Shahar Mendel
commited on
Commit
•
fdb7335
1
Parent(s):
33fd636
End of training
Browse files
README.md
ADDED
@@ -0,0 +1,169 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
library_name: transformers
|
3 |
+
license: mit
|
4 |
+
base_model: gpt2
|
5 |
+
tags:
|
6 |
+
- generated_from_trainer
|
7 |
+
model-index:
|
8 |
+
- name: gpt2-wikitext2-LONG
|
9 |
+
results: []
|
10 |
+
---
|
11 |
+
|
12 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
13 |
+
should probably proofread and complete it, then remove this comment. -->
|
14 |
+
|
15 |
+
# gpt2-wikitext2-LONG
|
16 |
+
|
17 |
+
This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
|
18 |
+
It achieves the following results on the evaluation set:
|
19 |
+
- Loss: 8.5448
|
20 |
+
|
21 |
+
## Model description
|
22 |
+
|
23 |
+
More information needed
|
24 |
+
|
25 |
+
## Intended uses & limitations
|
26 |
+
|
27 |
+
More information needed
|
28 |
+
|
29 |
+
## Training and evaluation data
|
30 |
+
|
31 |
+
More information needed
|
32 |
+
|
33 |
+
## Training procedure
|
34 |
+
|
35 |
+
### Training hyperparameters
|
36 |
+
|
37 |
+
The following hyperparameters were used during training:
|
38 |
+
- learning_rate: 2e-05
|
39 |
+
- train_batch_size: 8
|
40 |
+
- eval_batch_size: 8
|
41 |
+
- seed: 42
|
42 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
43 |
+
- lr_scheduler_type: linear
|
44 |
+
- training_steps: 250000
|
45 |
+
|
46 |
+
### Training results
|
47 |
+
|
48 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
49 |
+
|:-------------:|:--------:|:------:|:---------------:|
|
50 |
+
| 6.2474 | 1.0 | 2240 | 6.1890 |
|
51 |
+
| 5.8841 | 2.0 | 4480 | 5.8967 |
|
52 |
+
| 5.5679 | 3.0 | 6720 | 5.6904 |
|
53 |
+
| 5.3801 | 4.0 | 8960 | 5.5438 |
|
54 |
+
| 5.1759 | 5.0 | 11200 | 5.4250 |
|
55 |
+
| 5.0068 | 6.0 | 13440 | 5.3377 |
|
56 |
+
| 4.818 | 7.0 | 15680 | 5.2648 |
|
57 |
+
| 4.6836 | 8.0 | 17920 | 5.2054 |
|
58 |
+
| 4.5107 | 9.0 | 20160 | 5.1622 |
|
59 |
+
| 4.3756 | 10.0 | 22400 | 5.1392 |
|
60 |
+
| 4.2265 | 11.0 | 24640 | 5.1194 |
|
61 |
+
| 4.0932 | 12.0 | 26880 | 5.1065 |
|
62 |
+
| 3.9449 | 13.0 | 29120 | 5.1109 |
|
63 |
+
| 3.8233 | 14.0 | 31360 | 5.1250 |
|
64 |
+
| 3.6796 | 15.0 | 33600 | 5.1433 |
|
65 |
+
| 3.5556 | 16.0 | 35840 | 5.1692 |
|
66 |
+
| 3.4383 | 17.0 | 38080 | 5.2086 |
|
67 |
+
| 3.299 | 18.0 | 40320 | 5.2423 |
|
68 |
+
| 3.1903 | 19.0 | 42560 | 5.2913 |
|
69 |
+
| 3.0618 | 20.0 | 44800 | 5.3327 |
