Training in progress, epoch 15, checkpoint
Browse files- checkpoint-615/config.json +61 -0
- checkpoint-615/merges.txt +0 -0
- checkpoint-615/model.safetensors +3 -0
- checkpoint-615/optimizer.pt +3 -0
- checkpoint-615/rng_state.pth +3 -0
- checkpoint-615/scheduler.pt +3 -0
- checkpoint-615/special_tokens_map.json +15 -0
- checkpoint-615/tokenizer.json +0 -0
- checkpoint-615/tokenizer_config.json +57 -0
- checkpoint-615/trainer_state.json +972 -0
- checkpoint-615/training_args.bin +3 -0
- checkpoint-615/vocab.json +0 -0
checkpoint-615/config.json
ADDED
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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-MajorClaim",
|
31 |
+
"2": "I-MajorClaim",
|
32 |
+
"3": "B-Claim",
|
33 |
+
"4": "I-Claim",
|
34 |
+
"5": "B-Premise",
|
35 |
+
"6": "I-Premise"
|
36 |
+
},
|
37 |
+
"ignore_attention_mask": false,
|
38 |
+
"initializer_range": 0.02,
|
39 |
+
"intermediate_size": 3072,
|
40 |
+
"label2id": {
|
41 |
+
"B-Claim": 3,
|
42 |
+
"B-MajorClaim": 1,
|
43 |
+
"B-Premise": 5,
|
44 |
+
"I-Claim": 4,
|
45 |
+
"I-MajorClaim": 2,
|
46 |
+
"I-Premise": 6,
|
47 |
+
"O": 0
|
48 |
+
},
|
49 |
+
"layer_norm_eps": 1e-05,
|
50 |
+
"max_position_embeddings": 4098,
|
51 |
+
"model_type": "longformer",
|
52 |
+
"num_attention_heads": 12,
|
53 |
+
"num_hidden_layers": 12,
|
54 |
+
"onnx_export": false,
|
55 |
+
"pad_token_id": 1,
|
56 |
+
"sep_token_id": 2,
|
57 |
+
"torch_dtype": "float32",
|
58 |
+
"transformers_version": "4.37.2",
|
59 |
+
"type_vocab_size": 1,
|
60 |
+
"vocab_size": 50265
|
61 |
+
}
|
checkpoint-615/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-615/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:223637ee51e19946ac5c6d217941c49adaa3a2e1ae0f0bb7e0ec85accfc77b35
|
3 |
+
size 592330980
|
checkpoint-615/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ba729b1c786e959b70e1aeb66f44ab4fa9c7c6beb9c545279dad3e175d683742
|
3 |
+
size 1014670074
|
checkpoint-615/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:60d73cd4de91f0357130d4e4cf004c9af20e1519786ee889e727d7e40790e3e3
|
3 |
+
size 14244
|
checkpoint-615/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bd51b0c91b998e8eb1af654a99ec608c0d09f203d69a278de7c58661b45b72ab
|
3 |
+
size 1064
|
checkpoint-615/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-615/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-615/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-615/trainer_state.json
ADDED
@@ -0,0 +1,972 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 15.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 615,
|
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-Claim": {
|
14 |
+
"f1-score": 0.0,
|
15 |
+
"precision": 0.0,
|
16 |
+
"recall": 0.0,
|
17 |
+
"support": 284.0
|
18 |
+
},
|
19 |
+
"eval_B-MajorClaim": {
|
20 |
+
"f1-score": 0.0,
|
21 |
+
"precision": 0.0,
|
22 |
+
"recall": 0.0,
|
23 |
+
"support": 141.0
|
24 |
+
},
|
25 |
+
"eval_B-Premise": {
|
26 |
+
"f1-score": 0.1548223350253807,
|
27 |
+
"precision": 0.7625,
|
28 |
+
"recall": 0.08615819209039548,
|
29 |
+
"support": 708.0
|
30 |
+
},
|
31 |
+
"eval_I-Claim": {
|
32 |
+
"f1-score": 0.320846509365118,
|
33 |
+
"precision": 0.31821471652593486,
|
34 |
+
"recall": 0.3235221976943831,
|
35 |
+
"support": 4077.0
|
36 |
+
},
|
37 |
+
"eval_I-MajorClaim": {
|
38 |
+
"f1-score": 0.30944741532976827,
|
39 |
+
"precision": 0.5556978233034571,
|
40 |
+
"recall": 0.21442687747035574,
|
41 |
+
"support": 2024.0
|
42 |
+
},
|
43 |
+
"eval_I-Premise": {
|
44 |
+
"f1-score": 0.8325705005167576,
|
45 |
+
"precision": 0.758950201884253,
|
46 |
+
"recall": 0.9220078482668411,
|
47 |
+
"support": 12232.0
|
48 |
+
},
|
49 |
+
"eval_O": {
|
50 |
+
"f1-score": 0.8424700041373604,
|
51 |
+
"precision": 0.8602661596958175,
|
52 |
+
"recall": 0.8253952168625861,
|
53 |
+
"support": 9868.0
|
54 |
+
},
|
55 |
+
"eval_accuracy": 0.7239721824503988,
|
56 |
+
"eval_loss": 0.7399080395698547,
|
57 |
+
"eval_macro avg": {
|
58 |
+
"f1-score": 0.35145096633919787,
|
59 |
+
"precision": 0.4650898430584946,
|
60 |
+
"recall": 0.33878719034065163,
|
61 |
+
"support": 29334.0
|
62 |
+
},
|
63 |
+
"eval_runtime": 1.4174,
|
64 |
+
"eval_samples_per_second": 56.441,
