Harish Tayyar Madabushi
commited on
Commit
•
afaced1
1
Parent(s):
83513e9
added model
Browse files- config.json +44 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- trainer_state.json +124 -0
- training_args.bin +3 -0
config.json
ADDED
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "output-no-git/EN-OUTPUT/xlnet-base-cased/ForZeroFew/",
|
3 |
+
"architectures": [
|
4 |
+
"XLNetForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attn_type": "bi",
|
7 |
+
"bi_data": false,
|
8 |
+
"bos_token_id": 1,
|
9 |
+
"clamp_len": -1,
|
10 |
+
"d_head": 64,
|
11 |
+
"d_inner": 3072,
|
12 |
+
"d_model": 768,
|
13 |
+
"dropout": 0.1,
|
14 |
+
"end_n_top": 5,
|
15 |
+
"eos_token_id": 2,
|
16 |
+
"ff_activation": "gelu",
|
17 |
+
"initializer_range": 0.02,
|
18 |
+
"layer_norm_eps": 1e-12,
|
19 |
+
"mem_len": null,
|
20 |
+
"model_type": "xlnet",
|
21 |
+
"n_head": 12,
|
22 |
+
"n_layer": 12,
|
23 |
+
"pad_token_id": 5,
|
24 |
+
"problem_type": "single_label_classification",
|
25 |
+
"reuse_len": null,
|
26 |
+
"same_length": false,
|
27 |
+
"start_n_top": 5,
|
28 |
+
"summary_activation": "tanh",
|
29 |
+
"summary_last_dropout": 0.1,
|
30 |
+
"summary_type": "last",
|
31 |
+
"summary_use_proj": true,
|
32 |
+
"task_specific_params": {
|
33 |
+
"text-generation": {
|
34 |
+
"do_sample": true,
|
35 |
+
"max_length": 250
|
36 |
+
}
|
37 |
+
},
|
38 |
+
"torch_dtype": "float32",
|
39 |
+
"transformers_version": "4.10.0.dev0",
|
40 |
+
"untie_r": true,
|
41 |
+
"use_mems_eval": true,
|
42 |
+
"use_mems_train": false,
|
43 |
+
"vocab_size": 32000
|
44 |
+
}
|
optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f034a0d7a2afcb0381e29459cb698f80ad638f7ff654302e1e424e1a2c1534c1
|
3 |
+
size 938605315
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4fd0931c638ac26a3e9ac0e2e736fa962b6055e1157a20a27ed46b4ac6be8cd2
|
3 |
+
size 469320127
|
rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f2247af90555150bb5cca8425a990ed0c634fafbc2f7309633c20c0dfc65d828
|
3 |
+
size 14583
|
scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:da584eeca4e93237eda185eba37a8ef8560cb49ee416332f7d9b483f66cf09d0
|
3 |
+
size 623
|
special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "<sep>", "pad_token": "<pad>", "cls_token": "<cls>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}, "additional_special_tokens": ["<eop>", "<eod>"]}
|
spiece.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1f8c1c0bc2854d1af911a8550288c1258af5ba50277f3a5c829b98eb86fc5646
|
3 |
+
size 798011
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
1 |
+
{"do_lower_case": false, "remove_space": true, "keep_accents": false, "bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "<sep>", "pad_token": "<pad>", "cls_token": "<cls>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "additional_special_tokens": ["<eop>", "<eod>"], "special_tokens_map_file": null, "name_or_path": "output-no-git/EN-OUTPUT/xlnet-base-cased/ForZeroFew/", "tokenizer_class": "XLNetTokenizer"}
|
trainer_state.json
ADDED
@@ -0,0 +1,124 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.9592657342657342,
|
3 |
+
"best_model_checkpoint": "output-no-git/EN-OUTPUT/ON_FS_OUT/XLNetFalseTrue-0-1/FalseTrue-0/train_from_dev_and_test.csv/0/checkpoint-81",
|
4 |
+
"epoch": 9.0,
|
5 |
+
"global_step": 81,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 1.0,
|
12 |
+
"eval_accuracy": 0.8583691120147705,
|
13 |
+
"eval_f1": 0.8558168316831684,
|
14 |
+
"eval_f1_binary": 0.8750000000000001,
|
15 |
+
"eval_f1_weighted": 0.8600157226023032,
|
16 |
+
"eval_loss": 0.336619108915329,
|
17 |
+
"eval_runtime": 1.8593,
|
18 |
+
"eval_samples_per_second": 250.638,
|
19 |
+
"eval_steps_per_second": 31.733,
|
20 |
+
"step": 9
