Brian Semrau commited on
Commit ·
f1e2244
1
Parent(s): 516e93a
upload latest model, fix tokenizer
Browse files- README.md +7 -3
- rwkvmidipiano-12L_1024D_step1100_ctx4096.pth +3 -0
- tokenizer-midipiano.json +125 -125
README.md
CHANGED
|
@@ -4,9 +4,13 @@ tags:
|
|
| 4 |
- music
|
| 5 |
---
|
| 6 |
|
| 7 |
-
|
|
|
|
| 8 |
|
| 9 |
-
|
|
|
|
|
|
|
| 10 |
|
| 11 |
To run, use the rwkv pip package: https://pypi.org/project/rwkv/
|
| 12 |
-
|
|
|
|
|
|
| 4 |
- music
|
| 5 |
---
|
| 6 |
|
| 7 |
+
step650 model was trained in 48hr on an RTX3090,
|
| 8 |
+
step1100 model initially experimentally trained to add tiny attenion (RWKV-4b), but then finetuned again to remove it. Final finetuning was done with ctx 4096.
|
| 9 |
|
| 10 |
+
See training history: https://wandb.ai/brianflakes/rwkv-midi
|
| 11 |
+
|
| 12 |
+
Trained using GiantMIDI-Piano dataset, augmented 30x.
|
| 13 |
|
| 14 |
To run, use the rwkv pip package: https://pypi.org/project/rwkv/
|
| 15 |
+
|
| 16 |
+
To convert to MIDI, use https://github.com/briansemrau/MIDI-LLM-tokenizer
|
rwkvmidipiano-12L_1024D_step1100_ctx4096.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ff6664e7fb2edb9da16f13ffe1ddbcd657aa9eaaba0d8848bc242a5b442b4d3a
|
| 3 |
+
size 672771653
|
tokenizer-midipiano.json
CHANGED
|
@@ -45,131 +45,131 @@
|
|
| 45 |
"<pad>": 0,
|
| 46 |
"<start>": 1,
|
| 47 |
"<end>": 2,
|
| 48 |
-
"
|
| 49 |
-
"
|
| 50 |
-
"
|
| 51 |
-
"
|
| 52 |
-
"
|
| 53 |
-
"
|
| 54 |
-
"
|
| 55 |
-
"
|
| 56 |
-
"
|
| 57 |
-
"
|
| 58 |
-
"
|
| 59 |
-
"
|
| 60 |
-
"
|
| 61 |
-
"
|
| 62 |
-
"
|
| 63 |
-
"
|
| 64 |
-
"
|
| 65 |
-
"
|
| 66 |
-
"
|
| 67 |
-
"
|
| 68 |
-
"
|
| 69 |
-
"
|
| 70 |
-
"
|
| 71 |
-
"
|
| 72 |
-
"
|
| 73 |
-
"
|
| 74 |
-
"
|
| 75 |
-
"
|
| 76 |
-
"
|
| 77 |
-
"
|
| 78 |
-
"
|
| 79 |
-
"
|
| 80 |
-
"
|
| 81 |
-
"
|
| 82 |
-
"
|
| 83 |
-
"
|
| 84 |
-
"
|
| 85 |
-
"
|
| 86 |
-
"
|
| 87 |
-
"
|
| 88 |
-
"
|
| 89 |
-
"
|
| 90 |
-
"
|
| 91 |
-
"
|
| 92 |
-
"
|
| 93 |
-
"
|
| 94 |
-
"
|
| 95 |
-
"
|
| 96 |
-
"
|
| 97 |
-
"
|
| 98 |
-
"
|
| 99 |
-
"
|
| 100 |
