asigalov61
commited on
Upload README.md
Browse files
README.md
CHANGED
@@ -1,3 +1,63 @@
|
|
1 |
-
---
|
2 |
-
license: apache-2.0
|
3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: apache-2.0
|
3 |
+
datasets:
|
4 |
+
- projectlosangeles/Monster-MIDI-Dataset
|
5 |
+
language:
|
6 |
+
- en
|
7 |
+
base_model:
|
8 |
+
- skytnt/midi-model
|
9 |
+
tags:
|
10 |
+
- music
|
11 |
+
- llama
|
12 |
+
- music llama
|
13 |
+
- midi
|
14 |
+
- music ai
|
15 |
+
---
|
16 |
+
|
17 |
+
# Music Llama
|
18 |
+
|
19 |
+
## Llama for MIDI music generation
|
20 |
+
|
21 |
+
![Music-Llama.webp](https://cdn-uploads.huggingface.co/production/uploads/5f57ea2d3f32f12a3c0692e6/x5xKq1QKsBWuzOlJLWVTc.webp)
|
22 |
+
|
23 |
+
***
|
24 |
+
|
25 |
+
## Model Details
|
26 |
+
|
27 |
+
### Model Description
|
28 |
+
|
29 |
+
- **Developed by:** SkyTNT
|
30 |
+
- **Trained by:** asigalov61
|
31 |
+
- **Model type:** Llama Transformer
|
32 |
+
- **License:** apache-2.0
|
33 |
+
|
34 |
+
### Model Sources
|
35 |
+
|
36 |
+
- **Code Repository:** https://github.com/SkyTNT/midi-model
|
37 |
+
- **Demo:** https://huggingface.co/spaces/skytnt/midi-composer
|
38 |
+
|
39 |
+
|
40 |
+
## Training Details
|
41 |
+
|
42 |
+
### Training Data
|
43 |
+
|
44 |
+
- [projectlosangeles/Monster-MIDI-Dataset](https://huggingface.co/datasets/projectlosangeles/Monster-MIDI-Dataset)
|
45 |
+
|
46 |
+
#### Training Hyperparameters
|
47 |
+
|
48 |
+
- config: tv2o-large
|
49 |
+
- max-len: 4096
|
50 |
+
- layers: 24
|
51 |
+
- acc-grad: 8
|
52 |
+
- lr: 1e-4
|
53 |
+
- weight-decay: 0.01
|
54 |
+
- batch: 8x2x8
|
55 |
+
- fp16 mixed precision
|
56 |
+
|
57 |
+
#### Loss
|
58 |
+
- train loss: 0.32
|
59 |
+
|
60 |
+
***
|
61 |
+
|
62 |
+
### Project Los Angeles
|
63 |
+
### Tegridy Code 2024
|