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 2.0,
|
24 |
+
"eval_accuracy": 0.8712446093559265,
|
25 |
+
"eval_f1": 0.8563619924379419,
|
26 |
+
"eval_f1_binary": 0.9025974025974026,
|
27 |
+
"eval_f1_weighted": 0.8664821895114718,
|
28 |
+
"eval_loss": 0.28895148634910583,
|
29 |
+
"eval_runtime": 1.8336,
|
30 |
+
"eval_samples_per_second": 254.149,
|
31 |
+
"eval_steps_per_second": 32.178,
|
32 |
+
"step": 18
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 3.0,
|
36 |
+
"eval_accuracy": 0.946351945400238,
|
37 |
+
"eval_f1": 0.9442250149611011,
|
38 |
+
"eval_f1_binary": 0.9551166965888689,
|
39 |
+
"eval_f1_weighted": 0.946609031111385,
|
40 |
+
"eval_loss": 0.17678162455558777,
|
41 |
+
"eval_runtime": 1.8406,
|
42 |
+
"eval_samples_per_second": 253.179,
|
43 |
+
"eval_steps_per_second": 32.055,
|
44 |
+
"step": 27
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 4.0,
|
48 |
+
"eval_accuracy": 0.9484978318214417,
|
49 |
+
"eval_f1": 0.9456876456876457,
|
50 |
+
"eval_f1_binary": 0.9580419580419581,
|
51 |
+
"eval_f1_weighted": 0.9483918084776456,
|
52 |
+
"eval_loss": 0.18410657346248627,
|
53 |
+
"eval_runtime": 1.8296,
|
54 |
+
"eval_samples_per_second": 254.697,
|
55 |
+
"eval_steps_per_second": 32.247,
|
56 |
+
"step": 36
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 5.0,
|
60 |
+
"eval_accuracy": 0.9399141669273376,
|
61 |
+
"eval_f1": 0.9357975122028027,
|
62 |
+
"eval_f1_binary": 0.952054794520548,
|
63 |
+
"eval_f1_weighted": 0.9393559731393049,
|
64 |
+
"eval_loss": 0.23064567148685455,
|
65 |
+
"eval_runtime": 1.9476,
|
66 |
+
"eval_samples_per_second": 239.272,
|
67 |
+
"eval_steps_per_second": 30.294,
|
68 |
+
"step": 45
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 6.0,
|
72 |
+
"eval_accuracy": 0.959227442741394,
|
73 |
+
"eval_f1": 0.9571332432811903,
|
74 |
+
"eval_f1_binary": 0.9666080843585237,
|
75 |
+
"eval_f1_weighted": 0.9592071355341688,
|
76 |
+
"eval_loss": 0.1858169287443161,
|
77 |
+
"eval_runtime": 1.8406,
|
78 |
+
"eval_samples_per_second": 253.182,
|
79 |
+
"eval_steps_per_second": 32.055,
|
80 |
+
"step": 54
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 7.0,
|
84 |
+
"eval_accuracy": 0.9570815563201904,
|
85 |
+
"eval_f1": 0.9550097511054471,
|
86 |
+
"eval_f1_binary": 0.9646643109540636,
|
87 |
+
"eval_f1_weighted": 0.9571229809435562,
|
88 |
+
"eval_loss": 0.19335472583770752,
|
89 |
+
"eval_runtime": 1.8323,
|
90 |
+
"eval_samples_per_second": 254.327,
|
91 |
+
"eval_steps_per_second": 32.2,
|
92 |
+
"step": 63
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 8.0,
|
96 |
+
"eval_accuracy": 0.954935610294342,
|
97 |
+
"eval_f1": 0.9527143581938102,
|
98 |
+
"eval_f1_binary": 0.962962962962963,
|
99 |
+
"eval_f1_weighted": 0.9549576150316936,
|
100 |
+
"eval_loss": 0.20666901767253876,
|
101 |
+
"eval_runtime": 1.8259,
|
102 |
+
"eval_samples_per_second": 255.216,
|
103 |
+
"eval_steps_per_second": 32.313,
|
104 |
+
"step": 72
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 9.0,
|
108 |
+
"eval_accuracy": 0.9613733887672424,
|
109 |
+
"eval_f1": 0.9592657342657342,
|
110 |
+
"eval_f1_binary": 0.9685314685314687,
|
111 |
+
"eval_f1_weighted": 0.9612938563582343,
|
112 |
+
"eval_loss": 0.21665425598621368,
|
113 |
+
"eval_runtime": 1.8426,
|
114 |
+
"eval_samples_per_second": 252.897,
|
115 |
+
"eval_steps_per_second": 32.019,
|
116 |
+
"step": 81
|
117 |
+
}
|
118 |
+
],
|
119 |
+
"max_steps": 81,
|
120 |
+
"num_train_epochs": 9,
|
121 |
+
"total_flos": 180756537375744.0,
|
122 |
+
"trial_name": null,
|
123 |
+
"trial_params": null
|
124 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bb57ac574ac406b46809874551bbde8679496b9e8df617fb82b3a50227fbff73
|
3 |
+
size 2799
|