Commit
•
16616ca
1
Parent(s):
ee1541e
Training in progress, epoch 18, checkpoint
Browse files- checkpoint-1458/config.json +61 -0
- checkpoint-1458/merges.txt +0 -0
- checkpoint-1458/model.safetensors +3 -0
- checkpoint-1458/optimizer.pt +3 -0
- checkpoint-1458/rng_state.pth +3 -0
- checkpoint-1458/scheduler.pt +3 -0
- checkpoint-1458/special_tokens_map.json +15 -0
- checkpoint-1458/tokenizer.json +0 -0
- checkpoint-1458/tokenizer_config.json +57 -0
- checkpoint-1458/trainer_state.json +1169 -0
- checkpoint-1458/training_args.bin +3 -0
- checkpoint-1458/vocab.json +0 -0
checkpoint-1458/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": "4.38.2",
|
| 59 |
+
"type_vocab_size": 1,
|
| 60 |
+
"vocab_size": 50265
|
| 61 |
+
}
|
checkpoint-1458/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-1458/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:91950822c97ed2a83d19b81db909b5e2403b3386860805ee666dd73c8aa44a65
|
| 3 |
+
size 592330980
|
checkpoint-1458/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:52ef1062c120cbba0b08096708bab31d20cf8f90f40b7916de4c23cf77b87e11
|
| 3 |
+
size 1014670074
|
checkpoint-1458/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:397d9f0c9659b8c458bbd5c411c44f792c5953742b278f71c3b66563b141c2b2
|
| 3 |
+
size 14244
|
checkpoint-1458/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9c2ff615a6af1ad0d1607d95fdc3aeef60864055bd7ba7d55d4679b45f2c18a7
|
| 3 |
+
size 1064
|
checkpoint-1458/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-1458/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-1458/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-1458/trainer_state.json
ADDED
|
@@ -0,0 +1,1169 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 18.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 1458,
|
| 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": 0.32421052631578945,
|
| 15 |
+
"precision": 0.42777777777777776,
|
| 16 |
+
"recall": 0.26101694915254237,
|
| 17 |
+
"support": 295.0
|
| 18 |
+
},
|
| 19 |
+
"eval_B-MajorClaim": {
|
| 20 |
+
"f1-score": 0.192090395480226,
|
| 21 |
+
"precision": 0.8095238095238095,
|
| 22 |
+
"recall": 0.10897435897435898,
|
| 23 |
+
"support": 156.0
|
| 24 |
+
},
|
| 25 |
+
"eval_B-Premise": {
|
| 26 |
+
"f1-score": 0.8566265060240965,
|
| 27 |
+
"precision": 0.7620578778135049,
|
| 28 |
+
"recall": 0.9779917469050894,
|
| 29 |
+
"support": 727.0
|
| 30 |
+
},
|
| 31 |
+
"eval_I-Claim": {
|
| 32 |
+
"f1-score": 0.5001390820584144,
|
| 33 |
+
"precision": 0.5900886117492615,
|
| 34 |
+
"recall": 0.43398503499879315,
|
| 35 |
+
"support": 4143.0
|
| 36 |
+
},
|
| 37 |
+
"eval_I-MajorClaim": {
|
| 38 |
+
"f1-score": 0.776470588235294,
|
| 39 |
+
"precision": 0.6649333766655834,
|
| 40 |
+
"recall": 0.93296853625171,
|
| 41 |
+
"support": 2193.0
|
| 42 |
+
},
|
| 43 |
+
"eval_I-Premise": {
|
| 44 |
+
"f1-score": 0.8861458374413376,
|
| 45 |
+
"precision": 0.8781460059402845,
|
| 46 |
+
"recall": 0.8942927644670858,
|
| 47 |
+
"support": 12563.0
|
| 48 |
+
},
|
| 49 |
+
"eval_O": {
|
| 50 |
+
"f1-score": 0.9987647926046939,
|
| 51 |
+
"precision": 0.9977708781147998,
|
| 52 |
+
"recall": 0.9997606892150607,
|
| 53 |
+
"support": 12536.0
|
| 54 |
+
},
|
| 55 |
+
"eval_accuracy": 0.8713396498328887,
|
| 56 |
+
"eval_loss": 0.3092103600502014,
|
| 57 |
+
"eval_macro avg": {
|
| 58 |
+
"f1-score": 0.647778246879979,
|
| 59 |
+
"precision": 0.732899762512146,
|
| 60 |
+
"recall": 0.6584271542806628,
|
| 61 |
+
"support": 32613.0
|
| 62 |
+
},
|
| 63 |
+
"eval_runtime": 4.965,
|
| 64 |
+
"eval_samples_per_second": 16.314,
|
| 65 |
+
"eval_steps_per_second": 2.215,
|
| 66 |
+
"eval_weighted avg": {
|
| 67 |
+
"f1-score": 0.8639627599323451,
|
| 68 |
+
"precision": 0.8662078389010613,
|
| 69 |
+
"recall": 0.8713396498328887,
|
| 70 |
+
"support": 32613.0
|
| 71 |
+
},
|
| 72 |
+
"step": 81
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 2.0,
|
| 76 |
+
"eval_B-Claim": {
|
| 77 |
+
"f1-score": 0.6186291739894552,
|
| 78 |
+
"precision": 0.6423357664233577,
|
| 79 |
+
"recall": 0.5966101694915255,
|
| 80 |
+
"support": 295.0
|
| 81 |
+
},
|
| 82 |
+
"eval_B-MajorClaim": {
|
| 83 |
+
"f1-score": 0.8113879003558718,
|
| 84 |
+
"precision": 0.912,
|
| 85 |
+
"recall": 0.7307692307692307,
|
| 86 |
+
"support": 156.0
|
| 87 |
+
},
|
| 88 |
+
"eval_B-Premise": {
|
| 89 |
+
"f1-score": 0.8871181938911022,
|
| 90 |
+
"precision": 0.8575096277278562,
|
| 91 |
+
"recall": 0.9188445667125172,
|
| 92 |
+
"support": 727.0
|
| 93 |
+
},
|
| 94 |
+
"eval_I-Claim": {
|
| 95 |
+
"f1-score": 0.656253149249219,
|
| 96 |
+
"precision": 0.5633217993079584,
|
| 97 |
+
"recall": 0.7859039343470915,
|
| 98 |
+
"support": 4143.0
|
| 99 |
+
},
|
| 100 |
+
"eval_I-MajorClaim": {
|
| 101 |
+
"f1-score": 0.8368159203980099,
|
| 102 |
+
"precision": 0.9206349206349206,
|
| 103 |
+
"recall": 0.7669858641130871,
|
| 104 |
+
"support": 2193.0
|
| 105 |
+
},
|
| 106 |
+
"eval_I-Premise": {
|
| 107 |
+
"f1-score": 0.8831027253668763,
|
| 108 |
+
"precision": 0.933020288827855,
|
| 109 |
+
"recall": 0.8382551938231314,
