Theoreticallyhugo
commited on
Commit
•
d419690
1
Parent(s):
1bc1575
Training in progress, epoch 16, checkpoint
Browse files- checkpoint-1296/config.json +53 -0
- checkpoint-1296/merges.txt +0 -0
- checkpoint-1296/model.safetensors +3 -0
- checkpoint-1296/optimizer.pt +3 -0
- checkpoint-1296/rng_state.pth +3 -0
- checkpoint-1296/scheduler.pt +3 -0
- checkpoint-1296/special_tokens_map.json +15 -0
- checkpoint-1296/tokenizer.json +0 -0
- checkpoint-1296/tokenizer_config.json +57 -0
- checkpoint-1296/trainer_state.json +659 -0
- checkpoint-1296/training_args.bin +3 -0
- checkpoint-1296/vocab.json +0 -0
checkpoint-1296/config.json
ADDED
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "allenai/longformer-base-4096",
|
3 |
+
"architectures": [
|
4 |
+
"LongformerForTokenClassification"
|
5 |
+
],
|
6 |
+
"attention_mode": "longformer",
|
7 |
+
"attention_probs_dropout_prob": 0.1,
|
8 |
+
"attention_window": [
|
9 |
+
700,
|
10 |
+
700,
|
11 |
+
700,
|
12 |
+
700,
|
13 |
+
700,
|
14 |
+
700,
|
15 |
+
700,
|
16 |
+
700,
|
17 |
+
700,
|
18 |
+
700,
|
19 |
+
700,
|
20 |
+
700
|
21 |
+
],
|
22 |
+
"bos_token_id": 0,
|
23 |
+
"eos_token_id": 2,
|
24 |
+
"gradient_checkpointing": false,
|
25 |
+
"hidden_act": "gelu",
|
26 |
+
"hidden_dropout_prob": 0.1,
|
27 |
+
"hidden_size": 768,
|
28 |
+
"id2label": {
|
29 |
+
"0": "O",
|
30 |
+
"1": "B",
|
31 |
+
"2": "I"
|
32 |
+
},
|
33 |
+
"ignore_attention_mask": false,
|
34 |
+
"initializer_range": 0.02,
|
35 |
+
"intermediate_size": 3072,
|
36 |
+
"label2id": {
|
37 |
+
"B": 1,
|
38 |
+
"I": 2,
|
39 |
+
"O": 0
|
40 |
+
},
|
41 |
+
"layer_norm_eps": 1e-05,
|
42 |
+
"max_position_embeddings": 4098,
|
43 |
+
"model_type": "longformer",
|
44 |
+
"num_attention_heads": 12,
|
45 |
+
"num_hidden_layers": 12,
|
46 |
+
"onnx_export": false,
|
47 |
+
"pad_token_id": 1,
|
48 |
+
"sep_token_id": 2,
|
49 |
+
"torch_dtype": "float32",
|
50 |
+
"transformers_version": "4.38.2",
|
51 |
+
"type_vocab_size": 1,
|
52 |
+
"vocab_size": 50265
|
53 |
+
}
|
checkpoint-1296/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-1296/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5dc9d7ce5a0cf9474c8ff9028caf3303bc60e20dd068816876360c05fe157eec
|
3 |
+
size 592318676
|
checkpoint-1296/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:eaef443e7b80db0e3efa7fbf4b34d3ec8c9e200d6be2e3aba3cce5c0a3822517
|
3 |
+
size 1014645498
|
checkpoint-1296/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:59db0ed55574ed3ea0e40aa442c9d9e535333e11d1299a293e3e03d5b4b6e95b
|
3 |
+
size 14244
|
checkpoint-1296/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a2e7b2026e59b449b0a772fb6adc96e2a31edbc1fb49a09f1581354c1a80ae44
|
3 |
+
size 1064
|
checkpoint-1296/special_tokens_map.json
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": "<s>",
|
3 |
+
"cls_token": "<s>",
|
4 |
+
"eos_token": "</s>",
|
5 |
+
"mask_token": {
|
6 |
+
"content": "<mask>",
|
7 |
+
"lstrip": true,
|
8 |
+
"normalized": false,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false
|
11 |
+
},
|
12 |
+
"pad_token": "<pad>",
|
13 |
+
"sep_token": "</s>",
|
14 |
+
"unk_token": "<unk>"
|
15 |
+
}
|
checkpoint-1296/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-1296/tokenizer_config.json
