terminusresearch
/

minimax-music3-training-tournament

@@ -47,8 +47,7 @@ All renders use a 40-second maximum duration, 30 flow steps, flow CFG 1.7, and s
 - **NextLat**: [MiniMaxMusicTraining/soad-mm3-nextlat-20260822](https://huggingface.co/MiniMaxMusicTraining/soad-mm3-nextlat-20260822)
 - **NextLat + XM**: [MiniMaxMusicTraining/soad-mm3-nextlat-xm-20260822](https://huggingface.co/MiniMaxMusicTraining/soad-mm3-nextlat-xm-20260822)
-<details>
-<summary><strong>No trigger word / off-genre descriptors</strong></summary>
 Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean electric piano, airy male vocals, smooth verse-chorus songwriting, restrained dynamics, polished intimate mix.`
@@ -100,10 +99,7 @@ Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean elec
 </details>
-</details>
-<details>
-<summary><strong>Trigger word only</strong></summary>
 Caption: `system of a down, soad style music`
@@ -155,10 +151,7 @@ Caption: `system of a down, soad style music`
 </details>
-</details>
-<details>
-<summary><strong>Matching descriptors, no trigger word</strong></summary>
 Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
@@ -210,10 +203,7 @@ Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with lay
 </details>
-</details>
-<details>
-<summary><strong>Trigger word + matching descriptors</strong></summary>
 Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
@@ -267,8 +257,6 @@ Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gent
 </details>
-</details>
 <details>
 <summary><strong>Full song without regularisation</strong> (576 renders)</summary>
@@ -285,8 +273,7 @@ All renders use a 40-second maximum duration, 30 flow steps, flow CFG 1.7, and s
 > **Run note:** These four runs resumed their learned LoRA weights from checkpoint 500 with fresh optimizer, sampler, and RNG state after the original local trainer state was lost.
-<details>
-<summary><strong>No trigger word / off-genre descriptors</strong></summary>
 Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean electric piano, airy male vocals, smooth verse-chorus songwriting, restrained dynamics, polished intimate mix.`
@@ -338,10 +325,7 @@ Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean elec
 </details>
-</details>
-<details>
-<summary><strong>Trigger word only</strong></summary>
 Caption: `system of a down, soad style music`
@@ -393,10 +377,7 @@ Caption: `system of a down, soad style music`
 </details>
-</details>
-<details>
-<summary><strong>Matching descriptors, no trigger word</strong></summary>
 Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
@@ -448,10 +429,7 @@ Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with lay
 </details>
-</details>
-<details>
-<summary><strong>Trigger word + matching descriptors</strong></summary>
 Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
@@ -505,8 +483,6 @@ Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gent
 </details>
-</details>
 <details>
 <summary><strong>Random windowing + regularisation</strong> (432 renders)</summary>
@@ -520,8 +496,7 @@ All renders use a 40-second maximum duration, 30 flow steps, flow CFG 1.7, and s
 - **NextLat**: [MiniMaxMusicTraining/soad-mm3-nextlat-20260823-10k-adamw8e-5-randwin128-reg128-nocapdrop](https://huggingface.co/MiniMaxMusicTraining/soad-mm3-nextlat-20260823-10k-adamw8e-5-randwin128-reg128-nocapdrop)
 - **NextLat + XM**: [MiniMaxMusicTraining/soad-mm3-nextlat-xm-20260823-10k-adamw8e-5-randwin128-reg128-nocapdrop](https://huggingface.co/MiniMaxMusicTraining/soad-mm3-nextlat-xm-20260823-10k-adamw8e-5-randwin128-reg128-nocapdrop)
-<details>
-<summary><strong>No trigger word / off-genre descriptors</strong></summary>
 Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean electric piano, airy male vocals, smooth verse-chorus songwriting, restrained dynamics, polished intimate mix.`
@@ -569,10 +544,7 @@ Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean elec
 </details>
-</details>
-<details>
-<summary><strong>Trigger word only</strong></summary>
 Caption: `system of a down, soad style music`
@@ -620,10 +592,7 @@ Caption: `system of a down, soad style music`
 </details>
-</details>
-<details>
-<summary><strong>Matching descriptors, no trigger word</strong></summary>
 Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
@@ -671,10 +640,7 @@ Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with lay
 </details>
-</details>
-<details>
-<summary><strong>Trigger word + matching descriptors</strong></summary>
 Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
@@ -724,8 +690,6 @@ Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gent
 </details>
-</details>
 <details>
 <summary><strong>Caption v2: training-window comparison</strong> (400 renders)</summary>
@@ -742,8 +706,7 @@ All renders use a 40-second maximum duration, 30 flow steps, flow CFG 1.7, and s
 > **Run note:** Checkpoint coverage differs by leg; empty table cells were not rendered.
-<details>
-<summary><strong>No trigger word / off-genre descriptors</strong></summary>
 Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean electric piano, airy male vocals, smooth verse-chorus songwriting, restrained dynamics, polished intimate mix.`
@@ -795,10 +758,7 @@ Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean elec
 </details>
-</details>
-<details>
-<summary><strong>Trigger word only</strong></summary>
 Caption: `system of a down, soad style music`
@@ -850,10 +810,7 @@ Caption: `system of a down, soad style music`
 </details>
-</details>
-<details>
-<summary><strong>Matching descriptors, no trigger word</strong></summary>
 Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
@@ -905,10 +862,7 @@ Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with lay
 </details>
-</details>
-<details>
-<summary><strong>Trigger word + matching descriptors</strong></summary>
 Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
@@ -962,8 +916,6 @@ Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gent
 </details>
-</details>
 <details>
 <summary><strong>Caption v2: singer-tag comparison</strong> (480 renders)</summary>
@@ -980,8 +932,7 @@ All renders use a 40-second maximum duration, 30 flow steps, flow CFG 1.7, and s
 > **Run note:** Checkpoint coverage differs by leg; empty table cells were not rendered.
-<details>
-<summary><strong>No trigger word / off-genre descriptors</strong></summary>
 Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean electric piano, airy male vocals, smooth verse-chorus songwriting, restrained dynamics, polished intimate mix.`
@@ -1033,10 +984,7 @@ Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean elec
 </details>
-</details>
-<details>
-<summary><strong>Trigger word only</strong></summary>
 Caption: `system of a down, soad style music`
@@ -1088,10 +1036,7 @@ Caption: `system of a down, soad style music`
 </details>
-</details>
-<details>
-<summary><strong>Matching descriptors, no trigger word</strong></summary>
 Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
@@ -1143,10 +1088,7 @@ Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with lay
 </details>
-</details>
-<details>
-<summary><strong>Trigger word + matching descriptors</strong></summary>
 Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
@@ -1200,8 +1142,6 @@ Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gent
 </details>
-</details>
 ## Evaluation lyrics
 The original comparison lyrics are shared by the first four tournaments. The latest singer-tag