|
| 110 |
+
"support": 12563.0
|
| 111 |
+
},
|
| 112 |
+
"eval_O": {
|
| 113 |
+
"f1-score": 0.9998006141085457,
|
| 114 |
+
"precision": 0.9996013077107089,
|
| 115 |
+
"recall": 1.0,
|
| 116 |
+
"support": 12536.0
|
| 117 |
+
},
|
| 118 |
+
"eval_accuracy": 0.8880814399165977,
|
| 119 |
+
"eval_loss": 0.2581149935722351,
|
| 120 |
+
"eval_macro avg": {
|
| 121 |
+
"f1-score": 0.8133010967655829,
|
| 122 |
+
"precision": 0.8326319586618081,
|
| 123 |
+
"recall": 0.8053384227509405,
|
| 124 |
+
"support": 32613.0
|
| 125 |
+
},
|
| 126 |
+
"eval_runtime": 5.0296,
|
| 127 |
+
"eval_samples_per_second": 16.105,
|
| 128 |
+
"eval_steps_per_second": 2.187,
|
| 129 |
+
"eval_weighted avg": {
|
| 130 |
+
"f1-score": 0.8933836566327042,
|
| 131 |
+
"precision": 0.9064023864086126,
|
| 132 |
+
"recall": 0.8880814399165977,
|
| 133 |
+
"support": 32613.0
|
| 134 |
+
},
|
| 135 |
+
"step": 162
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 3.0,
|
| 139 |
+
"eval_B-Claim": {
|
| 140 |
+
"f1-score": 0.6576271186440678,
|
| 141 |
+
"precision": 0.6576271186440678,
|
| 142 |
+
"recall": 0.6576271186440678,
|
| 143 |
+
"support": 295.0
|
| 144 |
+
},
|
| 145 |
+
"eval_B-MajorClaim": {
|
| 146 |
+
"f1-score": 0.8673139158576051,
|
| 147 |
+
"precision": 0.8758169934640523,
|
| 148 |
+
"recall": 0.8589743589743589,
|
| 149 |
+
"support": 156.0
|
| 150 |
+
},
|
| 151 |
+
"eval_B-Premise": {
|
| 152 |
+
"f1-score": 0.8838487972508591,
|
| 153 |
+
"precision": 0.8832417582417582,
|
| 154 |
+
"recall": 0.8844566712517193,
|
| 155 |
+
"support": 727.0
|
| 156 |
+
},
|
| 157 |
+
"eval_I-Claim": {
|
| 158 |
+
"f1-score": 0.6468460321049062,
|
| 159 |
+
"precision": 0.6083351052519669,
|
| 160 |
+
"recall": 0.6905623944001931,
|
| 161 |
+
"support": 4143.0
|
| 162 |
+
},
|
| 163 |
+
"eval_I-MajorClaim": {
|
| 164 |
+
"f1-score": 0.8695855771482088,
|
| 165 |
+
"precision": 0.8936477382098171,
|
| 166 |
+
"recall": 0.8467852257181943,
|
| 167 |
+
"support": 2193.0
|
| 168 |
+
},
|
| 169 |
+
"eval_I-Premise": {
|
| 170 |
+
"f1-score": 0.8926256077795786,
|
| 171 |
+
"precision": 0.9090533960551291,
|
| 172 |
+
"recall": 0.8767810236408501,
|
| 173 |
+
"support": 12563.0
|
| 174 |
+
},
|
| 175 |
+
"eval_O": {
|
| 176 |
+
"f1-score": 0.9998803589232302,
|
| 177 |
+
"precision": 0.9997607464710104,
|
| 178 |
+
"recall": 1.0,
|
| 179 |
+
"support": 12536.0
|
| 180 |
+
},
|
| 181 |
+
"eval_accuracy": 0.8965749854352559,
|
| 182 |
+
"eval_loss": 0.2399493306875229,
|
| 183 |
+
"eval_macro avg": {
|
| 184 |
+
"f1-score": 0.8311039153869222,
|
| 185 |
+
"precision": 0.8324975509054003,
|
| 186 |
+
"recall": 0.8307409703756262,
|
| 187 |
+
"support": 32613.0
|
| 188 |
+
},
|
| 189 |
+
"eval_runtime": 5.0024,
|
| 190 |
+
"eval_samples_per_second": 16.192,
|
| 191 |
+
"eval_steps_per_second": 2.199,
|
| 192 |
+
"eval_weighted avg": {
|
| 193 |
+
"f1-score": 0.8986385496019461,
|
| 194 |
+
"precision": 0.9016737059631544,
|
| 195 |
+
"recall": 0.8965749854352559,
|
| 196 |
+
"support": 32613.0
|
| 197 |
+
},
|
| 198 |
+
"step": 243
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"epoch": 4.0,
|
| 202 |
+
"eval_B-Claim": {
|
| 203 |
+
"f1-score": 0.6106346483704975,
|
| 204 |
+
"precision": 0.6180555555555556,
|
| 205 |
+
"recall": 0.6033898305084746,
|
| 206 |
+
"support": 295.0
|
| 207 |
+
},
|
| 208 |
+
"eval_B-MajorClaim": {
|
| 209 |
+
"f1-score": 0.8498583569405098,
|
| 210 |
+
"precision": 0.7614213197969543,
|
| 211 |
+
"recall": 0.9615384615384616,
|
| 212 |
+
"support": 156.0
|
| 213 |
+
},
|
| 214 |
+
"eval_B-Premise": {
|
| 215 |
+
"f1-score": 0.8746478873239436,
|
| 216 |
+
"precision": 0.8961038961038961,
|
| 217 |
+
"recall": 0.8541953232462174,
|
| 218 |
+
"support": 727.0
|
| 219 |
+
},
|
| 220 |
+
"eval_I-Claim": {
|
| 221 |
+
"f1-score": 0.5964912280701754,
|
| 222 |
+
"precision": 0.6109845608706657,
|
| 223 |
+
"recall": 0.5826695631185131,
|
| 224 |
+
"support": 4143.0
|
| 225 |
+
},
|
| 226 |
+
"eval_I-MajorClaim": {
|
| 227 |
+
"f1-score": 0.8631961259079903,
|
| 228 |
+
"precision": 0.7741585233441911,
|
| 229 |
+
"recall": 0.9753761969904241,
|
| 230 |
+
"support": 2193.0
|
| 231 |
+
},
|
| 232 |
+
"eval_I-Premise": {
|
| 233 |
+
"f1-score": 0.8933694290678411,
|
| 234 |
+
"precision": 0.9071885770556376,
|
| 235 |
+
"recall": 0.8799649765183475,
|
| 236 |
+
"support": 12563.0
|
| 237 |
+
},
|
| 238 |
+
"eval_O": {
|
| 239 |
+
"f1-score": 0.9999601132782897,
|
| 240 |
+
"precision": 1.0,
|
| 241 |
+
"recall": 0.9999202297383536,
|
| 242 |
+
"support": 12536.0
|
| 243 |
+
},
|
| 244 |
+
"eval_accuracy": 0.8920369177935179,
|
| 245 |
+
"eval_loss": 0.2815629839897156,
|
| 246 |
+
"eval_macro avg": {
|
| 247 |
+
"f1-score": 0.8125939698513209,
|
| 248 |
+
"precision": 0.7954160618181286,
|
| 249 |
+
"recall": 0.8367220830941131,
|
| 250 |
+
"support": 32613.0
|
| 251 |
+
},
|
| 252 |
+
"eval_runtime": 4.9474,
|
| 253 |
+
"eval_samples_per_second": 16.372,
|
| 254 |
+
"eval_steps_per_second": 2.223,
|
| 255 |
+
"eval_weighted avg": {
|
| 256 |
+
"f1-score": 0.8914155863760895,