ADDED
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_prefix_space": true,
|
3 |
+
"added_tokens_decoder": {
|
4 |
+
"0": {
|
5 |
+
"content": "<s>",
|
6 |
+
"lstrip": false,
|
7 |
+
"normalized": true,
|
8 |
+
"rstrip": false,
|
9 |
+
"single_word": false,
|
10 |
+
"special": true
|
11 |
+
},
|
12 |
+
"1": {
|
13 |
+
"content": "<pad>",
|
14 |
+
"lstrip": false,
|
15 |
+
"normalized": true,
|
16 |
+
"rstrip": false,
|
17 |
+
"single_word": false,
|
18 |
+
"special": true
|
19 |
+
},
|
20 |
+
"2": {
|
21 |
+
"content": "</s>",
|
22 |
+
"lstrip": false,
|
23 |
+
"normalized": true,
|
24 |
+
"rstrip": false,
|
25 |
+
"single_word": false,
|
26 |
+
"special": true
|
27 |
+
},
|
28 |
+
"3": {
|
29 |
+
"content": "<unk>",
|
30 |
+
"lstrip": false,
|
31 |
+
"normalized": true,
|
32 |
+
"rstrip": false,
|
33 |
+
"single_word": false,
|
34 |
+
"special": true
|
35 |
+
},
|
36 |
+
"50264": {
|
37 |
+
"content": "<mask>",
|
38 |
+
"lstrip": true,
|
39 |
+
"normalized": false,
|
40 |
+
"rstrip": false,
|
41 |
+
"single_word": false,
|
42 |
+
"special": true
|
43 |
+
}
|
44 |
+
},
|
45 |
+
"bos_token": "<s>",
|
46 |
+
"clean_up_tokenization_spaces": true,
|
47 |
+
"cls_token": "<s>",
|
48 |
+
"eos_token": "</s>",
|
49 |
+
"errors": "replace",
|
50 |
+
"mask_token": "<mask>",
|
51 |
+
"model_max_length": 4096,
|
52 |
+
"pad_token": "<pad>",
|
53 |
+
"sep_token": "</s>",
|
54 |
+
"tokenizer_class": "LongformerTokenizer",
|
55 |
+
"trim_offsets": true,
|
56 |
+
"unk_token": "<unk>"
|
57 |
+
}
|
checkpoint-1296/trainer_state.json
ADDED
@@ -0,0 +1,659 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 16.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1296,
|
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_B": {
|
14 |
+
"f1-score": 0.8087666523420713,
|
15 |
+
"precision": 0.8189730200174065,
|
16 |
+
"recall": 0.7988115449915111,
|
17 |
+
"support": 1178.0
|
18 |
+
},
|
19 |
+
"eval_I": {
|
20 |
+
"f1-score": 0.9374597034171502,
|
21 |
+
"precision": 0.9521418826739427,
|
22 |
+
"recall": 0.9232234509762421,
|
23 |
+
"support": 18899.0
|
24 |
+
},
|
25 |
+
"eval_O": {
|
26 |
+
"f1-score": 0.8881362400419788,
|
27 |
+
"precision": 0.863303347862376,
|
28 |
+
"recall": 0.9144400785854617,
|
29 |
+
"support": 10180.0
|
30 |
+
},
|
31 |
+
"eval_accuracy": 0.9154245298608586,
|
32 |
+
"eval_loss": 0.2228638380765915,
|
33 |
+
"eval_macro avg": {
|
34 |
+
"f1-score": 0.8781208652670669,
|
35 |
+
"precision": 0.8781394168512416,
|
36 |
+
"recall": 0.8788250248510717,
|
37 |
+
"support": 30257.0
|
38 |
+
},
|
39 |
+
"eval_runtime": 4.7167,
|
40 |
+
"eval_samples_per_second": 17.173,
|
41 |
+
"eval_steps_per_second": 2.332,
|
42 |
+
"eval_weighted avg": {
|
43 |
+
"f1-score": 0.9158543469268937,
|
44 |
+
"precision": 0.9170673807540184,
|
45 |
+
"recall": 0.9154245298608586,
|
46 |
+
"support": 30257.0
|
47 |
+
},
|
48 |
+
"step": 81
|
49 |
+
},
|
50 |
+
{
|
51 |
+
"epoch": 2.0,
|
52 |
+
"eval_B": {
|
53 |
+
"f1-score": 0.8401515151515152,
|
54 |
+
"precision": 0.7585499316005472,
|
55 |
+
"recall": 0.9414261460101867,
|
56 |
+
"support": 1178.0
|
57 |
+
},
|
58 |
+
"eval_I": {
|
59 |
+
"f1-score": 0.9568235603470944,
|
60 |
+
