Upload 9 files
Browse files- config.json +25 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +13 -0
- trainer_state.json +118 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilbert-base-uncased",
|
3 |
+
"activation": "gelu",
|
4 |
+
"architectures": [
|
5 |
+
"DistilBertForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_dropout": 0.1,
|
8 |
+
"dim": 768,
|
9 |
+
"dropout": 0.1,
|
10 |
+
"hidden_dim": 3072,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"max_position_embeddings": 512,
|
13 |
+
"model_type": "distilbert",
|
14 |
+
"n_heads": 12,
|
15 |
+
"n_layers": 6,
|
16 |
+
"pad_token_id": 0,
|
17 |
+
"problem_type": "single_label_classification",
|
18 |
+
"qa_dropout": 0.1,
|
19 |
+
"seq_classif_dropout": 0.2,
|
20 |
+
"sinusoidal_pos_embds": false,
|
21 |
+
"tie_weights_": true,
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.33.1",
|
24 |
+
"vocab_size": 30522
|
25 |
+
}
|
rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3c03fed2d779015265efb19e7f1fa3a58fcd50b77055a4348cc7ee0b0c378469
|
3 |
+
size 14244
|
scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f7f90ad97df0b10c812683807bcf0b1aec933e95de0c2e11cddc184ed5020d3b
|
3 |
+
size 1064
|
special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"clean_up_tokenization_spaces": true,
|
3 |
+
"cls_token": "[CLS]",
|
4 |
+
"do_lower_case": true,
|
5 |
+
"mask_token": "[MASK]",
|
6 |
+
"model_max_length": 512,
|
7 |
+
"pad_token": "[PAD]",
|
8 |
+
"sep_token": "[SEP]",
|
9 |
+
"strip_accents": null,
|
10 |
+
"tokenize_chinese_chars": true,
|
11 |
+
"tokenizer_class": "DistilBertTokenizer",
|
12 |
+
"unk_token": "[UNK]"
|
13 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,118 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.43229806423187256,
|
3 |
+
"best_model_checkpoint": "/sphinx/u/culturebank/reddit_data/culture_relevance/models/distill_GPT4_1/checkpoint-126",
|
4 |
+
"epoch": 3.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 126,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.24,
|
13 |
+
"learning_rate": 1.920634920634921e-05,
|
14 |
+
"loss": 0.679,
|
15 |
+
"step": 10
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.48,
|
19 |
+
"learning_rate": 1.8412698412698415e-05,
|
20 |
+
"loss": 0.649,
|
21 |
+
"step": 20
|
22 |
+
},
|
23 |
+
{
|
24 |
+
"epoch": 0.71,
|
25 |
+
"learning_rate": 1.761904761904762e-05,
|
26 |
+
"loss": 0.602,
|
27 |
+
"step": 30
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 0.95,
|
31 |
+
"learning_rate": 1.6825396825396828e-05,
|
32 |
+
"loss": 0.5931,
|
33 |
+
"step": 40
|
34 |
+
},
|
35 |
+
{
|
36 |
+
"epoch": 1.0,
|
37 |
+
"eval_loss": 0.5478922724723816,
|
38 |
+
"eval_recall": 0.8301886792452831,
|
39 |
+
"eval_runtime": 0.3062,
|
40 |
+
"eval_samples_per_second": 470.239,
|
41 |
+
"eval_steps_per_second": 29.39,
|
42 |
+
"step": 42
|
43 |
+
},
|
44 |
+
{
|
45 |
+
"epoch": 1.19,
|
46 |
+
"learning_rate": 1.6031746031746033e-05,
|
47 |
+
"loss": 0.5059,
|
48 |
+
"step": 50
|
49 |
+
},
|
50 |
+
{
|
51 |
+
"epoch": 1.43,
|
52 |
+
"learning_rate": 1.523809523809524e-05,
|
53 |
+
"loss": 0.4454,
|
54 |
+
"step": 60
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 1.67,
|
58 |
+
"learning_rate": 1.4444444444444446e-05,
|
59 |
+
"loss": 0.4643,
|
60 |
+
"step": 70
|
61 |
+
},
|
62 |
+
{
|
63 |
+
"epoch": 1.9,
|
64 |
+
"learning_rate": 1.3650793650793652e-05,
|
65 |
+
"loss": 0.4375,
|
66 |
+
"step": 80
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 2.0,
|
70 |
+
"eval_loss": 0.4737700819969177,
|
71 |
+
"eval_recall": 0.7358490566037735,
|
72 |
+
"eval_runtime": 0.3031,
|
73 |
+
"eval_samples_per_second": 475.097,
|
74 |
+
"eval_steps_per_second": 29.694,
|
75 |
+
"step": 84
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 2.14,
|
79 |
+
"learning_rate": 1.2857142857142859e-05,
|
80 |
+
"loss": 0.3656,
|
81 |
+
"step": 90
|
82 |
+
},
|
83 |
+
{
|
84 |
+
"epoch": 2.38,
|
85 |
+
"learning_rate": 1.2063492063492064e-05,
|
86 |
+
"loss": 0.3652,
|
87 |
+
"step": 100
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 2.62,
|
91 |
+
"learning_rate": 1.126984126984127e-05,
|
92 |
+
"loss": 0.3594,
|
93 |
+
"step": 110
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 2.86,
|
97 |
+
"learning_rate": 1.0476190476190477e-05,
|
98 |
+
"loss": 0.3243,
|
99 |
+
"step": 120
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 3.0,
|
103 |
+
"eval_loss": 0.43229806423187256,
|
104 |
+
"eval_recall": 0.7735849056603774,
|
105 |
+
"eval_runtime": 0.3021,
|
106 |
+
"eval_samples_per_second": 476.702,
|
107 |
+
"eval_steps_per_second": 29.794,
|
108 |
+
"step": 126
|
109 |
+
}
|
110 |
+
],
|
111 |
+
"logging_steps": 10,
|
112 |
+
"max_steps": 252,
|
113 |
+
"num_train_epochs": 6,
|
114 |
+
"save_steps": 500,
|
115 |
+
"total_flos": 267054275690496.0,
|
116 |
+
"trial_name": null,
|
117 |
+
"trial_params": null
|
118 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5054d6f76a741606bae19904ab87dec45c93964f8ce1918c90fe07d15abec2c7
|
3 |
+
size 4600
|
vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|