|
| 257 |
+
"precision": 0.892730641712682,
|
| 258 |
+
"recall": 0.8920369177935179,
|
| 259 |
+
"support": 32613.0
|
| 260 |
+
},
|
| 261 |
+
"step": 324
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 5.0,
|
| 265 |
+
"eval_B-Claim": {
|
| 266 |
+
"f1-score": 0.6796116504854369,
|
| 267 |
+
"precision": 0.6501547987616099,
|
| 268 |
+
"recall": 0.711864406779661,
|
| 269 |
+
"support": 295.0
|
| 270 |
+
},
|
| 271 |
+
"eval_B-MajorClaim": {
|
| 272 |
+
"f1-score": 0.8746177370030581,
|
| 273 |
+
"precision": 0.8362573099415205,
|
| 274 |
+
"recall": 0.9166666666666666,
|
| 275 |
+
"support": 156.0
|
| 276 |
+
},
|
| 277 |
+
"eval_B-Premise": {
|
| 278 |
+
"f1-score": 0.8836879432624114,
|
| 279 |
+
"precision": 0.9121522693997072,
|
| 280 |
+
"recall": 0.8569463548830811,
|
| 281 |
+
"support": 727.0
|
| 282 |
+
},
|
| 283 |
+
"eval_I-Claim": {
|
| 284 |
+
"f1-score": 0.6557152635181382,
|
| 285 |
+
"precision": 0.6216742375081116,
|
| 286 |
+
"recall": 0.6937002172338885,
|
| 287 |
+
"support": 4143.0
|
| 288 |
+
},
|
| 289 |
+
"eval_I-MajorClaim": {
|
| 290 |
+
"f1-score": 0.8859746610357857,
|
| 291 |
+
"precision": 0.8642671292281006,
|
| 292 |
+
"recall": 0.9088007295941632,
|
| 293 |
+
"support": 2193.0
|
| 294 |
+
},
|
| 295 |
+
"eval_I-Premise": {
|
| 296 |
+
"f1-score": 0.8956745077255495,
|
| 297 |
+
"precision": 0.9180177168644492,
|
| 298 |
+
"recall": 0.874393058982727,
|
| 299 |
+
"support": 12563.0
|
| 300 |
+
},
|
| 301 |
+
"eval_O": {
|
| 302 |
+
"f1-score": 0.9998006141085457,
|
| 303 |
+
"precision": 0.9996013077107089,
|
| 304 |
+
"recall": 1.0,
|
| 305 |
+
"support": 12536.0
|
| 306 |
+
},
|
| 307 |
+
"eval_accuracy": 0.9003771502161715,
|
| 308 |
+
"eval_loss": 0.2959797978401184,
|
| 309 |
+
"eval_macro avg": {
|
| 310 |
+
"f1-score": 0.839297482448418,
|
| 311 |
+
"precision": 0.8288749670591724,
|
| 312 |
+
"recall": 0.8517673477343124,
|
| 313 |
+
"support": 32613.0
|
| 314 |
+
},
|
| 315 |
+
"eval_runtime": 4.9768,
|
| 316 |
+
"eval_samples_per_second": 16.275,
|
| 317 |
+
"eval_steps_per_second": 2.21,
|
| 318 |
+
"eval_weighted avg": {
|
| 319 |
+
"f1-score": 0.9022413468876027,
|
| 320 |
+
"precision": 0.9051721478141229,
|
| 321 |
+
"recall": 0.9003771502161715,
|
| 322 |
+
"support": 32613.0
|
| 323 |
+
},
|
| 324 |
+
"step": 405
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"epoch": 6.0,
|
| 328 |
+
"eval_B-Claim": {
|
| 329 |
+
"f1-score": 0.6655518394648828,
|
| 330 |
+
"precision": 0.6567656765676567,
|
| 331 |
+
"recall": 0.6745762711864407,
|
| 332 |
+
"support": 295.0
|
| 333 |
+
},
|
| 334 |
+
"eval_B-MajorClaim": {
|
| 335 |
+
"f1-score": 0.8807339449541285,
|
| 336 |
+
"precision": 0.8421052631578947,
|
| 337 |
+
"recall": 0.9230769230769231,
|
| 338 |
+
"support": 156.0
|
| 339 |
+
},
|
| 340 |
+
"eval_B-Premise": {
|
| 341 |
+
"f1-score": 0.8812849162011174,
|
| 342 |
+
"precision": 0.8950354609929078,
|
| 343 |
+
"recall": 0.8679504814305364,
|
| 344 |
+
"support": 727.0
|
| 345 |
+
},
|
| 346 |
+
"eval_I-Claim": {
|
| 347 |
+
"f1-score": 0.634203994799669,
|
| 348 |
+
"precision": 0.6213524779990737,
|
| 349 |
+
"recall": 0.647598358677287,
|
| 350 |
+
"support": 4143.0
|
| 351 |
+
},
|
| 352 |
+
"eval_I-MajorClaim": {
|
| 353 |
+
"f1-score": 0.8926454445664106,
|
| 354 |
+
"precision": 0.8607112616426758,
|
| 355 |
+
"recall": 0.9270405836753306,
|
| 356 |
+
"support": 2193.0
|
| 357 |
+
},
|
| 358 |
+
"eval_I-Premise": {
|
| 359 |
+
"f1-score": 0.8911586596689544,
|
| 360 |
+
"precision": 0.9041533546325878,
|
| 361 |
+
"recall": 0.8785321977234737,
|
| 362 |
+
"support": 12563.0
|
| 363 |
+
},
|
| 364 |
+
"eval_O": {
|
| 365 |
+
"f1-score": 0.9995614559661922,
|
| 366 |
+
"precision": 0.9991232964055152,
|
| 367 |
+
"recall": 1.0,
|
| 368 |
+
"support": 12536.0
|
| 369 |
+
},
|
| 370 |
+
"eval_accuracy": 0.8972802256768774,
|
| 371 |
+
"eval_loss": 0.33718833327293396,
|
| 372 |
+
"eval_macro avg": {
|
| 373 |
+
"f1-score": 0.8350200365173363,
|
| 374 |
+
"precision": 0.8256066844854731,
|
| 375 |
+
"recall": 0.8455392593957132,
|
| 376 |
+
"support": 32613.0
|
| 377 |
+
},
|
| 378 |
+
"eval_runtime": 4.9878,
|
| 379 |
+
"eval_samples_per_second": 16.24,
|
| 380 |
+
"eval_steps_per_second": 2.205,
|
| 381 |
+
"eval_weighted avg": {
|
| 382 |
+
"f1-score": 0.8979742337698349,
|
| 383 |
+
"precision": 0.8990738793396261,
|
| 384 |
+
"recall": 0.8972802256768774,
|
| 385 |
+
"support": 32613.0
|
| 386 |
+
},
|
| 387 |
+
"step": 486
|
| 388 |
+
},
|
| 389 |
+
{
|
| 390 |
+
"epoch": 6.17,
|
| 391 |
+
"grad_norm": 10.722956657409668,
|
| 392 |
+
"learning_rate": 1.7530864197530865e-05,
|
| 393 |
+
"loss": 0.2434,
|
| 394 |
+
"step": 500
|
| 395 |
+
},
|
| 396 |
+
{
|
| 397 |
+
"epoch": 7.0,
|
| 398 |
+
"eval_B-Claim": {
|
| 399 |
+
"f1-score": 0.6608695652173914,
|
| 400 |
+
"precision": 0.6785714285714286,
|
| 401 |
+
"recall": 0.6440677966101694,
|
| 402 |
+
"support": 295.0
|
| 403 |
+
},
|
| 404 |
+
"eval_B-MajorClaim": {
|
| 405 |
+
"f1-score": 0.875,
|
| 406 |
+
"precision": 0.8536585365853658,
|
