End of training
Browse files- README.md +3 -1
- trainer_state.json +89 -40
README.md
CHANGED
@@ -3,6 +3,8 @@ library_name: peft
|
|
3 |
license: cc-by-nc-4.0
|
4 |
base_model: facebook/musicgen-melody
|
5 |
tags:
|
|
|
|
|
6 |
- generated_from_trainer
|
7 |
model-index:
|
8 |
- name: musicgen-melody-lora-dnb-colab-gs-5-lr-2e-05
|
@@ -14,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
14 |
|
15 |
# musicgen-melody-lora-dnb-colab-gs-5-lr-2e-05
|
16 |
|
17 |
-
This model is a fine-tuned version of [facebook/musicgen-melody](https://huggingface.co/facebook/musicgen-melody) on
|
18 |
|
19 |
## Model description
|
20 |
|
|
|
3 |
license: cc-by-nc-4.0
|
4 |
base_model: facebook/musicgen-melody
|
5 |
tags:
|
6 |
+
- text-to-audio
|
7 |
+
- dnb
|
8 |
- generated_from_trainer
|
9 |
model-index:
|
10 |
- name: musicgen-melody-lora-dnb-colab-gs-5-lr-2e-05
|
|
|
16 |
|
17 |
# musicgen-melody-lora-dnb-colab-gs-5-lr-2e-05
|
18 |
|
19 |
+
This model is a fine-tuned version of [facebook/musicgen-melody](https://huggingface.co/facebook/musicgen-melody) on the istvanj/ncs-dnb dataset.
|
20 |
|
21 |
## Model description
|
22 |
|
trainer_state.json
CHANGED
@@ -1,97 +1,146 @@
|
|
1 |
{
|
2 |
"best_metric": null,
|
3 |
"best_model_checkpoint": null,
|
4 |
-
"epoch":
|
5 |
"eval_steps": 500,
|
6 |
-
"global_step":
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 0.26666666666666666,
|
13 |
-
"grad_norm":
|
14 |
-
"learning_rate": 1.
|
15 |
-
"loss": 9.
|
16 |
"step": 2
|
17 |
},
|
18 |
{
|
19 |
"epoch": 0.5333333333333333,
|
20 |
-
"grad_norm": 8.
|
21 |
-
"learning_rate": 1.
|
22 |
-
"loss": 9.
|
23 |
"step": 4
|
24 |
},
|
25 |
{
|
26 |
"epoch": 0.8,
|
27 |
-
"grad_norm":
|
28 |
-
"learning_rate": 1.
|
29 |
-
"loss": 9.
|
30 |
"step": 6
|
31 |
},
|
32 |
{
|
33 |
"epoch": 1.0,
|
34 |
"grad_norm": NaN,
|
35 |
-
"learning_rate": 1.
|
36 |
-
"loss": 7.
|
37 |
"step": 8
|
38 |
},
|
39 |
{
|
40 |
"epoch": 1.2666666666666666,
|
41 |
-
"grad_norm":
|
42 |
-
"learning_rate": 1.
|
43 |
-
"loss": 9.
|
44 |
"step": 10
|
45 |
},
|
46 |
{
|
47 |
"epoch": 1.5333333333333332,
|
48 |
-
"grad_norm": 9.
|
49 |
-
"learning_rate":
|
50 |
-
"loss": 9.
|
51 |
"step": 12
|
52 |
},
|
53 |
{
|
54 |
"epoch": 1.8,
|
55 |
-
"grad_norm": 10.
|
56 |
-
"learning_rate":
|
57 |
-
"loss": 9.
|
58 |
"step": 14
|
59 |
},
|
60 |
{
|
61 |
"epoch": 2.0,
|
62 |
-
"grad_norm": 5.
|
63 |
-
"learning_rate":
|
64 |
-
"loss": 7.
|
65 |
"step": 16
|
66 |
},
|
67 |
{
|
68 |
"epoch": 2.2666666666666666,
|
69 |
-
"grad_norm":
|
70 |
-
"learning_rate":
|
71 |
-
"loss": 9.
|
72 |
"step": 18
|
73 |
},
|
74 |
{
|
75 |
"epoch": 2.533333333333333,
|
76 |
-
"grad_norm": 10.
|
77 |
-
"learning_rate":
|
78 |
-
"loss": 9.
|
79 |
"step": 20
|
80 |
},
|
81 |
{
|
82 |
-
"epoch": 2.
