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 Hip Hop (Instrumental), Slow Gunna (Hard Trap Instrumental), Dark Trap Vibes (Beats Instrumental)

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.

Hip Hop (Instrumental)

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

youtube_video 0qzp1AoZbKI · row 0qzp1AoZbKI

LAION-DISCO-12M

Slow Gunna (Hard Trap Instrumental)

Listed as Type Beat, The HitForce – Slow Gunna (Hard Trap Instrumental) (Instrumental Hip-Hop and Rap Beats) · Watch on YouTube

youtube_video 1p754QL2n8c · row 1p754QL2n8c

LAION-DISCO-12M

Dark Trap Vibes (Beats Instrumental)

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

youtube_video 21pwZBFODSI · row 21pwZBFODSI

LAION-DISCO-12M

Hip Hop Bass Test (Instrumental)

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

youtube_video 3soHgBkP8AI · row 3soHgBkP8AI

LAION-DISCO-12M

Money Man (Instrumental)

Listed as Type Beat, The HitForce – Money Man (Instrumental) (Freestyle Rap Trap) · Watch on YouTube

youtube_video 5CpvmEXnAPk · row 5CpvmEXnAPk

LAION-DISCO-12M

Hard Spanish Guitar (Trap Instrumental)

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

youtube_video 74qS8J3KhrA · row 74qS8J3KhrA

LAION-DISCO-12M

Sad Acoustic Guitar (Trap Instrumental)

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

youtube_video 7lIk1YJRVM0 · row 7lIk1YJRVM0

LAION-DISCO-12M

Murda Beats (Instrumental)

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

youtube_video 9Cbu-2hmc3Y · row 9Cbu-2hmc3Y

LAION-DISCO-12M

PnB Roc (Instrumental)

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

youtube_video 9HI4WbO7pLs · row 9HI4WbO7pLs

LAION-DISCO-12M

Piano Freestyle (Rap Instrumental)

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

youtube_video 9I6qG9CRwE8 · row 9I6qG9CRwE8

LAION-DISCO-12M

Dark Melodic Future (Instrumental)

Listed as Type Beat, The HitForce – Dark Melodic Future (Instrumental) (Hard Freestyle Rap Beats Fast) · Watch on YouTube

youtube_video CfFNxRPfDmA · row CfFNxRPfDmA

LAION-DISCO-12M

Chill Flute (Trap Instrumental)

Listed as Type Beat, The HitForce – Chill Flute (Trap Instrumental) (Freestyle Rap Trap) · Watch on YouTube

youtube_video DDqaNMa8LZY · row DDqaNMa8LZY

LAION-DISCO-12M

Jazzy Rap Hip Hop Beat

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

youtube_video FTYBGAjRASQ · row FTYBGAjRASQ

LAION-DISCO-12M

Old School 90s (Instrumental)

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

youtube_video H2fnO3exK78 · row H2fnO3exK78

LAION-DISCO-12M

Flute 808 (Trap Instrumental)

Listed as Type Beat, The HitForce – Flute 808 (Trap Instrumental) (Hard Freestyle Rap Beats Fast) · Watch on YouTube

youtube_video J8kSZun0Zfo · row J8kSZun0Zfo

LAION-DISCO-12M

Ugly God (Instrumental)

Listed as Type Beat, The HitForce – Ugly God (Instrumental) (Hard Freestyle Beats) · Watch on YouTube

youtube_video JpnEy_DE3w0 · row JpnEy_DE3w0

LAION-DISCO-12M

Melodic Piano 2021 (Trap Instrumental)

Listed as Type Beat, The HitForce – Melodic Piano 2021 (Trap Instrumental) (Hard Freestyle Rap Beats Fast) · Watch on YouTube

youtube_video Lqx1arkrJuQ · row Lqx1arkrJuQ

LAION-DISCO-12M

A Lil Mosey (Instrumental)

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

youtube_video MKnu1YS9uY4 · row MKnu1YS9uY4

LAION-DISCO-12M

Flute War (Instrumental)

Listed as Type Beat, The HitForce – Flute War (Instrumental) (Free Rap Beats to Freestyle to (Instrumental)) · Watch on YouTube

youtube_video OZnkZiwk9H4 · row OZnkZiwk9H4

LAION-DISCO-12M

Sad Lil Baby (Instrumental)

Listed as Type Beat, The HitForce – Sad Lil Baby (Instrumental) (Freestyle Rap Trap) · Watch on YouTube

youtube_video Peq_SVnv9ig · row Peq_SVnv9ig

LAION-DISCO-12M

Drill (Instrumental)

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

youtube_video T11Wiwl7L04 · row T11Wiwl7L04

LAION-DISCO-12M

Shoreline (Trap Instrumental)

Listed as Type Beat, The HitForce – Shoreline (Trap Instrumental) (Hard Freestyle Beats) · Watch on YouTube

youtube_video U1c8vlrWLBw · row U1c8vlrWLBw

LAION-DISCO-12M

Sad Lofi Trap (Instrumental)

Listed as Type Beat, The HitForce – Sad Lofi Trap (Instrumental) (Free Rap Beats to Freestyle to (Instrumental)) · Watch on YouTube

youtube_video VJuabP9rl_8 · row VJuabP9rl_8

LAION-DISCO-12M

Bryson Tiller (Instrumental)

Listed as Type Beat, The HitForce – Bryson Tiller (Instrumental) (Free Rap Beats to Freestyle to (Instrumental)) · Watch on YouTube

youtube_video WCNczePZ4lE · row WCNczePZ4lE

LAION-DISCO-12M

Happy Vibes Type Beat 2021 (Beats Instrumental)

