bhargob11 commited on
Commit
ed31423
·
verified ·
1 Parent(s): 1c4ae09

Training in progress, epoch 1

Browse files
adapter_config.json CHANGED
@@ -13,15 +13,15 @@
13
  "layers_pattern": null,
14
  "layers_to_transform": null,
15
  "loftq_config": {},
16
- "lora_alpha": 16,
17
- "lora_dropout": 0.05,
18
  "megatron_config": null,
19
  "megatron_core": "megatron.core",
20
  "modules_to_save": [
21
  "classifier"
22
  ],
23
  "peft_type": "LORA",
24
- "r": 32,
25
  "rank_pattern": {},
26
  "revision": null,
27
  "target_modules": [
 
13
  "layers_pattern": null,
14
  "layers_to_transform": null,
15
  "loftq_config": {},
16
+ "lora_alpha": 32,
17
+ "lora_dropout": 0.1,
18
  "megatron_config": null,
19
  "megatron_core": "megatron.core",
20
  "modules_to_save": [
21
  "classifier"
22
  ],
23
  "peft_type": "LORA",
24
+ "r": 8,
25
  "rank_pattern": {},
26
  "revision": null,
27
  "target_modules": [
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7327e969b05815e106811199049307f7a8b07bc6a554682b44a565dec9b6965b
3
- size 4731912
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:18e9275c994e42478d67744083436f40b2e9dbca8acc3e43b81b8a9a67117116
3
+ size 1192848
all_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 5.0,
3
- "total_flos": 3.405838778276659e+17,
4
- "train_loss": 0.6811685698372977,
5
- "train_runtime": 162.9509,
6
- "train_samples_per_second": 26.787,
7
- "train_steps_per_second": 0.215
8
  }
 
1
  {
2
+ "epoch": 10.0,
3
+ "total_flos": 6.858183153733632e+17,
4
+ "train_loss": 0.6843075002942767,
5
+ "train_runtime": 315.6994,
6
+ "train_samples_per_second": 27.653,
7
+ "train_steps_per_second": 0.222
8
  }
runs/Aug15_14-14-13_c03d0dbfda2e/events.out.tfevents.1723731254.c03d0dbfda2e.1885.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b828ee4c7d6f0d28bb619362ff52d1f8d6efe3eab5c05ff0a7da379f9165c245
3
+ size 5879
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 5.0,
3
- "total_flos": 3.405838778276659e+17,
4
- "train_loss": 0.6811685698372977,
5
- "train_runtime": 162.9509,
6
- "train_samples_per_second": 26.787,
7
- "train_steps_per_second": 0.215
8
  }
 