"precision": 0.9510219016256338,
|
61 |
+
"recall": 0.9626964389650247,
|
62 |
+
"support": 18899.0
|
63 |
+
},
|
64 |
+
"eval_O": {
|
65 |
+
"f1-score": 0.9185648054827655,
|
66 |
+
"precision": 0.9430877483443708,
|
67 |
+
"recall": 0.8952848722986247,
|
68 |
+
"support": 10180.0
|
69 |
+
},
|
70 |
+
"eval_accuracy": 0.9391876260038999,
|
71 |
+
"eval_loss": 0.16692574322223663,
|
72 |
+
"eval_macro avg": {
|
73 |
+
"f1-score": 0.905179960327125,
|
74 |
+
"precision": 0.8842198605235172,
|
75 |
+
"recall": 0.9331358190912787,
|
76 |
+
"support": 30257.0
|
77 |
+
},
|
78 |
+
"eval_runtime": 4.7116,
|
79 |
+
"eval_samples_per_second": 17.192,
|
80 |
+
"eval_steps_per_second": 2.335,
|
81 |
+
"eval_weighted avg": {
|
82 |
+
"f1-score": 0.9394089523635119,
|
83 |
+
"precision": 0.9408589092241132,
|
84 |
+
"recall": 0.9391876260038999,
|
85 |
+
"support": 30257.0
|
86 |
+
},
|
87 |
+
"step": 162
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 3.0,
|
91 |
+
"eval_B": {
|
92 |
+
"f1-score": 0.8612244897959184,
|
93 |
+
"precision": 0.8294025157232704,
|
94 |
+
"recall": 0.8955857385398981,
|
95 |
+
"support": 1178.0
|
96 |
+
},
|
97 |
+
"eval_I": {
|
98 |
+
"f1-score": 0.951106371634231,
|
99 |
+
"precision": 0.9584654236741712,
|
100 |
+
"recall": 0.9438594634636753,
|
101 |
+
"support": 18899.0
|
102 |
+
},
|
103 |
+
"eval_O": {
|
104 |
+
"f1-score": 0.9106743212999903,
|
105 |
+
"precision": 0.9021592442645074,
|
106 |
+
"recall": 0.9193516699410609,
|
107 |
+
"support": 10180.0
|
108 |
+
},
|
109 |
+
"eval_accuracy": 0.9337343424662061,
|
110 |
+
"eval_loss": 0.1742253601551056,
|
111 |
+
"eval_macro avg": {
|
112 |
+
"f1-score": 0.9076683942433799,
|
113 |
+
"precision": 0.8966757278873163,
|
114 |
+
"recall": 0.9195989573148781,
|
115 |
+
"support": 30257.0
|
116 |
+
},
|
117 |
+
"eval_runtime": 4.7094,
|
118 |
+
"eval_samples_per_second": 17.2,
|
119 |
+
"eval_steps_per_second": 2.336,
|
120 |
+
"eval_weighted avg": {
|
121 |
+
"f1-score": 0.9340035812317422,
|
122 |
+
"precision": 0.9344963252190521,
|
123 |
+
"recall": 0.9337343424662061,
|
124 |
+
"support": 30257.0
|
125 |
+
},
|
126 |
+
"step": 243
|
127 |
+
},
|
128 |
+
{
|
129 |
+
"epoch": 4.0,
|
130 |
+
"eval_B": {
|
131 |
+
"f1-score": 0.8717948717948719,
|
132 |
+
"precision": 0.8254931714719271,
|
133 |
+
"recall": 0.9235993208828522,
|
134 |
+
"support": 1178.0
|
135 |
+
},
|
136 |
+
"eval_I": {
|
137 |
+
"f1-score": 0.9561271586371415,
|
138 |
+
"precision": 0.9374586871408959,
|
139 |
+
"recall": 0.9755542621302714,
|
140 |
+
"support": 18899.0
|
141 |
+
},
|
142 |
+
"eval_O": {
|
143 |
+
"f1-score": 0.9117828500925355,
|
144 |
+
"precision": 0.956427955133736,
|
145 |
+
"recall": 0.8711198428290766,
|
146 |
+
"support": 10180.0
|
147 |
+
},
|
148 |
+
"eval_accuracy": 0.9383944211256899,
|
149 |
+
"eval_loss": 0.18792153894901276,
|
150 |
+
"eval_macro avg": {
|
151 |
+
"f1-score": 0.9132349601748496,
|
152 |
+
"precision": 0.9064599379155197,
|
153 |
+
"recall": 0.9234244752807333,
|
154 |
+
"support": 30257.0
|
155 |
+
},
|
156 |
+
"eval_runtime": 4.7342,
|
157 |
+
"eval_samples_per_second": 17.11,
|
158 |
+
"eval_steps_per_second": 2.324,
|
159 |
+
"eval_weighted avg": {
|
160 |
+