|
65 |
+
"eval_steps_per_second": 7.055,
|
66 |
+
"eval_weighted avg": {
|
67 |
+
"f1-score": 0.7002632905043792,
|
68 |
+
"precision": 0.70684288289933,
|
69 |
+
"recall": 0.7239721824503988,
|
70 |
+
"support": 29334.0
|
71 |
+
},
|
72 |
+
"step": 41
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 2.0,
|
76 |
+
"eval_B-Claim": {
|
77 |
+
"f1-score": 0.027491408934707903,
|
78 |
+
"precision": 0.5714285714285714,
|
79 |
+
"recall": 0.014084507042253521,
|
80 |
+
"support": 284.0
|
81 |
+
},
|
82 |
+
"eval_B-MajorClaim": {
|
83 |
+
"f1-score": 0.0,
|
84 |
+
"precision": 0.0,
|
85 |
+
"recall": 0.0,
|
86 |
+
"support": 141.0
|
87 |
+
},
|
88 |
+
"eval_B-Premise": {
|
89 |
+
"f1-score": 0.6804835924006908,
|
90 |
+
"precision": 0.5743440233236151,
|
91 |
+
"recall": 0.8347457627118644,
|
92 |
+
"support": 708.0
|
93 |
+
},
|
94 |
+
"eval_I-Claim": {
|
95 |
+
"f1-score": 0.42355671598491446,
|
96 |
+
"precision": 0.5182818601348953,
|
97 |
+
"recall": 0.35810645082168263,
|
98 |
+
"support": 4077.0
|
99 |
+
},
|
100 |
+
"eval_I-MajorClaim": {
|
101 |
+
"f1-score": 0.5595744680851064,
|
102 |
+
"precision": 0.6059907834101382,
|
103 |
+
"recall": 0.5197628458498024,
|
104 |
+
"support": 2024.0
|
105 |
+
},
|
106 |
+
"eval_I-Premise": {
|
107 |
+
"f1-score": 0.8694257788637754,
|
108 |
+
"precision": 0.8156160458452723,
|
109 |
+
"recall": 0.9308371484630478,
|
110 |
+
"support": 12232.0
|
111 |
+
},
|
112 |
+
"eval_O": {
|
113 |
+
"f1-score": 0.8708085279601078,
|
114 |
+
"precision": 0.8745017884517118,
|
115 |
+
"recall": 0.867146331576814,
|
116 |
+
"support": 9868.0
|
117 |
+
},
|
118 |
+
"eval_accuracy": 0.7857775959637281,
|
119 |
+
"eval_loss": 0.5717769861221313,
|
120 |
+
"eval_macro avg": {
|
121 |
+
"f1-score": 0.4901914988899004,
|
122 |
+
"precision": 0.5657375817991721,
|
123 |
+
"recall": 0.5035261494950664,
|
124 |
+
"support": 29334.0
|
125 |
+
},
|
126 |
+
"eval_runtime": 1.4179,
|
127 |
+
"eval_samples_per_second": 56.421,
|
128 |
+
"eval_steps_per_second": 7.053,
|
129 |
+
"eval_weighted avg": {
|
130 |
+
"f1-score": 0.7696517378810916,
|
131 |
+
"precision": 0.767528495718681,
|
132 |
+
"recall": 0.7857775959637281,
|
133 |
+
"support": 29334.0
|
134 |
+
},
|
135 |
+
"step": 82
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 3.0,
|
139 |
+
"eval_B-Claim": {
|
140 |
+
"f1-score": 0.45522388059701496,
|
141 |
+
"precision": 0.48412698412698413,
|
142 |
+
"recall": 0.4295774647887324,
|
143 |
+
"support": 284.0
|
144 |
+
},
|
145 |
+
"eval_B-MajorClaim": {
|
146 |
+
"f1-score": 0.14814814814814814,
|
147 |
+
"precision": 0.5714285714285714,
|
148 |
+
"recall": 0.0851063829787234,
|
149 |
+
"support": 141.0
|
150 |
+
},
|
151 |
+
"eval_B-Premise": {
|
152 |
+
"f1-score": 0.7349014621741894,
|
153 |
+
"precision": 0.6682080924855491,
|
154 |
+
"recall": 0.8163841807909604,
|
155 |
+
"support": 708.0
|
156 |
+
},
|
157 |
+
"eval_I-Claim": {
|
158 |
+
"f1-score": 0.5597381342062193,
|
159 |
+
"precision": 0.504127358490566,
|
160 |
+
"recall": 0.6291390728476821,
|
161 |
+
"support": 4077.0
|
162 |
+
},
|
163 |
+
"eval_I-MajorClaim": {
|
164 |
+
"f1-score": 0.7027804410354747,
|
165 |
+
"precision": 0.6824953445065177,
|
166 |
+
"recall": 0.724308300395257,
|
167 |
+
"support": 2024.0
|
168 |
+
},
|
169 |
+
"eval_I-Premise": {
|
170 |
+
"f1-score": 0.8580818643561399,
|
171 |
+
"precision": 0.8977404661963025,
|
172 |
+
"recall": 0.8217789404839765,
|
173 |
+
"support": 12232.0
|
174 |
+
},
|
175 |
+
"eval_O": {
|
176 |
+
"f1-score": 0.8938923131781367,
|
177 |
+
"precision": 0.8986991703369865,
|
178 |
+
"recall": 0.8891366031617349,
|
179 |
+
"support": 9868.0
|
180 |
+
},
|
181 |
+
"eval_accuracy": 0.8034703756732802,
|
182 |
+
"eval_loss": 0.5305466651916504,
|
183 |
+
"eval_macro avg": {
|
184 |
+
"f1-score": 0.6218237490993319,
|
185 |
+
"precision": 0.6724037125102111,
|
186 |
+
"recall": 0.6279187064924381,
|
187 |
+
"support": 29334.0
|
188 |
+
},
|
189 |
+
"eval_runtime": 1.4138,
|
190 |
+
"eval_samples_per_second": 56.587,
|
191 |
+
"eval_steps_per_second": 7.073,
|
192 |
+
"eval_weighted avg": {
|
193 |
+
"f1-score": 0.8076617373443268,
|
194 |
+
"precision": 0.8173920172765067,
|
195 |
+