1
  {
2
+ "epoch": 10.0,
3
+ "total_flos": 6.858183153733632e+17,
4
+ "train_loss": 0.6843075002942767,
5
+ "train_runtime": 315.6994,
6
+ "train_samples_per_second": 27.653,
7
+ "train_steps_per_second": 0.222
8
  }
trainer_state.json CHANGED
@@ -1,93 +1,166 @@
1
  {
2
- "best_metric": 0.5714285714285714,
3
- "best_model_checkpoint": "vit-base-patch16-224-in21k-finetuned-qlora-houseplant/checkpoint-35",
4
- "epoch": 5.0,
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": 1.0,
13
- "eval_accuracy": 0.5204081632653061,
14
- "eval_loss": 0.6893933415412903,
15
- "eval_runtime": 2.0373,
16
- "eval_samples_per_second": 48.103,
17
- "eval_steps_per_second": 1.963,
18
  "step": 7
19
  },
20
  {
21
  "epoch": 1.4285714285714286,
22
- "grad_norm": 0.5420740246772766,
23
- "learning_rate": 4.032258064516129e-05,
24
- "loss": 0.6869,
25
  "step": 10
26
  },
27
  {
28
  "epoch": 2.0,
29
- "eval_accuracy": 0.5306122448979592,
30
- "eval_loss": 0.6856390237808228,
31
- "eval_runtime": 2.0142,
32
- "eval_samples_per_second": 48.654,
33
- "eval_steps_per_second": 1.986,
34
  "step": 14
35
  },
36
  {
37
  "epoch": 2.857142857142857,
38
- "grad_norm": 0.44206592440605164,
39
- "learning_rate": 2.4193548387096777e-05,
40
- "loss": 0.6797,
41
  "step": 20
42
  },
43
  {
44
  "epoch": 3.0,
45
- "eval_accuracy": 0.5612244897959183,
46
- "eval_loss": 0.6827691793441772,
47
- "eval_runtime": 2.3921,
48
- "eval_samples_per_second": 40.969,
49
- "eval_steps_per_second": 1.672,
50
  "step": 21
51
  },
52
  {
53
  "epoch": 4.0,
54
- "eval_accuracy": 0.5612244897959183,
55
- "eval_loss": 0.6809878945350647,
56
- "eval_runtime": 2.0128,
57
- "eval_samples_per_second": 48.688,
58
- "eval_steps_per_second": 1.987,
59
  "step": 28
60
  },
61
  {
62
  "epoch": 4.285714285714286,
63
- "grad_norm": 0.47674253582954407,
64
- "learning_rate": 8.064516129032258e-06,
65
- "loss": 0.6808,
66
  "step": 30
67
  },
68
  {
69
  "epoch": 5.0,
70
- "eval_accuracy": 0.5714285714285714,
71
- "eval_loss": 0.6803476810455322,
72
- "eval_runtime": 1.9919,
73
- "eval_samples_per_second": 49.198,
74
- "eval_steps_per_second": 2.008,
75
  "step": 35
76
  },
77
  {
78
- "epoch": 5.0,
79
- "step": 35,
80
- "total_flos": 3.405838778276659e+17,
81
- "train_loss": 0.6811685698372977,
82
- "train_runtime": 162.9509,
83
- "train_samples_per_second": 26.787,
84
- "train_steps_per_second": 0.215
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
85
  }
86
  ],
87
  "logging_steps": 10,
88
- "max_steps": 35,
89
  "num_input_tokens_seen": 0,
90
- "num_train_epochs": 5,
91
  "save_steps": 500,
92
  "stateful_callbacks": {
93
  "TrainerControl": {
@@ -101,7 +174,7 @@
101
  "attributes": {}
102
  }
103
  },
104
- "total_flos": 3.405838778276659e+17,
105
  "train_batch_size": 32,
106
  "trial_name": null,
107
  "trial_params": null
 