"f1-score": 0.9379241479327001,
|
161 |
+
"precision": 0.9394817486046585,
|
162 |
+
"recall": 0.9383944211256899,
|
163 |
+
"support": 30257.0
|
164 |
+
},
|
165 |
+
"step": 324
|
166 |
+
},
|
167 |
+
{
|
168 |
+
"epoch": 5.0,
|
169 |
+
"eval_B": {
|
170 |
+
"f1-score": 0.8742949234488315,
|
171 |
+
"precision": 0.8320552147239264,
|
172 |
+
"recall": 0.9210526315789473,
|
173 |
+
"support": 1178.0
|
174 |
+
},
|
175 |
+
"eval_I": {
|
176 |
+
"f1-score": 0.9583957528450158,
|
177 |
+
"precision": 0.9521148825065274,
|
178 |
+
"recall": 0.9647600402137679,
|
179 |
+
"support": 18899.0
|
180 |
+
},
|
181 |
+
"eval_O": {
|
182 |
+
"f1-score": 0.9198818996146724,
|
183 |
+
"precision": 0.9375701315923697,
|
184 |
+
"recall": 0.9028487229862475,
|
185 |
+
"support": 10180.0
|
186 |
+
},
|
187 |
+
"eval_accuracy": 0.9422282447037049,
|
188 |
+
"eval_loss": 0.19990424811840057,
|
189 |
+
"eval_macro avg": {
|
190 |
+
"f1-score": 0.9175241919695066,
|
191 |
+
"precision": 0.9072467429409411,
|
192 |
+
"recall": 0.9295537982596542,
|
193 |
+
"support": 30257.0
|
194 |
+
},
|
195 |
+
"eval_runtime": 4.7101,
|
196 |
+
"eval_samples_per_second": 17.197,
|
197 |
+
"eval_steps_per_second": 2.335,
|
198 |
+
"eval_weighted avg": {
|
199 |
+
"f1-score": 0.9421634164298524,
|
200 |
+
"precision": 0.9425469857238316,
|
201 |
+
"recall": 0.9422282447037049,
|
202 |
+
"support": 30257.0
|
203 |
+
},
|
204 |
+
"step": 405
|
205 |
+
},
|
206 |
+
{
|
207 |
+
"epoch": 6.0,
|
208 |
+
"eval_B": {
|
209 |
+
"f1-score": 0.8808247422680412,
|
210 |
+
"precision": 0.8564554931836408,
|
211 |
+
"recall": 0.9066213921901528,
|
212 |
+
"support": 1178.0
|
213 |
+
},
|
214 |
+
"eval_I": {
|
215 |
+
"f1-score": 0.957406827435014,
|
216 |
+
"precision": 0.9446361435855178,
|
217 |
+
"recall": 0.9705275411397428,
|
218 |
+
"support": 18899.0
|
219 |
+
},
|
220 |
+
"eval_O": {
|
221 |
+
"f1-score": 0.9163000050574014,
|
222 |
+
"precision": 0.9443344105076619,
|
223 |
+
"recall": 0.8898821218074656,
|
224 |
+
"support": 10180.0
|
225 |
+
},
|
226 |
+
"eval_accuracy": 0.9409062365733549,
|
227 |
+
"eval_loss": 0.20615626871585846,
|
228 |
+
"eval_macro avg": {
|
229 |
+
"f1-score": 0.9181771915868189,
|
230 |
+
"precision": 0.9151420157589403,
|
231 |
+
"recall": 0.922343685045787,
|
232 |
+
"support": 30257.0
|
233 |
+
},
|
234 |
+
"eval_runtime": 4.6949,
|
235 |
+
"eval_samples_per_second": 17.253,
|
236 |
+
"eval_steps_per_second": 2.343,
|
237 |
+
"eval_weighted avg": {
|
238 |
+
"f1-score": 0.9405948120953971,
|
239 |
+
"precision": 0.941101475610967,
|
240 |
+
"recall": 0.9409062365733549,
|
241 |
+
"support": 30257.0
|
242 |
+
},
|
243 |
+
"step": 486
|
244 |
+
},
|
245 |
+
{
|
246 |
+
"epoch": 6.17,
|
247 |
+
"grad_norm": 2.4104158878326416,
|
248 |
+
"learning_rate": 1.7530864197530865e-05,
|
249 |
+
"loss": 0.1662,
|
250 |
+
"step": 500
|
251 |
+
},
|
252 |
+
{
|
253 |
+
"epoch": 7.0,
|
254 |
+
"eval_B": {
|
255 |
+
"f1-score": 0.8836820083682009,
|
256 |
+
"precision": 0.8712871287128713,
|
257 |
+
"recall": 0.8964346349745331,
|
258 |
+
"support": 1178.0
|
259 |
+
},
|
260 |
+
"eval_I": {
|
261 |
+
"f1-score": 0.9614174269469787,
|
262 |
+
"precision": 0.9609854091774159,
|
263 |