| 407 |
+
"recall": 0.8974358974358975,
|
| 408 |
+
"support": 156.0
|
| 409 |
+
},
|
| 410 |
+
"eval_B-Premise": {
|
| 411 |
+
"f1-score": 0.8905608755129958,
|
| 412 |
+
"precision": 0.8857142857142857,
|
| 413 |
+
"recall": 0.8954607977991746,
|
| 414 |
+
"support": 727.0
|
| 415 |
+
},
|
| 416 |
+
"eval_I-Claim": {
|
| 417 |
+
"f1-score": 0.6306948332909138,
|
| 418 |
+
"precision": 0.6670255720053836,
|
| 419 |
+
"recall": 0.5981173062997828,
|
| 420 |
+
"support": 4143.0
|
| 421 |
+
},
|
| 422 |
+
"eval_I-MajorClaim": {
|
| 423 |
+
"f1-score": 0.890302764370338,
|
| 424 |
+
"precision": 0.8579281183932347,
|
| 425 |
+
"recall": 0.9252165982672138,
|
| 426 |
+
"support": 2193.0
|
| 427 |
+
},
|
| 428 |
+
"eval_I-Premise": {
|
| 429 |
+
"f1-score": 0.9037468972853708,
|
| 430 |
+
"precision": 0.8947573724449992,
|
| 431 |
+
"recall": 0.9129188888004458,
|
| 432 |
+
"support": 12563.0
|
| 433 |
+
},
|
| 434 |
+
"eval_O": {
|
| 435 |
+
"f1-score": 1.0,
|
| 436 |
+
"precision": 1.0,
|
| 437 |
+
"recall": 1.0,
|
| 438 |
+
"support": 12536.0
|
| 439 |
+
},
|
| 440 |
+
"eval_accuracy": 0.9043326280930917,
|
| 441 |
+
"eval_loss": 0.43479764461517334,
|
| 442 |
+
"eval_macro avg": {
|
| 443 |
+
"f1-score": 0.8358821336681442,
|
| 444 |
+
"precision": 0.8339507591020997,
|
| 445 |
+
"recall": 0.8390310407446692,
|
| 446 |
+
"support": 32613.0
|
| 447 |
+
},
|
| 448 |
+
"eval_runtime": 4.9479,
|
| 449 |
+
"eval_samples_per_second": 16.371,
|
| 450 |
+
"eval_steps_per_second": 2.223,
|
| 451 |
+
"eval_weighted avg": {
|
| 452 |
+
"f1-score": 0.9025256555797259,
|
| 453 |
+
"precision": 0.9014510706568353,
|
| 454 |
+
"recall": 0.9043326280930917,
|
| 455 |
+
"support": 32613.0
|
| 456 |
+
},
|
| 457 |
+
"step": 567
|
| 458 |
+
},
|
| 459 |
+
{
|
| 460 |
+
"epoch": 8.0,
|
| 461 |
+
"eval_B-Claim": {
|
| 462 |
+
"f1-score": 0.6611295681063122,
|
| 463 |
+
"precision": 0.6482084690553745,
|
| 464 |
+
"recall": 0.6745762711864407,
|
| 465 |
+
"support": 295.0
|
| 466 |
+
},
|
| 467 |
+
"eval_B-MajorClaim": {
|
| 468 |
+
"f1-score": 0.8925081433224756,
|
| 469 |
+
"precision": 0.9072847682119205,
|
| 470 |
+
"recall": 0.8782051282051282,
|
| 471 |
+
"support": 156.0
|
| 472 |
+
},
|
| 473 |
+
"eval_B-Premise": {
|
| 474 |
+
"f1-score": 0.8810511756569848,
|
| 475 |
+
"precision": 0.885952712100139,
|
| 476 |
+
"recall": 0.8762035763411279,
|
| 477 |
+
"support": 727.0
|
| 478 |
+
},
|
| 479 |
+
"eval_I-Claim": {
|
| 480 |
+
"f1-score": 0.6376404494382022,
|
| 481 |
+
"precision": 0.6189502385821404,
|
| 482 |
+
"recall": 0.6574945691527878,
|
| 483 |
+
"support": 4143.0
|
| 484 |
+
},
|
| 485 |
+
"eval_I-MajorClaim": {
|
| 486 |
+
"f1-score": 0.8858131487889275,
|
| 487 |
+
"precision": 0.896358543417367,
|
| 488 |
+
"recall": 0.8755129958960328,
|
| 489 |
+
"support": 2193.0
|
| 490 |
+
},
|
| 491 |
+
"eval_I-Premise": {
|
| 492 |
+
"f1-score": 0.8946945982823662,
|
| 493 |
+
"precision": 0.9022258195062728,
|
| 494 |
+
"recall": 0.8872880681365916,
|
| 495 |
+
"support": 12563.0
|
| 496 |
+
},
|
| 497 |
+
"eval_O": {
|
| 498 |
+
"f1-score": 0.9999202361011406,
|
| 499 |
+
"precision": 0.9998404849258254,
|
| 500 |
+
"recall": 1.0,
|
| 501 |
+
"support": 12536.0
|
| 502 |
+
},
|
| 503 |
+
"eval_accuracy": 0.8984147425873118,
|
| 504 |
+
"eval_loss": 0.3937377631664276,
|
| 505 |
+
"eval_macro avg": {
|
| 506 |
+
"f1-score": 0.8361081885280585,
|
| 507 |
+
"precision": 0.836974433685577,
|
| 508 |
+
"recall": 0.8356115155597299,
|
| 509 |
+
"support": 32613.0
|
| 510 |
+
},
|
| 511 |
+
"eval_runtime": 5.0071,
|
| 512 |
+
"eval_samples_per_second": 16.177,
|
| 513 |
+
"eval_steps_per_second": 2.197,
|
| 514 |
+
"eval_weighted avg": {
|
| 515 |
+
"f1-score": 0.8994624730308206,
|
| 516 |
+
"precision": 0.9007308115646135,
|
| 517 |
+
"recall": 0.8984147425873118,
|
| 518 |
+
"support": 32613.0
|
| 519 |
+
},
|
| 520 |
+
"step": 648
|
| 521 |
+
},
|
| 522 |
+
{
|
| 523 |
+
"epoch": 9.0,
|
| 524 |
+
"eval_B-Claim": {
|
| 525 |
+
"f1-score": 0.6821192052980132,
|
| 526 |
+
"precision": 0.6666666666666666,
|
| 527 |
+
"recall": 0.6983050847457627,
|
| 528 |
+
"support": 295.0
|
| 529 |
+
},
|
| 530 |
+
"eval_B-MajorClaim": {
|
| 531 |
+
"f1-score": 0.8510638297872339,
|
| 532 |
+
"precision": 0.9523809523809523,
|
| 533 |
+
"recall": 0.7692307692307693,
|
| 534 |
+
"support": 156.0
|
| 535 |
+
},
|
| 536 |
+
"eval_B-Premise": {
|
| 537 |
+
"f1-score": 0.8959891230455472,
|
| 538 |
+
"precision": 0.885752688172043,
|
| 539 |
+
"recall": 0.90646492434663,
|
| 540 |
+
"support": 727.0
|
| 541 |
+
},
|
| 542 |
+
"eval_I-Claim": {
|
| 543 |
+
"f1-score": 0.6547967670141736,
|
| 544 |
+
"precision": 0.636094674556213,
|
| 545 |
+
"recall": 0.6746319092445088,
|
| 546 |
+
"support": 4143.0
|
| 547 |
+
},
|
| 548 |
+
"eval_I-MajorClaim": {
|
| 549 |
+
"f1-score": 0.8507386653082017,
|
| 550 |
+
"precision": 0.9636468551644547,
|
| 551 |
+
"recall": 0.7615139078887369,
|
| 552 |
+
"support": 2193.0
|
| 553 |
+
},
|
| 554 |
+
"eval_I-Premise": {
|
| 555 |
+
"f1-score": 0.9060476867203537,
|
| 556 |
+