"recall": 0.8034703756732802,
|
196 |
+
"support": 29334.0
|
197 |
+
},
|
198 |
+
"step": 123
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 4.0,
|
202 |
+
"eval_B-Claim": {
|
203 |
+
"f1-score": 0.48312611012433393,
|
204 |
+
"precision": 0.4874551971326165,
|
205 |
+
"recall": 0.4788732394366197,
|
206 |
+
"support": 284.0
|
207 |
+
},
|
208 |
+
"eval_B-MajorClaim": {
|
209 |
+
"f1-score": 0.6104417670682731,
|
210 |
+
"precision": 0.7037037037037037,
|
211 |
+
"recall": 0.5390070921985816,
|
212 |
+
"support": 141.0
|
213 |
+
},
|
214 |
+
"eval_B-Premise": {
|
215 |
+
"f1-score": 0.7560050568900126,
|
216 |
+
"precision": 0.6842105263157895,
|
217 |
+
"recall": 0.844632768361582,
|
218 |
+
"support": 708.0
|
219 |
+
},
|
220 |
+
"eval_I-Claim": {
|
221 |
+
"f1-score": 0.5483343808925204,
|
222 |
+
"precision": 0.5624033006704486,
|
223 |
+
"recall": 0.5349521707137601,
|
224 |
+
"support": 4077.0
|
225 |
+
},
|
226 |
+
"eval_I-MajorClaim": {
|
227 |
+
"f1-score": 0.7212475633528265,
|
228 |
+
"precision": 0.8264199106573069,
|
229 |
+
"recall": 0.6398221343873518,
|
230 |
+
"support": 2024.0
|
231 |
+
},
|
232 |
+
"eval_I-Premise": {
|
233 |
+
"f1-score": 0.8794421774097699,
|
234 |
+
"precision": 0.8531785686832193,
|
235 |
+
"recall": 0.9073741007194245,
|
236 |
+
"support": 12232.0
|
237 |
+
},
|
238 |
+
"eval_O": {
|
239 |
+
"f1-score": 0.8933134910453123,
|
240 |
+
"precision": 0.9048757667117164,
|
241 |
+
"recall": 0.8820429671665991,
|
242 |
+
"support": 9868.0
|
243 |
+
},
|
244 |
+
"eval_accuracy": 0.8211972455171473,
|
245 |
+
"eval_loss": 0.52641761302948,
|
246 |
+
"eval_macro avg": {
|
247 |
+
"f1-score": 0.6988443638261499,
|
248 |
+
"precision": 0.7174638534106857,
|
249 |
+
"recall": 0.6895292104262741,
|
250 |
+
"support": 29334.0
|
251 |
+
},
|
252 |
+
"eval_runtime": 1.4223,
|
253 |
+
"eval_samples_per_second": 56.246,
|
254 |
+
"eval_steps_per_second": 7.031,
|
255 |
+
"eval_weighted avg": {
|
256 |
+
"f1-score": 0.81906491673643,
|
257 |
+
"precision": 0.8199722855692243,
|
258 |
+
"recall": 0.8211972455171473,
|
259 |
+
"support": 29334.0
|
260 |
+
},
|
261 |
+
"step": 164
|
262 |
+
},
|
263 |
+
{
|
264 |
+
"epoch": 5.0,
|
265 |
+
"eval_B-Claim": {
|
266 |
+
"f1-score": 0.5169230769230769,
|
267 |
+
"precision": 0.45901639344262296,
|
268 |
+
"recall": 0.5915492957746479,
|
269 |
+
"support": 284.0
|
270 |
+
},
|
271 |
+
"eval_B-MajorClaim": {
|
272 |
+
"f1-score": 0.6466165413533834,
|
273 |
+
"precision": 0.688,
|
274 |
+
"recall": 0.6099290780141844,
|
275 |
+
"support": 141.0
|
276 |
+
},
|
277 |
+
"eval_B-Premise": {
|
278 |
+
"f1-score": 0.7462879276952873,
|
279 |
+
"precision": 0.6872770511296076,
|
280 |
+
"recall": 0.8163841807909604,
|
281 |
+
"support": 708.0
|
282 |
+
},
|
283 |
+
"eval_I-Claim": {
|
284 |
+
"f1-score": 0.5599537037037038,
|
285 |
+
"precision": 0.5301336839798378,
|
286 |
+
"recall": 0.5933284277655139,
|
287 |
+
"support": 4077.0
|
288 |
+
},
|
289 |
+
"eval_I-MajorClaim": {
|
290 |
+
"f1-score": 0.7108050847457628,
|
291 |
+
"precision": 0.7659817351598174,
|
292 |
+
"recall": 0.6630434782608695,
|
293 |
+
"support": 2024.0
|
294 |
+
},
|
295 |
+
"eval_I-Premise": {
|
296 |
+
"f1-score": 0.8764307593100111,
|
297 |
+
"precision": 0.864308426073132,
|
298 |
+
"recall": 0.8888979725310661,
|
299 |
+
"support": 12232.0
|
300 |
+
},
|
301 |
+
"eval_O": {
|
302 |
+
"f1-score": 0.8840052700922265,
|
303 |
+
"precision": 0.9209399363127265,
|
304 |
+
"recall": 0.8499189298743413,
|
305 |
+
"support": 9868.0
|
306 |
+
},
|
307 |
+
"eval_accuracy": 0.8131519738187768,
|
308 |
+
"eval_loss": 0.5400775074958801,
|
309 |
+
"eval_macro avg": {
|
310 |
+
"f1-score": 0.7058603376890645,
|
311 |
+
"precision": 0.702236746585392,
|
312 |
+
"recall": 0.7161501947159407,
|
313 |
+
"support": 29334.0
|
314 |
+
},
|
315 |
+
"eval_runtime": 1.4191,
|
316 |
+
"eval_samples_per_second": 56.374,
|
317 |
+
"eval_steps_per_second": 7.047,
|
318 |
+
"eval_weighted avg": {
|
319 |
+
"f1-score": 0.8158388468555539,
|
320 |
+
"precision": 0.8210853899484308,
|
321 |
+
"recall": 0.8131519738187768,
|
322 |
+
"support": 29334.0
|
323 |
+
},
|
324 |
+
"step": 205
|
325 |
+
},
|
326 |
+
{
|
327 |
+