+
"recall": 0.9618498333245146,
|
264 |
+
"support": 18899.0
|
265 |
+
},
|
266 |
+
"eval_O": {
|
267 |
+
"f1-score": 0.9271751440248166,
|
268 |
+
"precision": 0.9295093296475466,
|
269 |
+
"recall": 0.924852652259332,
|
270 |
+
"support": 10180.0
|
271 |
+
},
|
272 |
+
"eval_accuracy": 0.9468552731599299,
|
273 |
+
"eval_loss": 0.22925782203674316,
|
274 |
+
"eval_macro avg": {
|
275 |
+
"f1-score": 0.9240915264466655,
|
276 |
+
"precision": 0.9205939558459445,
|
277 |
+
"recall": 0.9277123735194599,
|
278 |
+
"support": 30257.0
|
279 |
+
},
|
280 |
+
"eval_runtime": 4.7288,
|
281 |
+
"eval_samples_per_second": 17.129,
|
282 |
+
"eval_steps_per_second": 2.326,
|
283 |
+
"eval_weighted avg": {
|
284 |
+
"f1-score": 0.9468700903559945,
|
285 |
+
"precision": 0.9469030129054358,
|
286 |
+
"recall": 0.9468552731599299,
|
287 |
+
"support": 30257.0
|
288 |
+
},
|
289 |
+
"step": 567
|
290 |
+
},
|
291 |
+
{
|
292 |
+
"epoch": 8.0,
|
293 |
+
"eval_B": {
|
294 |
+
"f1-score": 0.8803630363036303,
|
295 |
+
"precision": 0.8563402889245586,
|
296 |
+
"recall": 0.9057724957555179,
|
297 |
+
"support": 1178.0
|
298 |
+
},
|
299 |
+
"eval_I": {
|
300 |
+
"f1-score": 0.9580651967507121,
|
301 |
+
"precision": 0.9550928116947994,
|
302 |
+
"recall": 0.9610561405365363,
|
303 |
+
"support": 18899.0
|
304 |
+
},
|
305 |
+
"eval_O": {
|
306 |
+
"f1-score": 0.9208882720333101,
|
307 |
+
"precision": 0.9294576746047628,
|
308 |
+
"recall": 0.912475442043222,
|
309 |
+
"support": 10180.0
|
310 |
+
},
|
311 |
+
"eval_accuracy": 0.9425587467362925,
|
312 |
+
"eval_loss": 0.22973769903182983,
|
313 |
+
"eval_macro avg": {
|
314 |
+
"f1-score": 0.9197721683625509,
|
315 |
+
"precision": 0.9136302584080402,
|
316 |
+
"recall": 0.9264346927784253,
|
317 |
+
"support": 30257.0
|
318 |
+
},
|
319 |
+
"eval_runtime": 4.7191,
|
320 |
+
"eval_samples_per_second": 17.164,
|
321 |
+
"eval_steps_per_second": 2.331,
|
322 |
+
"eval_weighted avg": {
|
323 |
+
"f1-score": 0.9425317916335554,
|
324 |
+
"precision": 0.942623096673485,
|
325 |
+
"recall": 0.9425587467362925,
|
326 |
+
"support": 30257.0
|
327 |
+
},
|
328 |
+
"step": 648
|
329 |
+
},
|
330 |
+
{
|
331 |
+
"epoch": 9.0,
|
332 |
+
"eval_B": {
|
333 |
+
"f1-score": 0.8885191347753745,
|
334 |
+
"precision": 0.8711256117455138,
|
335 |
+
"recall": 0.9066213921901528,
|
336 |
+
"support": 1178.0
|
337 |
+
},
|
338 |
+
"eval_I": {
|
339 |
+
"f1-score": 0.9620326487625066,
|
340 |
+
"precision": 0.9574445783763954,
|
341 |
+
"recall": 0.9666649029049156,
|
342 |
+
"support": 18899.0
|
343 |
+
},
|
344 |
+
"eval_O": {
|
345 |
+
"f1-score": 0.9275707898658718,
|
346 |
+
"precision": 0.9382914572864322,
|
347 |
+
"recall": 0.9170923379174852,
|
348 |
+
"support": 10180.0
|
349 |
+
},
|
350 |
+
"eval_accuracy": 0.9476484780381399,
|
351 |
+
"eval_loss": 0.24401217699050903,
|
352 |
+
"eval_macro avg": {
|
353 |
+
"f1-score": 0.9260408578012509,
|
354 |
+
"precision": 0.9222872158027805,
|
355 |
+
"recall": 0.9301262110041845,
|
356 |
+
"support": 30257.0
|
357 |
+
},
|
358 |
+
"eval_runtime": 4.701,
|
359 |
+
"eval_samples_per_second": 17.23,
|
360 |
+
"eval_steps_per_second": 2.34,
|
361 |
+
"eval_weighted avg": {
|
362 |
+