"precision": 0.8987391338397682,
|
| 557 |
+
"recall": 0.9134760805540078,
|
| 558 |
+
"support": 12563.0
|
| 559 |
+
},
|
| 560 |
+
"eval_O": {
|
| 561 |
+
"f1-score": 0.9999202361011406,
|
| 562 |
+
"precision": 0.9998404849258254,
|
| 563 |
+
"recall": 1.0,
|
| 564 |
+
"support": 12536.0
|
| 565 |
+
},
|
| 566 |
+
"eval_accuracy": 0.9033820868978628,
|
| 567 |
+
"eval_loss": 0.4608707129955292,
|
| 568 |
+
"eval_macro avg": {
|
| 569 |
+
"f1-score": 0.8343822161820948,
|
| 570 |
+
"precision": 0.8575887793865605,
|
| 571 |
+
"recall": 0.8176603822872022,
|
| 572 |
+
"support": 32613.0
|
| 573 |
+
},
|
| 574 |
+
"eval_runtime": 4.9809,
|
| 575 |
+
"eval_samples_per_second": 16.262,
|
| 576 |
+
"eval_steps_per_second": 2.208,
|
| 577 |
+
"eval_weighted avg": {
|
| 578 |
+
"f1-score": 0.9039813964448579,
|
| 579 |
+
"precision": 0.9064685293306464,
|
| 580 |
+
"recall": 0.9033820868978628,
|
| 581 |
+
"support": 32613.0
|
| 582 |
+
},
|
| 583 |
+
"step": 729
|
| 584 |
+
},
|
| 585 |
+
{
|
| 586 |
+
"epoch": 10.0,
|
| 587 |
+
"eval_B-Claim": {
|
| 588 |
+
"f1-score": 0.6863354037267081,
|
| 589 |
+
"precision": 0.6332378223495702,
|
| 590 |
+
"recall": 0.7491525423728813,
|
| 591 |
+
"support": 295.0
|
| 592 |
+
},
|
| 593 |
+
"eval_B-MajorClaim": {
|
| 594 |
+
"f1-score": 0.8976897689768977,
|
| 595 |
+
"precision": 0.9251700680272109,
|
| 596 |
+
"recall": 0.8717948717948718,
|
| 597 |
+
"support": 156.0
|
| 598 |
+
},
|
| 599 |
+
"eval_B-Premise": {
|
| 600 |
+
"f1-score": 0.8780141843971632,
|
| 601 |
+
"precision": 0.9062957540263543,
|
| 602 |
+
"recall": 0.8514442916093535,
|
| 603 |
+
"support": 727.0
|
| 604 |
+
},
|
| 605 |
+
"eval_I-Claim": {
|
| 606 |
+
"f1-score": 0.6615143369175628,
|
| 607 |
+
"precision": 0.6171368861024034,
|
| 608 |
+
"recall": 0.7127685252232682,
|
| 609 |
+
"support": 4143.0
|
| 610 |
+
},
|
| 611 |
+
"eval_I-MajorClaim": {
|
| 612 |
+
"f1-score": 0.9019424292066465,
|
| 613 |
+
"precision": 0.9264423076923077,
|
| 614 |
+
"recall": 0.8787049703602371,
|
| 615 |
+
"support": 2193.0
|
| 616 |
+
},
|
| 617 |
+
"eval_I-Premise": {
|
| 618 |
+
"f1-score": 0.8934422897101273,
|
| 619 |
+
"precision": 0.9130796077779625,
|
| 620 |
+
"recall": 0.8746318554485394,
|
| 621 |
+
"support": 12563.0
|
| 622 |
+
},
|
| 623 |
+
"eval_O": {
|
| 624 |
+
"f1-score": 0.9999601132782897,
|
| 625 |
+
"precision": 1.0,
|
| 626 |
+
"recall": 0.9999202297383536,
|
| 627 |
+
"support": 12536.0
|
| 628 |
+
},
|
| 629 |
+
"eval_accuracy": 0.9008370895041854,
|
| 630 |
+
"eval_loss": 0.49426138401031494,
|
| 631 |
+
"eval_macro avg": {
|
| 632 |
+
"f1-score": 0.8455569323161993,
|
| 633 |
+
"precision": 0.8459089208536871,
|
| 634 |
+
"recall": 0.8483453266496436,
|
| 635 |
+
"support": 32613.0
|
| 636 |
+
},
|
| 637 |
+
"eval_runtime": 4.962,
|
| 638 |
+
"eval_samples_per_second": 16.324,
|
| 639 |
+
"eval_steps_per_second": 2.217,
|
| 640 |
+
"eval_weighted avg": {
|
| 641 |
+
"f1-score": 0.9032978864532892,
|
| 642 |
+
"precision": 0.9071693470023781,
|
| 643 |
+
"recall": 0.9008370895041854,
|
| 644 |
+
"support": 32613.0
|
| 645 |
+
},
|
| 646 |
+
"step": 810
|
| 647 |
+
},
|
| 648 |
+
{
|
| 649 |
+
"epoch": 11.0,
|
| 650 |
+
"eval_B-Claim": {
|
| 651 |
+
"f1-score": 0.6654991243432573,
|
| 652 |
+
"precision": 0.6884057971014492,
|
| 653 |
+
"recall": 0.6440677966101694,
|
| 654 |
+
"support": 295.0
|
| 655 |
+
},
|
| 656 |
+
"eval_B-MajorClaim": {
|
| 657 |
+
"f1-score": 0.8888888888888888,
|
| 658 |
+
"precision": 0.9361702127659575,
|
| 659 |
+
"recall": 0.8461538461538461,
|
| 660 |
+
"support": 156.0
|
| 661 |
+
},
|
| 662 |
+
"eval_B-Premise": {
|
| 663 |
+
"f1-score": 0.8911290322580646,
|
| 664 |
+
"precision": 0.871222076215506,
|
| 665 |
+
"recall": 0.9119669876203577,
|
| 666 |
+
"support": 727.0
|
| 667 |
+
},
|
| 668 |
+
"eval_I-Claim": {
|
| 669 |
+
"f1-score": 0.6376628304034401,
|
| 670 |
+
"precision": 0.6697662061636557,
|
| 671 |
+
"recall": 0.6084962587496983,
|
| 672 |
+
"support": 4143.0
|
| 673 |
+
},
|
| 674 |
+
"eval_I-MajorClaim": {
|
| 675 |
+
"f1-score": 0.8884068450228971,
|
| 676 |
+
"precision": 0.9422290388548057,
|
| 677 |
+
"recall": 0.8404012767897857,
|
| 678 |
+
"support": 2193.0
|
| 679 |
+
},
|
| 680 |
+
"eval_I-Premise": {
|
| 681 |
+
"f1-score": 0.904972804972805,
|
| 682 |
+
"precision": 0.8838885937618578,
|
| 683 |
+
"recall": 0.9270874791053092,
|
| 684 |
+
"support": 12563.0
|
| 685 |
+
},
|
| 686 |
+
"eval_O": {
|
| 687 |
+
"f1-score": 0.9999202361011406,
|
| 688 |
+
"precision": 0.9998404849258254,
|
| 689 |
+
"recall": 1.0,
|
| 690 |
+
"support": 12536.0
|
| 691 |
+
},
|
| 692 |
+
"eval_accuracy": 0.9055284702419281,
|
| 693 |
+
"eval_loss": 0.5303362607955933,
|
| 694 |
+
"eval_macro avg": {
|
| 695 |
+
"f1-score": 0.8394971088557848,
|
| 696 |
+
"precision": 0.8559317728270083,
|
| 697 |
+
"recall": 0.8254533778613096,
|
| 698 |
+
"support": 32613.0
|
| 699 |
+
},
|
| 700 |
+
"eval_runtime": 4.9749,
|
| 701 |
+
"eval_samples_per_second": 16.282,
|
| 702 |
+
"eval_steps_per_second": 2.211,
|
| 703 |
+