-
"
|
| 101 |
-
"
|
| 102 |
-
"
|
| 103 |
-
"
|
| 104 |
-
"
|
| 105 |
-
"
|
| 106 |
-
"
|
| 107 |
-
"
|
| 108 |
-
"
|
| 109 |
-
"
|
| 110 |
-
"
|
| 111 |
-
"
|
| 112 |
-
"
|
| 113 |
-
"
|
| 114 |
-
"
|
| 115 |
-
"
|
| 116 |
-
"
|
| 117 |
-
"
|
| 118 |
-
"
|
| 119 |
-
"
|
| 120 |
-
"
|
| 121 |
-
"
|
| 122 |
-
"
|
| 123 |
-
"
|
| 124 |
-
"
|
| 125 |
-
"
|
| 126 |
-
"
|
| 127 |
-
"
|
| 128 |
-
"
|
| 129 |
-
"
|
| 130 |
-
"
|
| 131 |
-
"
|
| 132 |
-
"
|
| 133 |
-
"
|
| 134 |
-
"
|
| 135 |
-
"
|
| 136 |
-
"
|
| 137 |
-
"
|
| 138 |
-
"
|
| 139 |
-
"
|
| 140 |
-
"
|
| 141 |
-
"
|
| 142 |
-
"
|
| 143 |
-
"
|
| 144 |
-
"
|
| 145 |
-
"
|
| 146 |
-
"
|
| 147 |
-
"
|
| 148 |
-
"
|
| 149 |
-
"
|
| 150 |
-
"
|
| 151 |
-
"
|
| 152 |
-
"
|
| 153 |
-
"
|
| 154 |
-
"
|
| 155 |
-
"
|
| 156 |
-
"
|
| 157 |
-
"
|
| 158 |
-
"
|
| 159 |
-
"
|
| 160 |
-
"
|
| 161 |
-
"
|
| 162 |
-
"
|
| 163 |
-
"
|
| 164 |
-
"
|
| 165 |
-
"
|
| 166 |
-
"
|
| 167 |
-
"
|
| 168 |
-
"
|
| 169 |
-
"
|
| 170 |
-
"
|
| 171 |
-
"
|
| 172 |
-
"
|
| 173 |
"p:0:0": 128,
|
| 174 |
"p:0:1": 129,
|
| 175 |
"p:0:2": 130,
|
|
|
|
| 45 |
"<pad>": 0,
|
| 46 |
"<start>": 1,
|
| 47 |
"<end>": 2,
|
| 48 |
+
"t1": 3,
|
| 49 |
+
"t2": 4,
|
| 50 |
+
"t3": 5,
|
| 51 |
+
"t4": 6,
|
| 52 |
+
"t5": 7,
|
| 53 |
+
"t6": 8,
|
| 54 |
+
"t7": 9,
|
| 55 |
+
"t8": 10,
|
| 56 |
+
"t9": 11,
|
| 57 |
+
"t10": 12,
|
| 58 |
+
"t11": 13,
|
| 59 |
+
"t12": 14,
|
| 60 |
+
"t13": 15,
|
| 61 |
+
"t14": 16,
|
| 62 |
+
"t15": 17,
|
| 63 |
+
"t16": 18,
|
| 64 |
+
"t17": 19,
|
| 65 |
+
"t18": 20,
|
| 66 |
+
"t19": 21,
|
| 67 |
+
"t20": 22,
|
| 68 |
+
"t21": 23,
|
| 69 |
+
"t22": 24,
|
| 70 |
+
"t23": 25,
|
| 71 |
+
"t24": 26,
|
| 72 |
+
"t25": 27,
|
| 73 |
+
"t26": 28,
|
| 74 |
+
"t27": 29,
|
| 75 |
+
"t28": 30,
|
| 76 |
+
"t29": 31,
|
| 77 |
+
"t30": 32,
|
| 78 |
+
"t31": 33,
|
| 79 |
+
"t32": 34,
|
| 80 |
+
"t33": 35,
|
| 81 |
+
"t34": 36,
|
| 82 |
+
"t35": 37,
|
| 83 |
+
"t36": 38,
|
| 84 |
+
"t37": 39,
|
| 85 |
+
"t38": 40,
|
| 86 |
+
"t39": 41,
|
| 87 |
+
"t40": 42,
|
| 88 |
+
"t41": 43,
|