"f1-score": 0.94757580760031,
|
363 |
+
"precision": 0.9476398219436029,
|
364 |
+
"recall": 0.9476484780381399,
|
365 |
+
"support": 30257.0
|
366 |
+
},
|
367 |
+
"step": 729
|
368 |
+
},
|
369 |
+
{
|
370 |
+
"epoch": 10.0,
|
371 |
+
"eval_B": {
|
372 |
+
"f1-score": 0.875959595959596,
|
373 |
+
"precision": 0.8357748650732459,
|
374 |
+
"recall": 0.9202037351443124,
|
375 |
+
"support": 1178.0
|
376 |
+
},
|
377 |
+
"eval_I": {
|
378 |
+
"f1-score": 0.955652945166171,
|
379 |
+
"precision": 0.9424749163879599,
|
380 |
+
"recall": 0.9692047198264458,
|
381 |
+
"support": 18899.0
|
382 |
+
},
|
383 |
+
"eval_O": {
|
384 |
+
"f1-score": 0.9127632580563309,
|
385 |
+
"precision": 0.9441469816272966,
|
386 |
+
"recall": 0.8833988212180747,
|
387 |
+
"support": 10180.0
|
388 |
+
},
|
389 |
+
"eval_accuracy": 0.9384274713289487,
|
390 |
+
"eval_loss": 0.29471203684806824,
|
391 |
+
"eval_macro avg": {
|
392 |
+
"f1-score": 0.9147919330606994,
|
393 |
+
"precision": 0.9074655876961675,
|
394 |
+
"recall": 0.9242690920629443,
|
395 |
+
"support": 30257.0
|
396 |
+
},
|
397 |
+
"eval_runtime": 4.6985,
|
398 |
+
"eval_samples_per_second": 17.24,
|
399 |
+
"eval_steps_per_second": 2.341,
|
400 |
+
"eval_weighted avg": {
|
401 |
+
"f1-score": 0.9381199518045186,
|
402 |
+
"precision": 0.9388833165494999,
|
403 |
+
"recall": 0.9384274713289487,
|
404 |
+
"support": 30257.0
|
405 |
+
},
|
406 |
+
"step": 810
|
407 |
+
},
|
408 |
+
{
|
409 |
+
"epoch": 11.0,
|
410 |
+
"eval_B": {
|
411 |
+
"f1-score": 0.875515251442704,
|
412 |
+
"precision": 0.8509615384615384,
|
413 |
+
"recall": 0.9015280135823429,
|
414 |
+
"support": 1178.0
|
415 |
+
},
|
416 |
+
"eval_I": {
|
417 |
+
"f1-score": 0.9575287538250502,
|
418 |
+
"precision": 0.9547582723972855,
|
419 |
+
"recall": 0.96031536060109,
|
420 |
+
"support": 18899.0
|
421 |
+
},
|
422 |
+
"eval_O": {
|
423 |
+
"f1-score": 0.9195242814667988,
|
424 |
+
"precision": 0.9278,
|
425 |
+
"recall": 0.9113948919449901,
|
426 |
+
"support": 10180.0
|
427 |
+
},
|
428 |
+
"eval_accuracy": 0.9415672406385299,
|
429 |
+
"eval_loss": 0.30941879749298096,
|
430 |
+
"eval_macro avg": {
|
431 |
+
"f1-score": 0.9175227622448511,
|
432 |
+
"precision": 0.9111732702862746,
|
433 |
+
"recall": 0.9244127553761411,
|
434 |
+
"support": 30257.0
|
435 |
+
},
|
436 |
+
"eval_runtime": 4.7017,
|
437 |
+
"eval_samples_per_second": 17.228,
|
438 |
+
"eval_steps_per_second": 2.34,
|
439 |
+
"eval_weighted avg": {
|
440 |
+
"f1-score": 0.9415490653426031,
|
441 |
+
"precision": 0.9416470001105195,
|
442 |
+
"recall": 0.9415672406385299,
|
443 |
+
"support": 30257.0
|
444 |
+
},
|
445 |
+
"step": 891
|
446 |
+
},
|
447 |
+
{
|
448 |
+
"epoch": 12.0,
|
449 |
+
"eval_B": {
|
450 |
+
"f1-score": 0.8818181818181817,
|
451 |
+
"precision": 0.8590982286634461,
|
452 |
+
"recall": 0.9057724957555179,
|
453 |
+
"support": 1178.0
|
454 |
+
},
|
455 |
+
"eval_I": {
|
456 |
+
"f1-score": 0.9542487087386278,
|
457 |
+
"precision": 0.9457436856875585,
|
458 |
+
"recall": 0.9629080903751521,
|
459 |
+
"support": 18899.0
|
460 |
+
},
|
461 |
+
"eval_O": {
|
462 |
+
"f1-score": 0.910740239562973,
|
463 |
+
"precision": 0.9297042873222142,
|
464 |
+
"recall": 0.8925343811394892,