"epoch": 6.0,
|
328 |
+
"eval_B-Claim": {
|
329 |
+
"f1-score": 0.5396290050590219,
|
330 |
+
"precision": 0.517799352750809,
|
331 |
+
"recall": 0.5633802816901409,
|
332 |
+
"support": 284.0
|
333 |
+
},
|
334 |
+
"eval_B-MajorClaim": {
|
335 |
+
"f1-score": 0.6879432624113475,
|
336 |
+
"precision": 0.6879432624113475,
|
337 |
+
"recall": 0.6879432624113475,
|
338 |
+
"support": 141.0
|
339 |
+
},
|
340 |
+
"eval_B-Premise": {
|
341 |
+
"f1-score": 0.7728459530026109,
|
342 |
+
"precision": 0.7184466019417476,
|
343 |
+
"recall": 0.8361581920903954,
|
344 |
+
"support": 708.0
|
345 |
+
},
|
346 |
+
"eval_I-Claim": {
|
347 |
+
"f1-score": 0.5682792406613595,
|
348 |
+
"precision": 0.5675146771037182,
|
349 |
+
"recall": 0.5690458670591121,
|
350 |
+
"support": 4077.0
|
351 |
+
},
|
352 |
+
"eval_I-MajorClaim": {
|
353 |
+
"f1-score": 0.744126659856997,
|
354 |
+
"precision": 0.7700845665961945,
|
355 |
+
"recall": 0.7198616600790514,
|
356 |
+
"support": 2024.0
|
357 |
+
},
|
358 |
+
"eval_I-Premise": {
|
359 |
+
"f1-score": 0.8782814316059476,
|
360 |
+
"precision": 0.8614670964698482,
|
361 |
+
"recall": 0.8957652060170046,
|
362 |
+
"support": 12232.0
|
363 |
+
},
|
364 |
+
"eval_O": {
|
365 |
+
"f1-score": 0.891362005304488,
|
366 |
+
"precision": 0.915500480717872,
|
367 |
+
"recall": 0.8684637211187677,
|
368 |
+
"support": 9868.0
|
369 |
+
},
|
370 |
+
"eval_accuracy": 0.8233790141133156,
|
371 |
+
"eval_loss": 0.5608550906181335,
|
372 |
+
"eval_macro avg": {
|
373 |
+
"f1-score": 0.7260667939859674,
|
374 |
+
"precision": 0.7198222911416482,
|
375 |
+
"recall": 0.7343740272094027,
|
376 |
+
"support": 29334.0
|
377 |
+
},
|
378 |
+
"eval_runtime": 1.42,
|
379 |
+
"eval_samples_per_second": 56.337,
|
380 |
+
"eval_steps_per_second": 7.042,
|
381 |
+
"eval_weighted avg": {
|
382 |
+
"f1-score": 0.8236011159623022,
|
383 |
+
"precision": 0.8248703886084983,
|
384 |
+
"recall": 0.8233790141133156,
|
385 |
+
"support": 29334.0
|
386 |
+
},
|
387 |
+
"step": 246
|
388 |
+
},
|
389 |
+
{
|
390 |
+
"epoch": 7.0,
|
391 |
+
"eval_B-Claim": {
|
392 |
+
"f1-score": 0.5528455284552846,
|
393 |
+
"precision": 0.513595166163142,
|
394 |
+
"recall": 0.5985915492957746,
|
395 |
+
"support": 284.0
|
396 |
+
},
|
397 |
+
"eval_B-MajorClaim": {
|
398 |
+
"f1-score": 0.6936026936026936,
|
399 |
+
"precision": 0.6602564102564102,
|
400 |
+
"recall": 0.7304964539007093,
|
401 |
+
"support": 141.0
|
402 |
+
},
|
403 |
+
"eval_B-Premise": {
|
404 |
+
"f1-score": 0.7722908093278464,
|
405 |
+
"precision": 0.7506666666666667,
|
406 |
+
"recall": 0.7951977401129944,
|
407 |
+
"support": 708.0
|
408 |
+
},
|
409 |
+
"eval_I-Claim": {
|
410 |
+
"f1-score": 0.5735997058463046,
|
411 |
+
"precision": 0.5732484076433121,
|
412 |
+
"recall": 0.5739514348785872,
|
413 |
+
"support": 4077.0
|
414 |
+
},
|
415 |
+
"eval_I-MajorClaim": {
|
416 |
+
"f1-score": 0.7633703329969728,
|
417 |
+
"precision": 0.7798969072164949,
|
418 |
+
"recall": 0.7475296442687747,
|
419 |
+
"support": 2024.0
|
420 |
+
},
|
421 |
+
"eval_I-Premise": {
|
422 |
+
"f1-score": 0.883062701951,
|
423 |
+
"precision": 0.8836048129655398,
|
424 |
+
"recall": 0.8825212557226946,
|
425 |
+
"support": 12232.0
|
426 |
+
},
|
427 |
+
"eval_O": {
|
428 |
+
"f1-score": 0.9022609753624656,
|
429 |
+
"precision": 0.9027186041793467,
|
430 |
+
"recall": 0.901803810295906,
|
431 |
+
"support": 9868.0
|
432 |
+
},
|
433 |
+
"eval_accuracy": 0.8312197450057953,
|
434 |
+
"eval_loss": 0.5639435648918152,
|
435 |
+
"eval_macro avg": {
|
436 |
+
"f1-score": 0.7344332496489382,
|
437 |
+
"precision": 0.7234267107272733,
|
438 |
+
"recall": 0.74715598406792,
|
439 |
+
"support": 29334.0
|
440 |
+
},
|
441 |
+
"eval_runtime": 1.4196,
|
442 |
+
"eval_samples_per_second": 56.355,
|
443 |
+
"eval_steps_per_second": 7.044,
|
444 |
+
"eval_weighted avg": {
|
445 |
+
"f1-score": 0.8314703017913034,
|
446 |
+
"precision": 0.8318795778768913,
|
447 |
+
"recall": 0.8312197450057953,
|
448 |
+
"support": 29334.0
|
449 |
+
},
|
450 |
+
"step": 287
|
451 |
+
},
|
452 |
+
{
|
453 |
+
"epoch": 8.0,
|
454 |
+
"eval_B-Claim": {
|
455 |
+
"f1-score": 0.556836902800659,
|
456 |
+
"precision": 0.5232198142414861,
|
457 |
+