| 89 |
+
"t42": 44,
|
| 90 |
+
"t43": 45,
|
| 91 |
+
"t44": 46,
|
| 92 |
+
"t45": 47,
|
| 93 |
+
"t46": 48,
|
| 94 |
+
"t47": 49,
|
| 95 |
+
"t48": 50,
|
| 96 |
+
"t49": 51,
|
| 97 |
+
"t50": 52,
|
| 98 |
+
"t51": 53,
|
| 99 |
+
"t52": 54,
|
| 100 |
+
"t53": 55,
|
| 101 |
+
"t54": 56,
|
| 102 |
+
"t55": 57,
|
| 103 |
+
"t56": 58,
|
| 104 |
+
"t57": 59,
|
| 105 |
+
"t58": 60,
|
| 106 |
+
"t59": 61,
|
| 107 |
+
"t60": 62,
|
| 108 |
+
"t61": 63,
|
| 109 |
+
"t62": 64,
|
| 110 |
+
"t63": 65,
|
| 111 |
+
"t64": 66,
|
| 112 |
+
"t65": 67,
|
| 113 |
+
"t66": 68,
|
| 114 |
+
"t67": 69,
|
| 115 |
+
"t68": 70,
|
| 116 |
+
"t69": 71,
|
| 117 |
+
"t70": 72,
|
| 118 |
+
"t71": 73,
|
| 119 |
+
"t72": 74,
|
| 120 |
+
"t73": 75,
|
| 121 |
+
"t74": 76,
|
| 122 |
+
"t75": 77,
|
| 123 |
+
"t76": 78,
|
| 124 |
+
"t77": 79,
|
| 125 |
+
"t78": 80,
|
| 126 |
+
"t79": 81,
|
| 127 |
+
"t80": 82,
|
| 128 |
+
"t81": 83,
|
| 129 |
+
"t82": 84,
|
| 130 |
+
"t83": 85,
|
| 131 |
+
"t84": 86,
|
| 132 |
+
"t85": 87,
|
| 133 |
+
"t86": 88,
|
| 134 |
+
"t87": 89,
|
| 135 |
+
"t88": 90,
|
| 136 |
+
"t89": 91,
|
| 137 |
+
"t90": 92,
|
| 138 |
+
"t91": 93,
|
| 139 |
+
"t92": 94,
|
| 140 |
+
"t93": 95,
|
| 141 |
+
"t94": 96,
|
| 142 |
+
"t95": 97,
|
| 143 |
+
"t96": 98,
|
| 144 |
+
"t97": 99,
|
| 145 |
+
"t98": 100,
|
| 146 |
+
"t99": 101,
|
| 147 |
+
"t100": 102,
|
| 148 |
+
"t101": 103,
|
| 149 |
+
"t102": 104,
|
| 150 |
+
"t103": 105,
|
| 151 |
+
"t104": 106,
|
| 152 |
+
"t105": 107,
|
| 153 |
+
"t106": 108,
|
| 154 |
+
"t107": 109,
|
| 155 |
+
"t108": 110,
|
| 156 |
+
"t109": 111,
|
| 157 |
+
"t110": 112,
|
| 158 |
+
"t111": 113,
|
| 159 |
+
"t112": 114,
|
| 160 |
+
"t113": 115,
|
| 161 |
+
"t114": 116,
|
| 162 |
+
"t115": 117,
|
| 163 |
+
"t116": 118,
|
| 164 |
+
"t117": 119,
|
| 165 |
+
"t118": 120,
|
| 166 |
+
"t119": 121,
|
| 167 |
+
"t120": 122,
|
| 168 |
+
"t121": 123,
|
| 169 |
+
"t122": 124,
|
| 170 |
+
"t123": 125,
|
| 171 |
+
"t124": 126,
|
| 172 |
+
"t125": 127,
|
| 173 |
"p:0:0": 128,
|
| 174 |
"p:0:1": 129,
|
| 175 |
"p:0:2": 130,
|