|
70 |
+
| 2.9429 | 21.0 | 47040 | 5.3867 |
|
71 |
+
| 2.8275 | 22.0 | 49280 | 5.4452 |
|
72 |
+
| 2.7206 | 23.0 | 51520 | 5.5040 |
|
73 |
+
| 2.6081 | 24.0 | 53760 | 5.5760 |
|
74 |
+
| 2.5133 | 25.0 | 56000 | 5.6352 |
|
75 |
+
| 2.3831 | 26.0 | 58240 | 5.6871 |
|
76 |
+
| 2.2795 | 27.0 | 60480 | 5.7515 |
|
77 |
+
| 2.2009 | 28.0 | 62720 | 5.8257 |
|
78 |
+
| 2.0864 | 29.0 | 64960 | 5.8798 |
|
79 |
+
| 2.0069 | 30.0 | 67200 | 5.9585 |
|
80 |
+
| 1.9058 | 31.0 | 69440 | 6.0158 |
|
81 |
+
| 1.8336 | 32.0 | 71680 | 6.0893 |
|
82 |
+
| 1.7406 | 33.0 | 73920 | 6.1480 |
|
83 |
+
| 1.6725 | 34.0 | 76160 | 6.2075 |
|
84 |
+
| 1.5814 | 35.0 | 78400 | 6.2683 |
|
85 |
+
| 1.5209 | 36.0 | 80640 | 6.3362 |
|
86 |
+
| 1.4352 | 37.0 | 82880 | 6.4068 |
|
87 |
+
| 1.3732 | 38.0 | 85120 | 6.4493 |
|
88 |
+
| 1.3004 | 39.0 | 87360 | 6.5188 |
|
89 |
+
| 1.2466 | 40.0 | 89600 | 6.5716 |
|
90 |
+
| 1.1749 | 41.0 | 91840 | 6.6248 |
|
91 |
+
| 1.1317 | 42.0 | 94080 | 6.6937 |
|
92 |
+
| 1.0588 | 43.0 | 96320 | 6.7596 |
|
93 |
+
| 1.0154 | 44.0 | 98560 | 6.8063 |
|
94 |
+
| 0.9544 | 45.0 | 100800 | 6.8594 |
|
95 |
+
| 0.918 | 46.0 | 103040 | 6.9139 |
|
96 |
+
| 0.8603 | 47.0 | 105280 | 6.9788 |
|
97 |
+
| 0.8228 | 48.0 | 107520 | 7.0178 |
|
98 |
+
| 0.7757 | 49.0 | 109760 | 7.0820 |
|
99 |
+
| 0.7445 | 50.0 | 112000 | 7.1300 |
|
100 |
+
| 0.6947 | 51.0 | 114240 | 7.1802 |
|
101 |
+
| 0.6559 | 52.0 | 116480 | 7.2233 |
|
102 |
+
| 0.6281 | 53.0 | 118720 | 7.2744 |
|
103 |
+
| 0.5912 | 54.0 | 120960 | 7.3109 |
|
104 |
+
| 0.5713 | 55.0 | 123200 | 7.3557 |
|
105 |
+
| 0.537 | 56.0 | 125440 | 7.3980 |
|
106 |
+
| 0.5166 | 57.0 | 127680 | 7.4294 |
|
107 |
+
| 0.4882 | 58.0 | 129920 | 7.4812 |
|
108 |
+
| 0.4662 | 59.0 | 132160 | 7.5245 |
|
109 |
+
| 0.4427 | 60.0 | 134400 | 7.5481 |
|
110 |
+
| 0.4272 | 61.0 | 136640 | 7.5961 |
|
111 |
+
| 0.4046 | 62.0 | 138880 | 7.6457 |
|
112 |
+
| 0.395 | 63.0 | 141120 | 7.6701 |
|
113 |
+
| 0.3717 | 64.0 | 143360 | 7.7151 |
|
114 |
+
| 0.359 | 65.0 | 145600 | 7.7493 |
|
115 |
+
| 0.3435 | 66.0 | 147840 | 7.7703 |
|
116 |
+
| 0.333 | 67.0 | 150080 | 7.8155 |
|
117 |
+
| 0.3163 | 68.0 | 152320 | 7.8550 |
|
118 |
+
| 0.3074 | 69.0 | 154560 | 7.8780 |
|
119 |
+
| 0.2945 | 70.0 | 156800 | 7.9197 |
|
120 |
+
| 0.2866 | 71.0 | 159040 | 7.9441 |
|
121 |
+
| 0.2733 | 72.0 | 161280 | 7.9762 |
|
122 |
+
| 0.2655 | 73.0 | 163520 | 7.9940 |
|
123 |
+
| 0.2559 | 74.0 | 165760 | 8.0210 |