"recall": 0.5950704225352113,
|
458 |
+
"support": 284.0
|
459 |
+
},
|
460 |
+
"eval_B-MajorClaim": {
|
461 |
+
"f1-score": 0.7013888888888888,
|
462 |
+
"precision": 0.6870748299319728,
|
463 |
+
"recall": 0.7163120567375887,
|
464 |
+
"support": 141.0
|
465 |
+
},
|
466 |
+
"eval_B-Premise": {
|
467 |
+
"f1-score": 0.7824296499656829,
|
468 |
+
"precision": 0.7610146862483311,
|
469 |
+
"recall": 0.8050847457627118,
|
470 |
+
"support": 708.0
|
471 |
+
},
|
472 |
+
"eval_I-Claim": {
|
473 |
+
"f1-score": 0.5778475661311753,
|
474 |
+
"precision": 0.5692527367920038,
|
475 |
+
"recall": 0.5867059112092224,
|
476 |
+
"support": 4077.0
|
477 |
+
},
|
478 |
+
"eval_I-MajorClaim": {
|
479 |
+
"f1-score": 0.7583943448624085,
|
480 |
+
"precision": 0.7754259163655137,
|
481 |
+
"recall": 0.7420948616600791,
|
482 |
+
"support": 2024.0
|
483 |
+
},
|
484 |
+
"eval_I-Premise": {
|
485 |
+
"f1-score": 0.8827766863130322,
|
486 |
+
"precision": 0.8839344262295082,
|
487 |
+
"recall": 0.881621975147155,
|
488 |
+
"support": 12232.0
|
489 |
+
},
|
490 |
+
"eval_O": {
|
491 |
+
"f1-score": 0.9058236611688048,
|
492 |
+
"precision": 0.9100859247135843,
|
493 |
+
"recall": 0.9016011349817592,
|
494 |
+
"support": 9868.0
|
495 |
+
},
|
496 |
+
"eval_accuracy": 0.8323106293038794,
|
497 |
+
"eval_loss": 0.5765838623046875,
|
498 |
+
"eval_macro avg": {
|
499 |
+
"f1-score": 0.7379282428758074,
|
500 |
+
"precision": 0.7300011906460572,
|
501 |
+
"recall": 0.7469273011476754,
|
502 |
+
"support": 29334.0
|
503 |
+
},
|
504 |
+
"eval_runtime": 1.4173,
|
505 |
+
"eval_samples_per_second": 56.444,
|
506 |
+
"eval_steps_per_second": 7.056,
|
507 |
+
"eval_weighted avg": {
|
508 |
+
"f1-score": 0.8331173621878202,
|
509 |
+
"precision": 0.834103417381421,
|
510 |
+
"recall": 0.8323106293038794,
|
511 |
+
"support": 29334.0
|
512 |
+
},
|
513 |
+
"step": 328
|
514 |
+
},
|
515 |
+
{
|
516 |
+
"epoch": 9.0,
|
517 |
+
"eval_B-Claim": {
|
518 |
+
"f1-score": 0.5608108108108107,
|
519 |
+
"precision": 0.538961038961039,
|
520 |
+
"recall": 0.5845070422535211,
|
521 |
+
"support": 284.0
|
522 |
+
},
|
523 |
+
"eval_B-MajorClaim": {
|
524 |
+
"f1-score": 0.7062706270627063,
|
525 |
+
"precision": 0.6604938271604939,
|
526 |
+
"recall": 0.7588652482269503,
|
527 |
+
"support": 141.0
|
528 |
+
},
|
529 |
+
"eval_B-Premise": {
|
530 |
+
"f1-score": 0.7868852459016393,
|
531 |
+
"precision": 0.7619047619047619,
|
532 |
+
"recall": 0.8135593220338984,
|
533 |
+
"support": 708.0
|
534 |
+
},
|
535 |
+
"eval_I-Claim": {
|
536 |
+
"f1-score": 0.5757501829714565,
|
537 |
+
"precision": 0.5726765348216453,
|
538 |
+
"recall": 0.5788570026980623,
|
539 |
+
"support": 4077.0
|
540 |
+
},
|
541 |
+
"eval_I-MajorClaim": {
|
542 |
+
"f1-score": 0.7613469985358712,
|
543 |
+
"precision": 0.7521697203471552,
|
544 |
+
"recall": 0.7707509881422925,
|
545 |
+
"support": 2024.0
|
546 |
+
},
|
547 |
+
"eval_I-Premise": {
|
548 |
+
"f1-score": 0.881003613332792,
|
549 |
+
"precision": 0.8750705702072747,
|
550 |
+
"recall": 0.8870176586003924,
|
551 |
+
"support": 12232.0
|
552 |
+
},
|
553 |
+
"eval_O": {
|
554 |
+
"f1-score": 0.8976369827675162,
|
555 |
+
"precision": 0.914336766869876,
|
556 |
+
"recall": 0.8815362788812323,
|
557 |
+
"support": 9868.0
|
558 |
+
},
|
559 |
+
"eval_accuracy": 0.829003886275312,
|
560 |
+
"eval_loss": 0.6423923373222351,
|
561 |
+
"eval_macro avg": {
|
562 |
+
"f1-score": 0.7385292087689704,
|
563 |
+
"precision": 0.725087602896035,
|
564 |
+
"recall": 0.75358479154805,
|
565 |
+
"support": 29334.0
|
566 |
+
},
|
567 |
+
"eval_runtime": 1.4177,
|
568 |
+
"eval_samples_per_second": 56.429,
|
569 |
+
"eval_steps_per_second": 7.054,
|
570 |
+
"eval_weighted avg": {
|
571 |
+
"f1-score": 0.8297056980988704,
|
572 |
+
"precision": 0.8307545957871735,
|
573 |
+
"recall": 0.829003886275312,
|
574 |
+
"support": 29334.0
|
575 |
+
},
|
576 |
+
"step": 369
|
577 |
+
},
|
578 |
+
{
|
579 |
+
"epoch": 10.0,
|
580 |
+
"eval_B-Claim": {
|
581 |
+
"f1-score": 0.5340699815837938,
|
582 |
+
"precision": 0.5598455598455598,
|
583 |
+
"recall": 0.5105633802816901,
|
584 |
+
"support": 284.0
|
585 |
+
},
|
586 |
+
"eval_B-MajorClaim": {
|
587 |
+
"f1-score": 0.6917808219178082,
