (Instrumental) (Best Freestyle Beats) · Watch on YouTube

youtube_video nIrFCgrnsIM · row nIrFCgrnsIM

LAION-DISCO-12M

J Cole Freestyle Type Beat (Instrumental Freestyle Beats)

Listed as Beats De Rap, Instrumental Rap Hip Hop, The HitForce – J Cole Freestyle Type Beat (Instrumental Freestyle Beats) (Hard Rap Beats 2021 - Rap Beats Freestyle Instrumental) · Watch on YouTube

youtube_video ojcM1Kbfgww · row ojcM1Kbfgww

LAION-DISCO-12M

Trap Free (Instrumental Beat)

Listed as Type Beat, The HitForce – Trap Free (Instrumental Beat) (Type Beat 2021) · Watch on YouTube

youtube_video rEZo0Jg0WyU · row rEZo0Jg0WyU

LAION-DISCO-12M

Final Fantasy Music (Trap Remix)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Final Fantasy Music (Trap Remix) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video sVHnMKyioe8 · row sVHnMKyioe8

LAION-DISCO-12M

Slow Trap Beat (Instrumental Beat)

Listed as Beats De Rap, Instrumental Rap Hip Hop, The HitForce – Slow Trap Beat (Instrumental Beat) (Hard Rap Beats 2021 - Rap Beats Freestyle Instrumental) · Watch on YouTube

youtube_video uIYeNCmcz8U · row uIYeNCmcz8U

LAION-DISCO-12M

Japanese Rap Beat 2021

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Japanese Rap Beat 2021 (Beats 2021 Instrumental) · Watch on YouTube

youtube_video uP74Zjm3t9A · row uP74Zjm3t9A

LAION-DISCO-12M

Sad Drip (Piano Trap Instrumental)

Listed as Type Beat, The HitForce – Sad Drip (Piano Trap Instrumental) (Instrumental Hip-Hop and Rap Beats) · Watch on YouTube

youtube_video uSn5Y6aYw_Y · row uSn5Y6aYw_Y

LAION-DISCO-12M

NBAYoung Bo (Instrumental)

Listed as Type Beat, The HitForce – NBAYoung Bo (Instrumental) (Freestyle 2019) · Watch on YouTube

youtube_video vxg3R7lgStY · row vxg3R7lgStY

LAION-DISCO-12M

Afro Rnb (Instrumental)

Listed as Type Beat, The HitForce – Afro Rnb (Instrumental) (Freestyle Trap) · Watch on YouTube

youtube_video w_JIErtuylU · row w_JIErtuylU

LAION-DISCO-12M

Lofi Chill Trap Type Beat (Instrumental Beats)

Listed as Beats De Rap, Instrumental Rap Hip Hop, The HitForce – Lofi Chill Trap Type Beat (Instrumental Beats) (Hard Rap Beats 2021 - Rap Beats Freestyle Instrumental) · Watch on YouTube

youtube_video xFbksUbG7f4 · row xFbksUbG7f4

LAION-DISCO-12M

Free Guitar (Rap Instrumental)

Listed as Type Beat, The HitForce – Free Guitar (Rap Instrumental) (Freestyle Hip Hop) · Watch on YouTube

youtube_video xiDMrtON1OM · row xiDMrtON1OM

LAION-DISCO-12M

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.