|
83 |
-
"
|
84 |
-
"
|
85 |
-
"
|
86 |
-
"
|
87 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
88 |
"train_steps_per_second": 0.037
|
89 |
}
|
90 |
],
|
91 |
"logging_steps": 2,
|
92 |
-
"max_steps":
|
93 |
"num_input_tokens_seen": 0,
|
94 |
-
"num_train_epochs":
|
95 |
"save_steps": 500,
|
96 |
"stateful_callbacks": {
|
97 |
"TrainerControl": {
|
@@ -105,7 +154,7 @@
|
|
105 |
"attributes": {}
|
106 |
}
|
107 |
},
|
108 |
-
"total_flos":
|
109 |
"train_batch_size": 2,
|
110 |
"trial_name": null,
|
111 |
"trial_params": null
|
|
|
1 |
{
|
2 |
"best_metric": null,
|
3 |
"best_model_checkpoint": null,
|
4 |
+
"epoch": 4.4,
|
5 |
"eval_steps": 500,
|
6 |
+
"global_step": 35,
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 0.26666666666666666,
|
13 |
+
"grad_norm": 7.714407444000244,
|
14 |
+
"learning_rate": 1.885714285714286e-05,
|
15 |
+
"loss": 9.6987,
|
16 |
"step": 2
|
17 |
},
|
18 |
{
|
19 |
"epoch": 0.5333333333333333,
|
20 |
+
"grad_norm": 8.402449607849121,
|
21 |
+
"learning_rate": 1.7714285714285717e-05,
|
22 |
+
"loss": 9.6675,
|
23 |
"step": 4
|
24 |
},
|
25 |
{
|
26 |
"epoch": 0.8,
|
27 |
+
"grad_norm": 8.54103946685791,
|
28 |
+
"learning_rate": 1.6571428571428574e-05,
|
29 |
+
"loss": 9.6521,
|
30 |
"step": 6
|
31 |
},
|
32 |
{
|
33 |
"epoch": 1.0,
|
34 |
"grad_norm": NaN,
|
35 |
+
"learning_rate": 1.6000000000000003e-05,
|
36 |
+
"loss": 7.1927,
|
37 |
"step": 8
|
38 |
},
|
39 |
{
|
40 |
"epoch": 1.2666666666666666,
|
41 |
+
"grad_norm": 8.744111061096191,
|
42 |
+
"learning_rate": 1.4857142857142858e-05,
|
43 |
+
"loss": 9.599,
|
44 |
"step": 10
|
45 |
},
|
46 |
{
|
47 |
"epoch": 1.5333333333333332,
|
48 |
+
"grad_norm": 9.355561256408691,
|
49 |
+
"learning_rate": 1.3714285714285716e-05,
|
50 |
+
"loss": 9.5552,
|
51 |
"step": 12
|
52 |
},
|
53 |
{
|
54 |
"epoch": 1.8,
|
55 |
+
"grad_norm": 10.12316608428955,
|
56 |
+
"learning_rate": 1.2571428571428572e-05,
|
57 |
+
"loss": 9.4807,
|
58 |
"step": 14
|
59 |
},
|
60 |
{
|
61 |
"epoch": 2.0,
|
62 |
+
"grad_norm": 5.6569437980651855,
|
63 |
+
"learning_rate": 1.1428571428571429e-05,
|
64 |
+
"loss": 7.134,
|
65 |
"step": 16
|
66 |
},
|
67 |
{
|
68 |
"epoch": 2.2666666666666666,
|
69 |
+
"grad_norm": 10.050814628601074,
|
70 |
+
"learning_rate": 1.0285714285714285e-05,
|
71 |
+
"loss": 9.4691,
|
72 |
"step": 18
|
73 |
},
|
74 |
{
|
75 |
"epoch": 2.533333333333333,
|
76 |
+
"grad_norm": 10.766989707946777,
|
77 |
+
"learning_rate": 9.142857142857144e-06,
|
78 |
+
"loss": 9.4027,
|
79 |
"step": 20
|
80 |
},
|
81 |
{
|
82 |
+
"epoch": 2.8,
|
83 |
+
"grad_norm": 11.306514739990234,
|
84 |
+
"learning_rate": 8.000000000000001e-06,
|
85 |
+
"loss": 9.4043,
|
86 |
+
"step": 22
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 3.0,
|
90 |
+
"grad_norm": 6.406909942626953,
|
91 |
+
"learning_rate": 6.857142857142858e-06,
|
92 |
+
"loss": 6.9995,
|
93 |
+
"step": 24
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 3.2666666666666666,
|
97 |
+
"grad_norm": 12.331953048706055,
|
98 |
+
"learning_rate": 5.7142857142857145e-06,
|
99 |
+
"loss": 9.3525,
|
100 |
+
"step": 26
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 3.533333333333333,
|
104 |
+
"grad_norm": 11.795371055603027,
|
105 |
+
"learning_rate": 4.571428571428572e-06,
|
106 |
+
"loss": 9.3326,
|
107 |
+
"step": 28
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 3.8,
|
111 |
+
"grad_norm": 12.696221351623535,
|
112 |
+
"learning_rate": 3.428571428571429e-06,
|
113 |
+
"loss": 9.3262,
|
114 |
+
"step": 30
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 4.0,
|
118 |
+
"grad_norm": 6.24462890625,
|
119 |
+
"learning_rate": 2.285714285714286e-06,
|
120 |
+
"loss": 6.9159,
|
121 |
+
"step": 32
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 4.266666666666667,
|
125 |
+
"grad_norm": 12.694133758544922,
|
126 |
+
"learning_rate": 1.142857142857143e-06,
|
127 |
+
"loss": 9.286,
|
128 |
+
"step": 34
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 4.4,
|
132 |
+
"step": 35,
|
133 |
+
"total_flos": 135900533909640.0,
|
134 |
+
"train_loss": 8.918893187386649,
|
135 |
+
"train_runtime": 949.0763,
|
136 |
+
"train_samples_per_second": 0.632,
|
137 |
"train_steps_per_second": 0.037
|
138 |
}
|
139 |
],
|
140 |
"logging_steps": 2,
|
141 |
+
"max_steps": 35,
|
142 |
"num_input_tokens_seen": 0,
|
143 |
+
"num_train_epochs": 5,
|
144 |
"save_steps": 500,
|
145 |
"stateful_callbacks": {
|
146 |
"TrainerControl": {
|
|
|
154 |
"attributes": {}
|
155 |
}
|
156 |
},
|
157 |
+
"total_flos": 135900533909640.0,
|
158 |
"train_batch_size": 2,
|
159 |
"trial_name": null,
|
160 |
"trial_params": null
|