|
588 |
+
"precision": 0.6688741721854304,
|
589 |
+
"recall": 0.7163120567375887,
|
590 |
+
"support": 141.0
|
591 |
+
},
|
592 |
+
"eval_B-Premise": {
|
593 |
+
"f1-score": 0.7902695595003287,
|
594 |
+
"precision": 0.7392373923739237,
|
595 |
+
"recall": 0.8488700564971752,
|
596 |
+
"support": 708.0
|
597 |
+
},
|
598 |
+
"eval_I-Claim": {
|
599 |
+
"f1-score": 0.5523707473881597,
|
600 |
+
"precision": 0.6084390675715551,
|
601 |
+
"recall": 0.5057640421878833,
|
602 |
+
"support": 4077.0
|
603 |
+
},
|
604 |
+
"eval_I-MajorClaim": {
|
605 |
+
"f1-score": 0.7558022199798183,
|
606 |
+
"precision": 0.7721649484536083,
|
607 |
+
"recall": 0.7401185770750988,
|
608 |
+
"support": 2024.0
|
609 |
+
},
|
610 |
+
"eval_I-Premise": {
|
611 |
+
"f1-score": 0.8884279732321058,
|
612 |
+
"precision": 0.8521132047143608,
|
613 |
+
"recall": 0.92797580117724,
|
614 |
+
"support": 12232.0
|
615 |
+
},
|
616 |
+
"eval_O": {
|
617 |
+
"f1-score": 0.8982358114749858,
|
618 |
+
"precision": 0.9175562836909418,
|
619 |
+
"recall": 0.8797122010539117,
|
620 |
+
"support": 9868.0
|
621 |
+
},
|
622 |
+
"eval_accuracy": 0.8331287925274425,
|
623 |
+
"eval_loss": 0.6874521374702454,
|
624 |
+
"eval_macro avg": {
|
625 |
+
"f1-score": 0.7301367307252857,
|
626 |
+
"precision": 0.7311758041193401,
|
627 |
+
"recall": 0.7327594450015126,
|
628 |
+
"support": 29334.0
|
629 |
+
},
|
630 |
+
"eval_runtime": 1.4184,
|
631 |
+
"eval_samples_per_second": 56.401,
|
632 |
+
"eval_steps_per_second": 7.05,
|
633 |
+
"eval_weighted avg": {
|
634 |
+
"f1-score": 0.8291241905412626,
|
635 |
+
"precision": 0.8283101361138144,
|
636 |
+
"recall": 0.8331287925274425,
|
637 |
+
"support": 29334.0
|
638 |
+
},
|
639 |
+
"step": 410
|
640 |
+
},
|
641 |
+
{
|
642 |
+
"epoch": 11.0,
|
643 |
+
"eval_B-Claim": {
|
644 |
+
"f1-score": 0.539568345323741,
|
645 |
+
"precision": 0.5514705882352942,
|
646 |
+
"recall": 0.528169014084507,
|
647 |
+
"support": 284.0
|
648 |
+
},
|
649 |
+
"eval_B-MajorClaim": {
|
650 |
+
"f1-score": 0.7,
|
651 |
+
"precision": 0.7050359712230215,
|
652 |
+
"recall": 0.6950354609929078,
|
653 |
+
"support": 141.0
|
654 |
+
},
|
655 |
+
"eval_B-Premise": {
|
656 |
+
"f1-score": 0.7853820598006644,
|
657 |
+
"precision": 0.7415307402760352,
|
658 |
+
"recall": 0.8347457627118644,
|
659 |
+
"support": 708.0
|
660 |
+
},
|
661 |
+
"eval_I-Claim": {
|
662 |
+
"f1-score": 0.5730817610062893,
|
663 |
+
"precision": 0.5881745416989413,
|
664 |
+
"recall": 0.5587441746382144,
|
665 |
+
"support": 4077.0
|
666 |
+
},
|
667 |
+
"eval_I-MajorClaim": {
|
668 |
+
"f1-score": 0.7655137334689724,
|
669 |
+
"precision": 0.7887840670859538,
|
670 |
+
"recall": 0.7435770750988142,
|
671 |
+
"support": 2024.0
|
672 |
+
},
|
673 |
+
"eval_I-Premise": {
|
674 |
+
"f1-score": 0.8855510725841887,
|
675 |
+
"precision": 0.8658698539176627,
|
676 |
+
"recall": 0.9061478090255068,
|
677 |
+
"support": 12232.0
|
678 |
+
},
|
679 |
+
"eval_O": {
|
680 |
+
"f1-score": 0.9009890789202555,
|
681 |
+
"precision": 0.9162824811399832,
|
682 |
+
"recall": 0.8861978111066072,
|
683 |
+
"support": 9868.0
|
684 |
+
},
|
685 |
+
"eval_accuracy": 0.8335378741392241,
|
686 |
+
"eval_loss": 0.722274899482727,
|
687 |
+
"eval_macro avg": {
|
688 |
+
"f1-score": 0.7357265787291587,
|
689 |
+
"precision": 0.7367354633681273,
|
690 |
+
"recall": 0.7360881582369173,
|
691 |
+
"support": 29334.0
|
692 |
+
},
|
693 |
+
"eval_runtime": 1.4133,
|
694 |
+
"eval_samples_per_second": 56.605,
|
695 |
+
"eval_steps_per_second": 7.076,
|
696 |
+
"eval_weighted avg": {
|
697 |
+
"f1-score": 0.8323741390608008,
|
698 |
+
"precision": 0.8320963257113063,
|
699 |
+
"recall": 0.8335378741392241,
|
700 |
+
"support": 29334.0
|
701 |
+
},
|
702 |
+
"step": 451
|
703 |
+
},
|
704 |
+
{
|
705 |
+
"epoch": 12.0,
|
706 |
+
"eval_B-Claim": {
|
707 |
+
"f1-score": 0.5542168674698795,
|
708 |
+
"precision": 0.4842105263157895,
|
709 |
+
"recall": 0.647887323943662,
|
710 |
+
"support": 284.0
|
711 |
+
},
|
712 |
+
"eval_B-MajorClaim": {
|
713 |
+
"f1-score": 0.6983050847457627,
|
714 |
+
"precision": 0.6688311688311688,
|
715 |
+
"recall": 0.7304964539007093,
|
716 |
+
"support": 141.0
|
717 |
+
},
|