|
124 |
+
| 0.2489 | 75.0 | 168000 | 8.0440 |
|
125 |
+
| 0.2399 | 76.0 | 170240 | 8.0695 |
|
126 |
+
| 0.229 | 77.0 | 172480 | 8.0998 |
|
127 |
+
| 0.2254 | 78.0 | 174720 | 8.1213 |
|
128 |
+
| 0.2159 | 79.0 | 176960 | 8.1404 |
|
129 |
+
| 0.2118 | 80.0 | 179200 | 8.1594 |
|
130 |
+
| 0.2042 | 81.0 | 181440 | 8.1839 |
|
131 |
+
| 0.199 | 82.0 | 183680 | 8.2196 |
|
132 |
+
| 0.1935 | 83.0 | 185920 | 8.2277 |
|
133 |
+
| 0.1882 | 84.0 | 188160 | 8.2494 |
|
134 |
+
| 0.1826 | 85.0 | 190400 | 8.2727 |
|
135 |
+
| 0.1793 | 86.0 | 192640 | 8.2852 |
|
136 |
+
| 0.1732 | 87.0 | 194880 | 8.3022 |
|
137 |
+
| 0.1703 | 88.0 | 197120 | 8.3139 |
|
138 |
+
| 0.1647 | 89.0 | 199360 | 8.3354 |
|
139 |
+
| 0.1625 | 90.0 | 201600 | 8.3469 |
|
140 |
+
| 0.1579 | 91.0 | 203840 | 8.3671 |
|
141 |
+
| 0.154 | 92.0 | 206080 | 8.3825 |
|
142 |
+
| 0.1506 | 93.0 | 208320 | 8.3879 |
|
143 |
+
| 0.147 | 94.0 | 210560 | 8.4059 |
|
144 |
+
| 0.143 | 95.0 | 212800 | 8.4183 |
|
145 |
+
| 0.1403 | 96.0 | 215040 | 8.4287 |
|
146 |
+
| 0.1371 | 97.0 | 217280 | 8.4522 |
|
147 |
+
| 0.1351 | 98.0 | 219520 | 8.4547 |
|
148 |
+
| 0.1306 | 99.0 | 221760 | 8.4614 |
|
149 |
+
| 0.1294 | 100.0 | 224000 | 8.4809 |
|
150 |
+
| 0.126 | 101.0 | 226240 | 8.4951 |
|
151 |
+
| 0.1235 | 102.0 | 228480 | 8.4978 |
|
152 |
+
| 0.1213 | 103.0 | 230720 | 8.5041 |
|
153 |
+
| 0.1195 | 104.0 | 232960 | 8.5161 |
|
154 |
+
| 0.1174 | 105.0 | 235200 | 8.5176 |
|
155 |
+
| 0.1147 | 106.0 | 237440 | 8.5268 |
|
156 |
+
| 0.1134 | 107.0 | 239680 | 8.5325 |
|
157 |
+
| 0.1123 | 108.0 | 241920 | 8.5376 |
|
158 |
+
| 0.1101 | 109.0 | 244160 | 8.5404 |
|
159 |
+
| 0.1082 | 110.0 | 246400 | 8.5439 |
|
160 |
+
| 0.1083 | 111.0 | 248640 | 8.5434 |
|
161 |
+
| 0.1069 | 111.6071 | 250000 | 8.5448 |
|
162 |
+
|
163 |
+
|
164 |
+
### Framework versions
|
165 |
+
|
166 |
+
- Transformers 4.44.2
|
167 |
+
- Pytorch 2.4.0+cu121
|
168 |
+
- Datasets 3.0.0
|
169 |
+
- Tokenizers 0.19.1
|
generation_config.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_from_model_config": true,
|
3 |
+
"bos_token_id": 50256,
|
4 |
+
"eos_token_id": 50256,
|
5 |
+
"output_attentions": true,
|
6 |
+
"transformers_version": "4.44.2"
|
7 |
+
}
|
runs/Sep19_03-42-47_fceec6dc07a6/events.out.tfevents.1726717371.fceec6dc07a6.838.1
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a8272dde084a3a62466524c61b3f072b5007e8077b350a2ac72142210d040f5b
|
3 |
+
size 143793
|