"eval_weighted avg": {
|
| 704 |
+
"f1-score": 0.9038459038093231,
|
| 705 |
+
"precision": 0.9033803424876604,
|
| 706 |
+
"recall": 0.9055284702419281,
|
| 707 |
+
"support": 32613.0
|
| 708 |
+
},
|
| 709 |
+
"step": 891
|
| 710 |
+
},
|
| 711 |
+
{
|
| 712 |
+
"epoch": 12.0,
|
| 713 |
+
"eval_B-Claim": {
|
| 714 |
+
"f1-score": 0.6374045801526718,
|
| 715 |
+
"precision": 0.7292576419213974,
|
| 716 |
+
"recall": 0.5661016949152542,
|
| 717 |
+
"support": 295.0
|
| 718 |
+
},
|
| 719 |
+
"eval_B-MajorClaim": {
|
| 720 |
+
"f1-score": 0.9114754098360656,
|
| 721 |
+
"precision": 0.9328859060402684,
|
| 722 |
+
"recall": 0.8910256410256411,
|
| 723 |
+
"support": 156.0
|
| 724 |
+
},
|
| 725 |
+
"eval_B-Premise": {
|
| 726 |
+
"f1-score": 0.8913612565445026,
|
| 727 |
+
"precision": 0.850187265917603,
|
| 728 |
+
"recall": 0.936726272352132,
|
| 729 |
+
"support": 727.0
|
| 730 |
+
},
|
| 731 |
+
"eval_I-Claim": {
|
| 732 |
+
"f1-score": 0.5983549421441516,
|
| 733 |
+
"precision": 0.7082508250825083,
|
| 734 |
+
"recall": 0.5179821385469466,
|
| 735 |
+
"support": 4143.0
|
| 736 |
+
},
|
| 737 |
+
"eval_I-MajorClaim": {
|
| 738 |
+
"f1-score": 0.9206057824690226,
|
| 739 |
+
"precision": 0.9265588914549654,
|
| 740 |
+
"recall": 0.9147286821705426,
|
| 741 |
+
"support": 2193.0
|
| 742 |
+
},
|
| 743 |
+
"eval_I-Premise": {
|
| 744 |
+
"f1-score": 0.9017204628501827,
|
| 745 |
+
"precision": 0.8640309285870595,
|
| 746 |
+
"recall": 0.9428480458489215,
|
| 747 |
+
"support": 12563.0
|
| 748 |
+
},
|
| 749 |
+
"eval_O": {
|
| 750 |
+
"f1-score": 0.9997606319317004,
|
| 751 |
+
"precision": 1.0,
|
| 752 |
+
"recall": 0.9995213784301212,
|
| 753 |
+
"support": 12536.0
|
| 754 |
+
},
|
| 755 |
+
"eval_accuracy": 0.9049765430963113,
|
| 756 |
+
"eval_loss": 0.5691992044448853,
|
| 757 |
+
"eval_macro avg": {
|
| 758 |
+
"f1-score": 0.8372404379897568,
|
| 759 |
+
"precision": 0.8587387798576859,
|
| 760 |
+
"recall": 0.8241334076127942,
|
| 761 |
+
"support": 32613.0
|
| 762 |
+
},
|
| 763 |
+
"eval_runtime": 4.9632,
|
| 764 |
+
"eval_samples_per_second": 16.32,
|
| 765 |
+
"eval_steps_per_second": 2.216,
|
| 766 |
+
"eval_weighted avg": {
|
| 767 |
+
"f1-score": 0.8995624631750451,
|
| 768 |
+
"precision": 0.8995123024912762,
|
| 769 |
+
"recall": 0.9049765430963113,
|
| 770 |
+
"support": 32613.0
|
| 771 |
+
},
|
| 772 |
+
"step": 972
|
| 773 |
+
},
|
| 774 |
+
{
|
| 775 |
+
"epoch": 12.35,
|
| 776 |
+
"grad_norm": 8.504526138305664,
|
| 777 |
+
"learning_rate": 1.506172839506173e-05,
|
| 778 |
+
"loss": 0.0319,
|
| 779 |
+
"step": 1000
|
| 780 |
+
},
|
| 781 |
+
{
|
| 782 |
+
"epoch": 13.0,
|
| 783 |
+
"eval_B-Claim": {
|
| 784 |
+
"f1-score": 0.6779661016949152,
|
| 785 |
+
"precision": 0.6779661016949152,
|
| 786 |
+
"recall": 0.6779661016949152,
|
| 787 |
+
"support": 295.0
|
| 788 |
+
},
|
| 789 |
+
"eval_B-MajorClaim": {
|
| 790 |
+
"f1-score": 0.9096774193548387,
|
| 791 |
+
"precision": 0.9155844155844156,
|
| 792 |
+
"recall": 0.9038461538461539,
|
| 793 |
+
"support": 156.0
|
| 794 |
+
},
|
| 795 |
+
"eval_B-Premise": {
|
| 796 |
+
"f1-score": 0.8873626373626373,
|
| 797 |
+
"precision": 0.8861454046639232,
|
| 798 |
+
"recall": 0.8885832187070152,
|
| 799 |
+
"support": 727.0
|
| 800 |
+
},
|
| 801 |
+
"eval_I-Claim": {
|
| 802 |
+
"f1-score": 0.663892288861689,
|
| 803 |
+
"precision": 0.6734541842562701,
|
| 804 |
+
"recall": 0.6545981173062998,
|
| 805 |
+
"support": 4143.0
|
| 806 |
+
},
|
| 807 |
+
"eval_I-MajorClaim": {
|
| 808 |
+
"f1-score": 0.9122568973315242,
|
| 809 |
+
"precision": 0.9048900852400179,
|
| 810 |
+
"recall": 0.9197446420428637,
|
| 811 |
+
"support": 2193.0
|
| 812 |
+
},
|
| 813 |
+
"eval_I-Premise": {
|
| 814 |
+
"f1-score": 0.9055930186433956,
|
| 815 |
+
"precision": 0.9025855934213648,
|
| 816 |
+
"recall": 0.9086205524158243,
|
| 817 |
+
"support": 12563.0
|
| 818 |
+
},
|
| 819 |
+
"eval_O": {
|
| 820 |
+
"f1-score": 0.9998404340194671,
|
| 821 |
+
"precision": 1.0,
|
| 822 |
+
"recall": 0.9996809189534142,
|
| 823 |
+
"support": 12536.0
|
| 824 |
+
},
|
| 825 |
+
"eval_accuracy": 0.9095452733572502,
|
| 826 |
+
"eval_loss": 0.5995727777481079,
|
| 827 |
+
"eval_macro avg": {
|
| 828 |
+
"f1-score": 0.8509412567526382,
|
| 829 |
+
"precision": 0.8515179692658439,
|
| 830 |
+
"recall": 0.8504342435666409,
|
| 831 |
+
"support": 32613.0
|
| 832 |
+
},
|
| 833 |
+
"eval_runtime": 4.967,
|
| 834 |
+
"eval_samples_per_second": 16.308,
|
| 835 |
+
"eval_steps_per_second": 2.215,
|
| 836 |
+
"eval_weighted avg": {
|
| 837 |
+
"f1-score": 0.9091182110651892,
|
| 838 |
+
"precision": 0.908741493590885,
|
| 839 |
+
"recall": 0.9095452733572502,
|
| 840 |
+
"support": 32613.0
|
| 841 |
+
},
|
| 842 |
+
"step": 1053
|
| 843 |
+
},
|
| 844 |
+
{
|
| 845 |
+
"epoch": 14.0,
|
| 846 |
+
"eval_B-Claim": {
|
| 847 |
+
"f1-score": 0.6543438077634012,
|
| 848 |
+
"precision": 0.7195121951219512,
|
| 849 |
+
"recall": 0.6,
|
| 850 |
+
"support": 295.0
|
| 851 |
+
},
|
| 852 |
+
"eval_B-MajorClaim": {
|
| 853 |
+
"f1-score": 0.8918032786885245,
|
| 854 |