718 |
+
"eval_B-Premise": {
|
719 |
+
"f1-score": 0.7742837176799442,
|
720 |
+
"precision": 0.7662517289073306,
|
721 |
+
"recall": 0.7824858757062146,
|
722 |
+
"support": 708.0
|
723 |
+
},
|
724 |
+
"eval_I-Claim": {
|
725 |
+
"f1-score": 0.5857796629088069,
|
726 |
+
"precision": 0.5374846374436706,
|
727 |
+
"recall": 0.6436104979151337,
|
728 |
+
"support": 4077.0
|
729 |
+
},
|
730 |
+
"eval_I-MajorClaim": {
|
731 |
+
"f1-score": 0.7506209637357178,
|
732 |
+
"precision": 0.7547452547452548,
|
733 |
+
"recall": 0.7465415019762845,
|
734 |
+
"support": 2024.0
|
735 |
+
},
|
736 |
+
"eval_I-Premise": {
|
737 |
+
"f1-score": 0.8754445455297329,
|
738 |
+
"precision": 0.8857740585774059,
|
739 |
+
"recall": 0.8653531720078482,
|
740 |
+
"support": 12232.0
|
741 |
+
},
|
742 |
+
"eval_O": {
|
743 |
+
"f1-score": 0.8975982418502434,
|
744 |
+
"precision": 0.9279454722492697,
|
745 |
+
"recall": 0.8691730847182814,
|
746 |
+
"support": 9868.0
|
747 |
+
},
|
748 |
+
"eval_accuracy": 0.8228676620985886,
|
749 |
+
"eval_loss": 0.7228854298591614,
|
750 |
+
"eval_macro avg": {
|
751 |
+
"f1-score": 0.7337498691314411,
|
752 |
+
"precision": 0.7178918352956986,
|
753 |
+
"recall": 0.755078272881162,
|
754 |
+
"support": 29334.0
|
755 |
+
},
|
756 |
+
"eval_runtime": 1.4154,
|
757 |
+
"eval_samples_per_second": 56.521,
|
758 |
+
"eval_steps_per_second": 7.065,
|
759 |
+
"eval_weighted avg": {
|
760 |
+
"f1-score": 0.8276221833778615,
|
761 |
+
"precision": 0.8346973026345582,
|
762 |
+
"recall": 0.8228676620985886,
|
763 |
+
"support": 29334.0
|
764 |
+
},
|
765 |
+
"step": 492
|
766 |
+
},
|
767 |
+
{
|
768 |
+
"epoch": 12.2,
|
769 |
+
"learning_rate": 4.75609756097561e-06,
|
770 |
+
"loss": 0.3184,
|
771 |
+
"step": 500
|
772 |
+
},
|
773 |
+
{
|
774 |
+
"epoch": 13.0,
|
775 |
+
"eval_B-Claim": {
|
776 |
+
"f1-score": 0.5582191780821917,
|
777 |
+
"precision": 0.5433333333333333,
|
778 |
+
"recall": 0.573943661971831,
|
779 |
+
"support": 284.0
|
780 |
+
},
|
781 |
+
"eval_B-MajorClaim": {
|
782 |
+
"f1-score": 0.7194244604316545,
|
783 |
+
"precision": 0.7299270072992701,
|
784 |
+
"recall": 0.7092198581560284,
|
785 |
+
"support": 141.0
|
786 |
+
},
|
787 |
+
"eval_B-Premise": {
|
788 |
+
"f1-score": 0.784366576819407,
|
789 |
+
"precision": 0.75,
|
790 |
+
"recall": 0.8220338983050848,
|
791 |
+
"support": 708.0
|
792 |
+
},
|
793 |
+
"eval_I-Claim": {
|
794 |
+
"f1-score": 0.577593563330489,
|
795 |
+
"precision": 0.5741638390693166,
|
796 |
+
"recall": 0.5810645082168261,
|
797 |
+
"support": 4077.0
|
798 |
+
},
|
799 |
+
"eval_I-MajorClaim": {
|
800 |
+
"f1-score": 0.7581699346405228,
|
801 |
+
"precision": 0.8051082731815657,
|
802 |
+
"recall": 0.7164031620553359,
|
803 |
+
"support": 2024.0
|
804 |
+
},
|
805 |
+
"eval_I-Premise": {
|
806 |
+
"f1-score": 0.8835273197542839,
|
807 |
+
"precision": 0.873641304347826,
|
808 |
+
"recall": 0.8936396337475474,
|
809 |
+
"support": 12232.0
|
810 |
+
},
|
811 |
+
"eval_O": {
|
812 |
+
"f1-score": 0.8996419437340154,
|
813 |
+
"precision": 0.9082834125180748,
|
814 |
+
"recall": 0.8911633563032023,
|
815 |
+
"support": 9868.0
|
816 |
+
},
|
817 |
+
"eval_accuracy": 0.8314242858116861,
|
818 |
+
"eval_loss": 0.7460470795631409,
|
819 |
+
"eval_macro avg": {
|
820 |
+
"f1-score": 0.7401347109703663,
|
821 |
+
"precision": 0.7406367385356267,
|
822 |
+
"recall": 0.7410668683936937,
|
823 |
+
"support": 29334.0
|
824 |
+
},
|
825 |
+
"eval_runtime": 1.4168,
|
826 |
+
"eval_samples_per_second": 56.464,
|
827 |
+
"eval_steps_per_second": 7.058,
|
828 |
+
"eval_weighted avg": {
|
829 |
+
"f1-score": 0.8314468675699472,
|
830 |
+
"precision": 0.8320703838894091,
|
831 |
+
"recall": 0.8314242858116861,
|
832 |
+
"support": 29334.0
|
833 |
+
},
|
834 |
+
"step": 533
|
835 |
+
},
|
836 |
+
{
|
837 |
+
"epoch": 14.0,
|
838 |
+
"eval_B-Claim": {
|
839 |
+
"f1-score": 0.5551839464882944,
|
840 |
+
"precision": 0.5286624203821656,
|
841 |
+
"recall": 0.5845070422535211,
|
842 |
+
"support": 284.0
|
843 |
+
},
|
844 |
+
"eval_B-MajorClaim": {
|
845 |
+
"f1-score": 0.7038327526132405,
|
846 |
+
"precision": 0.6917808219178082,
|
847 |
+
"recall": 0.7163120567375887,
|
848 |
+
"support": 141.0
|
849 |