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

youtube_video Y-9RRcs8JUQ · row Y-9RRcs8JUQ

LAION-DISCO-12M

Halloween Rap

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

youtube_video YHW2Ryhx8Fg · row YHW2Ryhx8Fg

LAION-DISCO-12M

Samurai Bass Trap (Instrumental)

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

youtube_video _LjGqh5fzz8 · row _LjGqh5fzz8

LAION-DISCO-12M

Type Beat 2021 (Instrumental)

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

youtube_video aeqkVW7e04k · row aeqkVW7e04k

LAION-DISCO-12M

Chill Reggae (Happy Instrumental)

Listed as Type Beat, The HitForce – Chill Reggae (Happy Instrumental) (Instrumental Hip-Hop and Rap Beats) · Watch on YouTube

youtube_video b97nf2R9e9I · row b97nf2R9e9I

LAION-DISCO-12M

21 Savage (Instrumental)

Listed as Type Beat, The HitForce – 21 Savage (Instrumental) (Freestyle Trap) · Watch on YouTube

youtube_video cfOMk-Id8Zw · row cfOMk-Id8Zw

LAION-DISCO-12M

A J Cole (Instrumental)

Listed as Type Beat, The HitForce – A J Cole (Instrumental) (Freestyle Rap Beats) · Watch on YouTube

youtube_video cyuR_PrjLTY · row cyuR_PrjLTY

LAION-DISCO-12M

Epic Brass (Rap Instrumental)

Listed as Type Beat, The HitForce – Epic Brass (Rap Instrumental) (Freestyle Rap Trap) · Watch on YouTube

youtube_video dsicjl31jxw · row dsicjl31jxw

LAION-DISCO-12M

6IX9INE Type Beat 2021 (Instrumental Beat)

Listed as Beats De Rap, Instrumental Rap Hip Hop, The HitForce – 6IX9INE Type Beat 2021 (Instrumental Beat) (Hard Rap Beats 2021 - Rap Beats Freestyle Instrumental) · Watch on YouTube

youtube_video g-e6kfG8BXo · row g-e6kfG8BXo

LAION-DISCO-12M

Gangsta Rap Beat (Instrumental)

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

youtube_video gvG-7WM1BmU · row gvG-7WM1BmU

LAION-DISCO-12M

Trap Boost (Instrumental)

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

youtube_video ikgKE015B48 · row ikgKE015B48

LAION-DISCO-12M

Wild West Guitar Type Beat (Instrumental Rap)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Wild West Guitar Type Beat (Instrumental Rap) (Best Freestyle Beats) · Watch on YouTube

youtube_video jRcpZ4Atbes · row jRcpZ4Atbes

LAION-DISCO-12M

Rod Wave (Instrumental)

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

youtube_video kRkZto_iv6k · row kRkZto_iv6k

LAION-DISCO-12M

Cyberpunk (Gaming Instrumental)

Listed as Type Beat, The HitForce – Cyberpunk (Gaming Instrumental) (Hard Freestyle Beats) · Watch on YouTube

youtube_video l4JOUdpgmxg · row l4JOUdpgmxg

LAION-DISCO-12M

Synthwave Rap Type Beat

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

youtube_video lua2SZW7Le0 · row lua2SZW7Le0

LAION-DISCO-12M

Focus Energy (Trap Instrumental)

Listed as Type Beat, The HitForce – Focus Energy (Trap Instrumental) (Hard Freestyle Rap Beats Fast) · Watch on YouTube

youtube_video qkPXHGndGOk · row qkPXHGndGOk

LAION-DISCO-12M

Chill & Hard Rap Beat

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

youtube_video ssRNo4e8SwA · row ssRNo4e8SwA

LAION-DISCO-12M

Country Trap Guitar (Instrumental)

Listed as Type Beat, The HitForce – Country Trap Guitar (Instrumental) (Free Rap Beats to Freestyle to (Instrumental)) · Watch on YouTube

youtube_video tmmxiRMIUeo · row tmmxiRMIUeo

LAION-DISCO-12M

Sad Trap (Instrumental)

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

youtube_video tzp3gDq4w8Y · row tzp3gDq4w8Y

LAION-DISCO-12M

Retro Gaming (Instrumental)

Listed as Type Beat, The HitForce – Retro Gaming (Instrumental) (Free Freestyle Rap Trap (Instrumental)) · Watch on YouTube

youtube_video vH0Evx03SyQ · row vH0Evx03SyQ

LAION-DISCO-12M

Epic Battle Beat (Freestyle Beats Instrumental)

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

youtube_video vsTF0DEPkZU · row vsTF0DEPkZU

LAION-DISCO-12M

New Wave Type Beat (Instrumental Beat)

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

youtube_video w1Gm1TPxU98 · row w1Gm1TPxU98

LAION-DISCO-12M

Quarantine (Instrumental)

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

youtube_video wC3YaVT6Aec · row wC3YaVT6Aec

LAION-DISCO-12M

Asian Rap Type Beat

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

youtube_video wE1gV8PZMu4 · row wE1gV8PZMu4

LAION-DISCO-12M

Rock Trap (Rap Instrumental)

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

youtube_video wWFqME0z8Kc · row wWFqME0z8Kc

LAION-DISCO-12M

Country Guitar (Trap Instrumental)

Listed as Type Beat, The HitForce – Country Guitar (Trap Instrumental) (Hard Freestyle Beats) · Watch on YouTube

youtube_video z7lZ1BwyJkk · row z7lZ1BwyJkk

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.