+
"precision": 0.912751677852349,
|
| 855 |
+
"recall": 0.8717948717948718,
|
| 856 |
+
"support": 156.0
|
| 857 |
+
},
|
| 858 |
+
"eval_B-Premise": {
|
| 859 |
+
"f1-score": 0.895364238410596,
|
| 860 |
+
"precision": 0.8633461047254151,
|
| 861 |
+
"recall": 0.9298486932599724,
|
| 862 |
+
"support": 727.0
|
| 863 |
+
},
|
| 864 |
+
"eval_I-Claim": {
|
| 865 |
+
"f1-score": 0.612272977435333,
|
| 866 |
+
"precision": 0.712,
|
| 867 |
+
"recall": 0.5370504465363264,
|
| 868 |
+
"support": 4143.0
|
| 869 |
+
},
|
| 870 |
+
"eval_I-MajorClaim": {
|
| 871 |
+
"f1-score": 0.9033142857142857,
|
| 872 |
+
"precision": 0.9055912007332723,
|
| 873 |
+
"recall": 0.9010487916096671,
|
| 874 |
+
"support": 2193.0
|
| 875 |
+
},
|
| 876 |
+
"eval_I-Premise": {
|
| 877 |
+
"f1-score": 0.9070541005543873,
|
| 878 |
+
"precision": 0.8727192466156563,
|
| 879 |
+
"recall": 0.9442012258218578,
|
| 880 |
+
"support": 12563.0
|
| 881 |
+
},
|
| 882 |
+
"eval_O": {
|
| 883 |
+
"f1-score": 1.0,
|
| 884 |
+
"precision": 1.0,
|
| 885 |
+
"recall": 1.0,
|
| 886 |
+
"support": 12536.0
|
| 887 |
+
},
|
| 888 |
+
"eval_accuracy": 0.9072455769171802,
|
| 889 |
+
"eval_loss": 0.6337578892707825,
|
| 890 |
+
"eval_macro avg": {
|
| 891 |
+
"f1-score": 0.8377360983666469,
|
| 892 |
+
"precision": 0.8551314892926634,
|
| 893 |
+
"recall": 0.8262777184318136,
|
| 894 |
+
"support": 32613.0
|
| 895 |
+
},
|
| 896 |
+
"eval_runtime": 4.9902,
|
| 897 |
+
"eval_samples_per_second": 16.232,
|
| 898 |
+
"eval_steps_per_second": 2.204,
|
| 899 |
+
"eval_weighted avg": {
|
| 900 |
+
"f1-score": 0.9024627717609818,
|
| 901 |
+
"precision": 0.902034384321647,
|
| 902 |
+
"recall": 0.9072455769171802,
|
| 903 |
+
"support": 32613.0
|
| 904 |
+
},
|
| 905 |
+
"step": 1134
|
| 906 |
+
},
|
| 907 |
+
{
|
| 908 |
+
"epoch": 15.0,
|
| 909 |
+
"eval_B-Claim": {
|
| 910 |
+
"f1-score": 0.6715867158671587,
|
| 911 |
+
"precision": 0.7368421052631579,
|
| 912 |
+
"recall": 0.6169491525423729,
|
| 913 |
+
"support": 295.0
|
| 914 |
+
},
|
| 915 |
+
"eval_B-MajorClaim": {
|
| 916 |
+
"f1-score": 0.8902077151335311,
|
| 917 |
+
"precision": 0.8287292817679558,
|
| 918 |
+
"recall": 0.9615384615384616,
|
| 919 |
+
"support": 156.0
|
| 920 |
+
},
|
| 921 |
+
"eval_B-Premise": {
|
| 922 |
+
"f1-score": 0.896551724137931,
|
| 923 |
+
"precision": 0.8816489361702128,
|
| 924 |
+
"recall": 0.9119669876203577,
|
| 925 |
+
"support": 727.0
|
| 926 |
+
},
|
| 927 |
+
"eval_I-Claim": {
|
| 928 |
+
"f1-score": 0.6393111798735368,
|
| 929 |
+
"precision": 0.7221884498480243,
|
| 930 |
+
"recall": 0.5734974656046343,
|
| 931 |
+
"support": 4143.0
|
| 932 |
+
},
|
| 933 |
+
"eval_I-MajorClaim": {
|
| 934 |
+
"f1-score": 0.898728813559322,
|
| 935 |
+
"precision": 0.8393351800554016,
|
| 936 |
+
"recall": 0.9671682626538988,
|
| 937 |
+
"support": 2193.0
|
| 938 |
+
},
|
| 939 |
+
"eval_I-Premise": {
|
| 940 |
+
"f1-score": 0.9101119213820535,
|
| 941 |
+
"precision": 0.892125382262997,
|
| 942 |
+
"recall": 0.9288386531879328,
|
| 943 |
+
"support": 12563.0
|
| 944 |
+
},
|
| 945 |
+
"eval_O": {
|
| 946 |
+
"f1-score": 1.0,
|
| 947 |
+
"precision": 1.0,
|
| 948 |
+
"recall": 1.0,
|
| 949 |
+
"support": 12536.0
|
| 950 |
+
},
|
| 951 |
+
"eval_accuracy": 0.9105878024100819,
|
| 952 |
+
"eval_loss": 0.6874175667762756,
|
| 953 |
+
"eval_macro avg": {
|
| 954 |
+
"f1-score": 0.8437854385647904,
|
| 955 |
+
"precision": 0.8429813336239642,
|
| 956 |
+
"recall": 0.8514227118782368,
|
| 957 |
+
"support": 32613.0
|
| 958 |
+
},
|
| 959 |
+
"eval_runtime": 4.9796,
|
| 960 |
+
"eval_samples_per_second": 16.266,
|
| 961 |
+
"eval_steps_per_second": 2.209,
|
| 962 |
+
"eval_weighted avg": {
|
| 963 |
+
"f1-score": 0.9069419606556991,
|
| 964 |
+
"precision": 0.9065117879543761,
|
| 965 |
+
"recall": 0.9105878024100819,
|
| 966 |
+
"support": 32613.0
|
| 967 |
+
},
|
| 968 |
+
"step": 1215
|
| 969 |
+
},
|
| 970 |
+
{
|
| 971 |
+
"epoch": 16.0,
|
| 972 |
+
"eval_B-Claim": {
|
| 973 |
+
"f1-score": 0.676923076923077,
|
| 974 |
+
"precision": 0.6827586206896552,
|
| 975 |
+
"recall": 0.6711864406779661,
|
| 976 |
+
"support": 295.0
|
| 977 |
+
},
|
| 978 |
+
"eval_B-MajorClaim": {
|
| 979 |
+
"f1-score": 0.8980891719745223,
|
| 980 |
+
"precision": 0.8924050632911392,
|
| 981 |
+
"recall": 0.9038461538461539,
|
| 982 |
+
"support": 156.0
|
| 983 |
+
},
|
| 984 |
+
"eval_B-Premise": {
|
| 985 |
+
"f1-score": 0.8902606310013718,
|
| 986 |
+
"precision": 0.8878248974008208,
|
| 987 |
+
"recall": 0.8927097661623109,
|
| 988 |
+
"support": 727.0
|
| 989 |
+
},
|
| 990 |
+
"eval_I-Claim": {
|
| 991 |
+
"f1-score": 0.6403442166540116,
|
| 992 |
+
"precision": 0.6730513434424049,
|
| 993 |
+
"recall": 0.6106685976345644,
|
| 994 |
+
"support": 4143.0
|
| 995 |
+
},
|
| 996 |
+
"eval_I-MajorClaim": {
|
| 997 |
+
"f1-score": 0.9115737631520036,
|
| 998 |
+
"precision": 0.8953386103781882,
|
| 999 |
+
"recall": 0.9284085727314182,
|
| 1000 |
+
"support": 2193.0
|
| 1001 |
+
},
|
| 1002 |
+
"eval_I-Premise": {
|
| 1003 |
+
"f1-score": 0.9030989460437312,
|
| 1004 |