1
  {
2
+ "best_metric": 0.5204081632653061,
3
+ "best_model_checkpoint": "vit-base-patch16-224-in21k-finetuned-qlora-houseplant/checkpoint-21",
4
+ "epoch": 10.0,
5
  "eval_steps": 500,
6
+ "global_step": 70,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
+ "eval_accuracy": 0.5102040816326531,
14
+ "eval_loss": 0.6916877627372742,
15
+ "eval_runtime": 1.9776,
16
+ "eval_samples_per_second": 49.555,
17
+ "eval_steps_per_second": 2.023,
18
  "step": 7
19
  },
20
  {
21
  "epoch": 1.4285714285714286,
22
+ "grad_norm": 0.5460406541824341,
23
+ "learning_rate": 9.523809523809525e-06,
24
+ "loss": 0.688,
25
  "step": 10
26
  },
27
  {
28
  "epoch": 2.0,
29
+ "eval_accuracy": 0.5102040816326531,
30
+ "eval_loss": 0.6909428834915161,
31
+ "eval_runtime": 2.0178,
32
+ "eval_samples_per_second": 48.568,
33
+ "eval_steps_per_second": 1.982,
34
  "step": 14
35
  },
36
  {
37
  "epoch": 2.857142857142857,
38
+ "grad_norm": 0.44764864444732666,
39
+ "learning_rate": 7.936507936507936e-06,
40
+ "loss": 0.6845,
41
  "step": 20
42
  },
43
  {
44
  "epoch": 3.0,
45
+ "eval_accuracy": 0.5204081632653061,
46
+ "eval_loss": 0.690205454826355,
47
+ "eval_runtime": 2.828,
48
+ "eval_samples_per_second": 34.654,
49
+ "eval_steps_per_second": 1.414,
50
  "step": 21
51
  },
52
  {
53
  "epoch": 4.0,
54
+ "eval_accuracy": 0.5204081632653061,
55
+ "eval_loss": 0.6895502805709839,
56
+ "eval_runtime": 1.9885,
57
+ "eval_samples_per_second": 49.284,
58
+ "eval_steps_per_second": 2.012,
59
  "step": 28
60
  },
61
  {
62
  "epoch": 4.285714285714286,
63
+ "grad_norm": 0.48582252860069275,
64
+ "learning_rate": 6.349206349206349e-06,
65
+ "loss": 0.6874,
66
  "step": 30
67
  },
68
  {
69
  "epoch": 5.0,
70
+ "eval_accuracy": 0.5204081632653061,
71
+ "eval_loss": 0.6889798045158386,
72
+ "eval_runtime": 1.9771,
73
+ "eval_samples_per_second": 49.568,
74
+ "eval_steps_per_second": 2.023,
75
  "step": 35
76
  },
77
  {
78
+ "epoch": 5.714285714285714,
79
+ "grad_norm": 0.4863179922103882,
80
+ "learning_rate": 4.761904761904762e-06,
81
+ "loss": 0.6838,
82
+ "step": 40
83
+ },
84
+ {
85
+ "epoch": 6.0,
86
+ "eval_accuracy": 0.5204081632653061,
87
+ "eval_loss": 0.6885014772415161,
88
+ "eval_runtime": 2.3711,
89
+ "eval_samples_per_second": 41.331,
90
+ "eval_steps_per_second": 1.687,
91
+ "step": 42
92
+ },
93
+ {
94
+ "epoch": 7.0,
95
+ "eval_accuracy": 0.5204081632653061,
96
+ "eval_loss": 0.6881576776504517,
97
+ "eval_runtime": 1.9786,
98
+ "eval_samples_per_second": 49.529,
99
+ "eval_steps_per_second": 2.022,
100
+ "step": 49
101
+ },
102
+ {
103
+ "epoch": 7.142857142857143,
104
+ "grad_norm": 0.5103937983512878,
105
+ "learning_rate": 3.1746031746031746e-06,
106
+ "loss": 0.6817,
107
+ "step": 50
108
+ },
109
+ {
110
+ "epoch": 8.0,
111
+ "eval_accuracy": 0.5204081632653061,
112
+ "eval_loss": 0.6879384517669678,
113
+ "eval_runtime": 1.9723,
114
+ "eval_samples_per_second": 49.687,
115
+ "eval_steps_per_second": 2.028,
116
+ "step": 56
117
+ },
118
+ {
119
+ "epoch": 8.571428571428571,
120
+ "grad_norm": 0.45278120040893555,
121
+ "learning_rate": 1.5873015873015873e-06,
122
+ "loss": 0.6813,
123
+ "step": 60
124
+ },
125
+ {
126
+ "epoch": 9.0,
127
+ "eval_accuracy": 0.5204081632653061,
128
+ "eval_loss": 0.6877266764640808,
129
+ "eval_runtime": 1.9657,
130
+ "eval_samples_per_second": 49.856,
131
+ "eval_steps_per_second": 2.035,
132
+ "step": 63
133
+ },
134
+ {
135
+ "epoch": 10.0,
136
+ "grad_norm": 0.6086100935935974,
137
+ "learning_rate": 0.0,
138
+ "loss": 0.6835,
139
+ "step": 70
140
+ },
141
+ {
142
+ "epoch": 10.0,
143
+ "eval_accuracy": 0.5204081632653061,
144
+ "eval_loss": 0.6876619458198547,
145
+ "eval_runtime": 2.0199,
146
+ "eval_samples_per_second": 48.516,
147
+ "eval_steps_per_second": 1.98,
148
+ "step": 70
149
+ },
150
+ {
151
+ "epoch": 10.0,
152
+ "step": 70,
153
+ "total_flos": 6.858183153733632e+17,
154
+ "train_loss": 0.6843075002942767,
155
+ "train_runtime": 315.6994,
156
+ "train_samples_per_second": 27.653,
157
+ "train_steps_per_second": 0.222
158
  }
159
  ],
160
  "logging_steps": 10,
161
+ "max_steps": 70,
162
  "num_input_tokens_seen": 0,
163
+ "num_train_epochs": 10,
164
  "save_steps": 500,
165
  "stateful_callbacks": {
166
  "TrainerControl": {
 
174
  "attributes": {}
175
  }
176
  },
177
+ "total_flos": 6.858183153733632e+17,
178
  "train_batch_size": 32,
179
  "trial_name": null,
180
  "trial_params": null
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7a2816daebe68496c7c177291686be8bff9b425ea88a7c6c51e2422304bdb6f5
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f10a19cc8dfab556e0dda2df9795ef3682fa534007bae539204011121769e8d1
3
  size 5304