|
465 |
+
"support": 10180.0
|
466 |
+
},
|
467 |
+
"eval_accuracy": 0.9370063125888224,
|
468 |
+
"eval_loss": 0.28610122203826904,
|
469 |
+
"eval_macro avg": {
|
470 |
+
"f1-score": 0.9156023767065942,
|
471 |
+
"precision": 0.9115154005577396,
|
472 |
+
"recall": 0.9204049890900531,
|
473 |
+
"support": 30257.0
|
474 |
+
},
|
475 |
+
"eval_runtime": 4.6911,
|
476 |
+
"eval_samples_per_second": 17.267,
|
477 |
+
"eval_steps_per_second": 2.345,
|
478 |
+
"eval_weighted avg": {
|
479 |
+
"f1-score": 0.9367902899621314,
|
480 |
+
"precision": 0.9369738332985704,
|
481 |
+
"recall": 0.9370063125888224,
|
482 |
+
"support": 30257.0
|
483 |
+
},
|
484 |
+
"step": 972
|
485 |
+
},
|
486 |
+
{
|
487 |
+
"epoch": 12.35,
|
488 |
+
"grad_norm": 0.9797911643981934,
|
489 |
+
"learning_rate": 1.506172839506173e-05,
|
490 |
+
"loss": 0.0233,
|
491 |
+
"step": 1000
|
492 |
+
},
|
493 |
+
{
|
494 |
+
"epoch": 13.0,
|
495 |
+
"eval_B": {
|
496 |
+
"f1-score": 0.8875154511742892,
|
497 |
+
"precision": 0.8622898318654924,
|
498 |
+
"recall": 0.9142614601018676,
|
499 |
+
"support": 1178.0
|
500 |
+
},
|
501 |
+
"eval_I": {
|
502 |
+
"f1-score": 0.9602009576889865,
|
503 |
+
"precision": 0.9497877627083549,
|
504 |
+
"recall": 0.9708450182549341,
|
505 |
+
"support": 18899.0
|
506 |
+
},
|
507 |
+
"eval_O": {
|
508 |
+
"f1-score": 0.9229994967287367,
|
509 |
+
"precision": 0.9463364293085655,
|
510 |
+
"recall": 0.9007858546168959,
|
511 |
+
"support": 10180.0
|
512 |
+
},
|
513 |
+
"eval_accuracy": 0.9450705621839575,
|
514 |
+
"eval_loss": 0.3311145305633545,
|
515 |
+
"eval_macro avg": {
|
516 |
+
"f1-score": 0.9235719685306708,
|
517 |
+
"precision": 0.9194713412941375,
|
518 |
+
"recall": 0.9286307776578991,
|
519 |
+
"support": 30257.0
|
520 |
+
},
|
521 |
+
"eval_runtime": 4.7187,
|
522 |
+
"eval_samples_per_second": 17.166,
|
523 |
+
"eval_steps_per_second": 2.331,
|
524 |
+
"eval_weighted avg": {
|
525 |
+
"f1-score": 0.9448546114137558,
|
526 |
+
"precision": 0.9452199887538072,
|
527 |
+
"recall": 0.9450705621839575,
|
528 |
+
"support": 30257.0
|
529 |
+
},
|
530 |
+
"step": 1053
|
531 |
+
},
|
532 |
+
{
|
533 |
+
"epoch": 14.0,
|
534 |
+
"eval_B": {
|
535 |
+
"f1-score": 0.8758762886597938,
|
536 |
+
"precision": 0.8516439454691259,
|
537 |
+
"recall": 0.9015280135823429,
|
538 |
+
"support": 1178.0
|
539 |
+
},
|
540 |
+
"eval_I": {
|
541 |
+
"f1-score": 0.9588910891089109,
|
542 |
+
"precision": 0.9569456155143339,
|
543 |
+
"recall": 0.9608444891264089,
|
544 |
+
"support": 18899.0
|
545 |
+
},
|
546 |
+
"eval_O": {
|
547 |
+
"f1-score": 0.9223310576827941,
|
548 |
+
"precision": 0.9290412597169623,
|
549 |
+
"recall": 0.9157170923379175,
|
550 |
+
"support": 10180.0
|
551 |
+
},
|
552 |
+
"eval_accuracy": 0.9433519516145025,
|
553 |
+
"eval_loss": 0.32673054933547974,
|
554 |
+
"eval_macro avg": {
|
555 |
+
"f1-score": 0.9190328118171663,
|
556 |
+
"precision": 0.9125436069001407,
|
557 |
+
"recall": 0.9260298650155564,
|
558 |
+
"support": 30257.0
|
559 |
+
},
|
560 |
+
"eval_runtime": 4.7171,
|
561 |
+
"eval_samples_per_second": 17.171,
|
562 |
+
"eval_steps_per_second": 2.332,
|
563 |
+
"eval_weighted avg": {
|
564 |
+
"f1-score": 0.9433584006451857,