+
},
|
850 |
+
"eval_B-Premise": {
|
851 |
+
"f1-score": 0.7854251012145749,
|
852 |
+
"precision": 0.751937984496124,
|
853 |
+
"recall": 0.8220338983050848,
|
854 |
+
"support": 708.0
|
855 |
+
},
|
856 |
+
"eval_I-Claim": {
|
857 |
+
"f1-score": 0.5741286205203731,
|
858 |
+
"precision": 0.5745517071972488,
|
859 |
+
"recall": 0.5737061564876135,
|
860 |
+
"support": 4077.0
|
861 |
+
},
|
862 |
+
"eval_I-MajorClaim": {
|
863 |
+
"f1-score": 0.7577986304844027,
|
864 |
+
"precision": 0.7785304846274101,
|
865 |
+
"recall": 0.7381422924901185,
|
866 |
+
"support": 2024.0
|
867 |
+
},
|
868 |
+
"eval_I-Premise": {
|
869 |
+
"f1-score": 0.8831628955632499,
|
870 |
+
"precision": 0.8700618752974774,
|
871 |
+
"recall": 0.8966644865925442,
|
872 |
+
"support": 12232.0
|
873 |
+
},
|
874 |
+
"eval_O": {
|
875 |
+
"f1-score": 0.8997522196985339,
|
876 |
+
"precision": 0.9169823232323232,
|
877 |
+
"recall": 0.8831576813944062,
|
878 |
+
"support": 9868.0
|
879 |
+
},
|
880 |
+
"eval_accuracy": 0.830606122588123,
|
881 |
+
"eval_loss": 0.7718554735183716,
|
882 |
+
"eval_macro avg": {
|
883 |
+
"f1-score": 0.7370405952260956,
|
884 |
+
"precision": 0.7303582310215082,
|
885 |
+
"recall": 0.7449319448944111,
|
886 |
+
"support": 29334.0
|
887 |
+
},
|
888 |
+
"eval_runtime": 1.4183,
|
889 |
+
"eval_samples_per_second": 56.405,
|
890 |
+
"eval_steps_per_second": 7.051,
|
891 |
+
"eval_weighted avg": {
|
892 |
+
"f1-score": 0.8307460246491396,
|
893 |
+
"precision": 0.8314455836819585,
|
894 |
+
"recall": 0.830606122588123,
|
895 |
+
"support": 29334.0
|
896 |
+
},
|
897 |
+
"step": 574
|
898 |
+
},
|
899 |
+
{
|
900 |
+
"epoch": 15.0,
|
901 |
+
"eval_B-Claim": {
|
902 |
+
"f1-score": 0.564935064935065,
|
903 |
+
"precision": 0.5240963855421686,
|
904 |
+
"recall": 0.6126760563380281,
|
905 |
+
"support": 284.0
|
906 |
+
},
|
907 |
+
"eval_B-MajorClaim": {
|
908 |
+
"f1-score": 0.7062937062937064,
|
909 |
+
"precision": 0.696551724137931,
|
910 |
+
"recall": 0.7163120567375887,
|
911 |
+
"support": 141.0
|
912 |
+
},
|
913 |
+
"eval_B-Premise": {
|
914 |
+
"f1-score": 0.7829036635006784,
|
915 |
+
"precision": 0.7532637075718016,
|
916 |
+
"recall": 0.8149717514124294,
|
917 |
+
"support": 708.0
|
918 |
+
},
|
919 |
+
"eval_I-Claim": {
|
920 |
+
"f1-score": 0.583969465648855,
|
921 |
+
"precision": 0.5683770605990248,
|
922 |
+
"recall": 0.6004415011037527,
|
923 |
+
"support": 4077.0
|
924 |
+
},
|
925 |
+
"eval_I-MajorClaim": {
|
926 |
+
"f1-score": 0.7649605296664119,
|
927 |
+
"precision": 0.789280084077772,
|
928 |
+
"recall": 0.7420948616600791,
|
929 |
+
"support": 2024.0
|
930 |
+
},
|
931 |
+
"eval_I-Premise": {
|
932 |
+
"f1-score": 0.8827731774638741,
|
933 |
+
"precision": 0.8766526926797807,
|
934 |
+
"recall": 0.8889797253106606,
|
935 |
+
"support": 12232.0
|
936 |
+
},
|
937 |
+
"eval_O": {
|
938 |
+
"f1-score": 0.8997673817523908,
|
939 |
+
"precision": 0.9183285849952516,
|
940 |
+
"recall": 0.8819416295095257,
|
941 |
+
"support": 9868.0
|
942 |
+
},
|
943 |
+
"eval_accuracy": 0.8310833844685348,
|
944 |
+
"eval_loss": 0.773708164691925,
|
945 |
+
"eval_macro avg": {
|
946 |
+
"f1-score": 0.7408004270372831,
|
947 |
+
"precision": 0.7323643199433901,
|
948 |
+
"recall": 0.7510596545817235,
|
949 |
+
"support": 29334.0
|
950 |
+
},
|
951 |
+
"eval_runtime": 1.4104,
|
952 |
+
"eval_samples_per_second": 56.722,
|
953 |
+
"eval_steps_per_second": 7.09,
|
954 |
+
"eval_weighted avg": {
|
955 |
+
"f1-score": 0.8324958893486518,
|
956 |
+
"precision": 0.8345410190013676,
|
957 |
+
"recall": 0.8310833844685348,
|
958 |
+
"support": 29334.0
|
959 |
+
},
|
960 |
+
"step": 615
|
961 |
+
}
|
962 |
+
],
|
963 |
+
"logging_steps": 500,
|
964 |
+
"max_steps": 656,
|
965 |
+
"num_input_tokens_seen": 0,
|
966 |
+
"num_train_epochs": 16,
|
967 |
+
"save_steps": 500,
|
968 |
+
"total_flos": 2156862190770000.0,
|
969 |
+
"train_batch_size": 8,
|
970 |
+
"trial_name": null,
|
971 |
+
"trial_params": null
|
972 |
+
}
|
checkpoint-615/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:82ac531ece3e5264f5a6be71a649db6a14a73aa49f10c8ea8f08c0485ea3ffcc
|
3 |
+
size 4664
|
checkpoint-615/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|