 - **NextLat**: [MiniMaxMusicTraining/soad-mm3-nextlat-20260822](https://huggingface.co/MiniMaxMusicTraining/soad-mm3-nextlat-20260822)
 - **NextLat + XM**: [MiniMaxMusicTraining/soad-mm3-nextlat-xm-20260822](https://huggingface.co/MiniMaxMusicTraining/soad-mm3-nextlat-xm-20260822)
+### No trigger word / off-genre descriptors
 Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean electric piano, airy male vocals, smooth verse-chorus songwriting, restrained dynamics, polished intimate mix.`
 </details>
+### Trigger word only
 Caption: `system of a down, soad style music`
 </details>
+### Matching descriptors, no trigger word
 Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
 </details>
+### Trigger word + matching descriptors
 Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
 </details>
 <details>
 <summary><strong>Full song without regularisation</strong> (576 renders)</summary>
 > **Run note:** These four runs resumed their learned LoRA weights from checkpoint 500 with fresh optimizer, sampler, and RNG state after the original local trainer state was lost.
+### No trigger word / off-genre descriptors
 Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean electric piano, airy male vocals, smooth verse-chorus songwriting, restrained dynamics, polished intimate mix.`
 </details>
+### Trigger word only
 Caption: `system of a down, soad style music`
 </details>
+### Matching descriptors, no trigger word
 Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
 </details>
+### Trigger word + matching descriptors
 Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
 </details>
 <details>
 <summary><strong>Random windowing + regularisation</strong> (432 renders)</summary>
 - **NextLat**: [MiniMaxMusicTraining/soad-mm3-nextlat-20260823-10k-adamw8e-5-randwin128-reg128-nocapdrop](https://huggingface.co/MiniMaxMusicTraining/soad-mm3-nextlat-20260823-10k-adamw8e-5-randwin128-reg128-nocapdrop)
 - **NextLat + XM**: [MiniMaxMusicTraining/soad-mm3-nextlat-xm-20260823-10k-adamw8e-5-randwin128-reg128-nocapdrop](https://huggingface.co/MiniMaxMusicTraining/soad-mm3-nextlat-xm-20260823-10k-adamw8e-5-randwin128-reg128-nocapdrop)
+### No trigger word / off-genre descriptors
 Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean electric piano, airy male vocals, smooth verse-chorus songwriting, restrained dynamics, polished intimate mix.`
 </details>
+### Trigger word only
 Caption: `system of a down, soad style music`
 </details>
+### Matching descriptors, no trigger word
 Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
 </details>
+### Trigger word + matching descriptors
 Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
 </details>
 <details>
 <summary><strong>Caption v2: training-window comparison</strong> (400 renders)</summary>
 > **Run note:** Checkpoint coverage differs by leg; empty table cells were not rendered.
+### No trigger word / off-genre descriptors
 Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean electric piano, airy male vocals, smooth verse-chorus songwriting, restrained dynamics, polished intimate mix.`
 </details>
+### Trigger word only
 Caption: `system of a down, soad style music`
 </details>
+### Matching descriptors, no trigger word
 Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
 </details>
+### Trigger word + matching descriptors
 Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
 </details>
 <details>
 <summary><strong>Caption v2: singer-tag comparison</strong> (480 renders)</summary>
 > **Run note:** Checkpoint coverage differs by leg; empty table cells were not rendered.
+### No trigger word / off-genre descriptors
 Caption: `Alternative pop-jazz, 102 BPM, brushed drums, upright bass, clean electric piano, airy male vocals, smooth verse-chorus songwriting, restrained dynamics, polished intimate mix.`
 </details>
+### Trigger word only
 Caption: `system of a down, soad style music`
 </details>
+### Matching descriptors, no trigger word
 Caption: `Lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
 </details>
+### Trigger word + matching descriptors
 Caption: `system of a down, soad style music, lilting hypnotic arpeggios, a gentle melodic mid-tempo groove with layered harmonies, sudden explosive distorted riffs, unstable meter changes, theatrical male vocals, tightly syncopated bass and drums, abrupt shifts between fragile verses and frantic heavy choruses.`
 </details>
 ## Evaluation lyrics
 The original comparison lyrics are shared by the first four tournaments. The latest singer-tag