|
565 |
+
"precision": 0.943457440568685,
|
566 |
+
"recall": 0.9433519516145025,
|
567 |
+
"support": 30257.0
|
568 |
+
},
|
569 |
+
"step": 1134
|
570 |
+
},
|
571 |
+
{
|
572 |
+
"epoch": 15.0,
|
573 |
+
"eval_B": {
|
574 |
+
"f1-score": 0.8844750709363599,
|
575 |
+
"precision": 0.8463925523661753,
|
576 |
+
"recall": 0.9261460101867572,
|
577 |
+
"support": 1178.0
|
578 |
+
},
|
579 |
+
"eval_I": {
|
580 |
+
"f1-score": 0.9554282158321882,
|
581 |
+
"precision": 0.9367500508440105,
|
582 |
+
"recall": 0.974866395047357,
|
583 |
+
"support": 18899.0
|
584 |
+
},
|
585 |
+
"eval_O": {
|
586 |
+
"f1-score": 0.9105749486652978,
|
587 |
+
"precision": 0.9536559139784946,
|
588 |
+
"recall": 0.8712180746561886,
|
589 |
+
"support": 10180.0
|
590 |
+
},
|
591 |
+
"eval_accuracy": 0.9380969692963612,
|
592 |
+
"eval_loss": 0.4276476800441742,
|
593 |
+
"eval_macro avg": {
|
594 |
+
"f1-score": 0.9168260784779486,
|
595 |
+
"precision": 0.9122661723962269,
|
596 |
+
"recall": 0.924076826630101,
|
597 |
+
"support": 30257.0
|
598 |
+
},
|
599 |
+
"eval_runtime": 4.6973,
|
600 |
+
"eval_samples_per_second": 17.244,
|
601 |
+
"eval_steps_per_second": 2.342,
|
602 |
+
"eval_weighted avg": {
|
603 |
+
"f1-score": 0.9375748574540862,
|
604 |
+
"precision": 0.9389201454833387,
|
605 |
+
"recall": 0.9380969692963612,
|
606 |
+
"support": 30257.0
|
607 |
+
},
|
608 |
+
"step": 1215
|
609 |
+
},
|
610 |
+
{
|
611 |
+
"epoch": 16.0,
|
612 |
+
"eval_B": {
|
613 |
+
"f1-score": 0.8840336134453782,
|
614 |
+
"precision": 0.8752079866888519,
|
615 |
+
"recall": 0.8930390492359932,
|
616 |
+
"support": 1178.0
|
617 |
+
},
|
618 |
+
"eval_I": {
|
619 |
+
"f1-score": 0.9589266737513285,
|
620 |
+
"precision": 0.9629688917346994,
|
621 |
+
"recall": 0.9549182496428382,
|
622 |
+
"support": 18899.0
|
623 |
+
},
|
624 |
+
"eval_O": {
|
625 |
+
"f1-score": 0.923489801893237,
|
626 |
+
"precision": 0.9174907892185379,
|
627 |
+
"recall": 0.9295677799607073,
|
628 |
+
"support": 10180.0
|
629 |
+
},
|
630 |
+
"eval_accuracy": 0.9439799054764186,
|
631 |
+
"eval_loss": 0.3447544574737549,
|
632 |
+
"eval_macro avg": {
|
633 |
+
"f1-score": 0.9221500296966479,
|
634 |
+
"precision": 0.9185558892140296,
|
635 |
+
"recall": 0.9258416929465129,
|
636 |
+
"support": 30257.0
|
637 |
+
},
|
638 |
+
"eval_runtime": 4.7359,
|
639 |
+
"eval_samples_per_second": 17.103,
|
640 |
+
"eval_steps_per_second": 2.323,
|
641 |
+
"eval_weighted avg": {
|
642 |
+
"f1-score": 0.9440880783665984,
|
643 |
+
"precision": 0.9442509279657028,
|
644 |
+
"recall": 0.9439799054764186,
|
645 |
+
"support": 30257.0
|
646 |
+
},
|
647 |
+
"step": 1296
|
648 |
+
}
|
649 |
+
],
|
650 |
+
"logging_steps": 500,
|
651 |
+
"max_steps": 4050,
|
652 |
+
"num_input_tokens_seen": 0,
|
653 |
+
"num_train_epochs": 50,
|
654 |
+
"save_steps": 500,
|
655 |
+
"total_flos": 2293441765372800.0,
|
656 |
+
"train_batch_size": 4,
|
657 |
+
"trial_name": null,
|
658 |
+
"trial_params": null
|
659 |
+
}
|
checkpoint-1296/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a9f81281de988dbf2616f1c96e725c00f6e4415b289b670a7cb21136eb66e95f
|
3 |
+
size 4856
|
checkpoint-1296/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|