+
"precision": 0.8924990283715507,
|
| 1005 |
+
"recall": 0.9139536734856324,
|
| 1006 |
+
"support": 12563.0
|
| 1007 |
+
},
|
| 1008 |
+
"eval_O": {
|
| 1009 |
+
"f1-score": 1.0,
|
| 1010 |
+
"precision": 1.0,
|
| 1011 |
+
"recall": 1.0,
|
| 1012 |
+
"support": 12536.0
|
| 1013 |
+
},
|
| 1014 |
+
"eval_accuracy": 0.9067549750099654,
|
| 1015 |
+
"eval_loss": 0.6374069452285767,
|
| 1016 |
+
"eval_macro avg": {
|
| 1017 |
+
"f1-score": 0.8457556865355311,
|
| 1018 |
+
"precision": 0.8462682233676798,
|
| 1019 |
+
"recall": 0.8458247435054351,
|
| 1020 |
+
"support": 32613.0
|
| 1021 |
+
},
|
| 1022 |
+
"eval_runtime": 5.004,
|
| 1023 |
+
"eval_samples_per_second": 16.187,
|
| 1024 |
+
"eval_steps_per_second": 2.198,
|
| 1025 |
+
"eval_weighted avg": {
|
| 1026 |
+
"f1-score": 0.905181158084066,
|
| 1027 |
+
"precision": 0.9041324706485238,
|
| 1028 |
+
"recall": 0.9067549750099654,
|
| 1029 |
+
"support": 32613.0
|
| 1030 |
+
},
|
| 1031 |
+
"step": 1296
|
| 1032 |
+
},
|
| 1033 |
+
{
|
| 1034 |
+
"epoch": 17.0,
|
| 1035 |
+
"eval_B-Claim": {
|
| 1036 |
+
"f1-score": 0.7001620745542951,
|
| 1037 |
+
"precision": 0.6708074534161491,
|
| 1038 |
+
"recall": 0.7322033898305085,
|
| 1039 |
+
"support": 295.0
|
| 1040 |
+
},
|
| 1041 |
+
"eval_B-MajorClaim": {
|
| 1042 |
+
"f1-score": 0.910828025477707,
|
| 1043 |
+
"precision": 0.9050632911392406,
|
| 1044 |
+
"recall": 0.9166666666666666,
|
| 1045 |
+
"support": 156.0
|
| 1046 |
+
},
|
| 1047 |
+
"eval_B-Premise": {
|
| 1048 |
+
"f1-score": 0.8870175438596491,
|
| 1049 |
+
"precision": 0.9054441260744985,
|
| 1050 |
+
"recall": 0.8693259972489684,
|
| 1051 |
+
"support": 727.0
|
| 1052 |
+
},
|
| 1053 |
+
"eval_I-Claim": {
|
| 1054 |
+
"f1-score": 0.6722241519045965,
|
| 1055 |
+
"precision": 0.6459724076546507,
|
| 1056 |
+
"recall": 0.7006999758629012,
|
| 1057 |
+
"support": 4143.0
|
| 1058 |
+
},
|
| 1059 |
+
"eval_I-MajorClaim": {
|
| 1060 |
+
"f1-score": 0.9159550561797752,
|
| 1061 |
+
"precision": 0.9029685423128047,
|
| 1062 |
+
"recall": 0.9293205654354765,
|
| 1063 |
+
"support": 2193.0
|
| 1064 |
+
},
|
| 1065 |
+
"eval_I-Premise": {
|
| 1066 |
+
"f1-score": 0.8987500505642975,
|
| 1067 |
+
"precision": 0.9137193617371279,
|
| 1068 |
+
"recall": 0.884263312902969,
|
| 1069 |
+
"support": 12563.0
|
| 1070 |
+
},
|
| 1071 |
+
"eval_O": {
|
| 1072 |
+
"f1-score": 0.999600989545926,
|
| 1073 |
+
"precision": 1.0,
|
| 1074 |
+
"recall": 0.9992022973835354,
|
| 1075 |
+
"support": 12536.0
|
| 1076 |
+
},
|
| 1077 |
+
"eval_accuracy": 0.9066016619139607,
|
| 1078 |
+
"eval_loss": 0.5605483055114746,
|
| 1079 |
+
"eval_macro avg": {
|
| 1080 |
+
"f1-score": 0.8549339845837495,
|
| 1081 |
+
"precision": 0.8491393117620675,
|
| 1082 |
+
"recall": 0.8616688864758607,
|
| 1083 |
+
"support": 32613.0
|
| 1084 |
+
},
|
| 1085 |
+
"eval_runtime": 5.0022,
|
| 1086 |
+
"eval_samples_per_second": 16.193,
|
| 1087 |
+
"eval_steps_per_second": 2.199,
|
| 1088 |
+
"eval_weighted avg": {
|
| 1089 |
+
"f1-score": 0.9078958614075368,
|
| 1090 |
+
"precision": 0.9097251400220888,
|
| 1091 |
+
"recall": 0.9066016619139607,
|
| 1092 |
+
"support": 32613.0
|
| 1093 |
+
},
|
| 1094 |
+
"step": 1377
|
| 1095 |
+
},
|
| 1096 |
+
{
|
| 1097 |
+
"epoch": 18.0,
|
| 1098 |
+
"eval_B-Claim": {
|
| 1099 |
+
"f1-score": 0.7140495867768595,
|
| 1100 |
+
"precision": 0.6967741935483871,
|
| 1101 |
+
"recall": 0.7322033898305085,
|
| 1102 |
+
"support": 295.0
|
| 1103 |
+
},
|
| 1104 |
+
"eval_B-MajorClaim": {
|
| 1105 |
+
"f1-score": 0.9066666666666667,
|
| 1106 |
+
"precision": 0.9444444444444444,
|
| 1107 |
+
"recall": 0.8717948717948718,
|
| 1108 |
+
"support": 156.0
|
| 1109 |
+
},
|
| 1110 |
+
"eval_B-Premise": {
|
| 1111 |
+
"f1-score": 0.8988300068823124,
|
| 1112 |
+
"precision": 0.8994490358126722,
|
| 1113 |
+
"recall": 0.8982118294360385,
|
| 1114 |
+
"support": 727.0
|
| 1115 |
+
},
|
| 1116 |
+
"eval_I-Claim": {
|
| 1117 |
+
"f1-score": 0.6946223564954682,
|
| 1118 |
+
"precision": 0.6955469506292352,
|
| 1119 |
+
"recall": 0.6937002172338885,
|
| 1120 |
+
"support": 4143.0
|
| 1121 |
+
},
|
| 1122 |
+
"eval_I-MajorClaim": {
|
| 1123 |
+
"f1-score": 0.9217432052483598,
|
| 1124 |
+
"precision": 0.9479518072289157,
|
| 1125 |
+
"recall": 0.8969448244414044,
|
| 1126 |
+
"support": 2193.0
|
| 1127 |
+
},
|
| 1128 |
+
"eval_I-Premise": {
|
| 1129 |
+
"f1-score": 0.9124099152609487,
|
| 1130 |
+
"precision": 0.9078086833188874,
|
| 1131 |
+
"recall": 0.9170580275411924,
|
| 1132 |
+
"support": 12563.0
|
| 1133 |
+
},
|
| 1134 |
+
"eval_O": {
|
| 1135 |
+
"f1-score": 0.9999601132782897,
|
| 1136 |
+
"precision": 1.0,
|
| 1137 |
+
"recall": 0.9999202297383536,
|
| 1138 |
+
"support": 12536.0
|
| 1139 |
+
},
|
| 1140 |
+
"eval_accuracy": 0.916873639346273,
|
| 1141 |
+
"eval_loss": 0.636456310749054,
|
| 1142 |
+
"eval_macro avg": {
|
| 1143 |
+
"f1-score": 0.8640402643727008,
|
| 1144 |
+
"precision": 0.8702821592832203,
|
| 1145 |
+
"recall": 0.8585476271451797,
|
| 1146 |
+
"support": 32613.0
|
| 1147 |
+
},
|
| 1148 |
+
"eval_runtime": 4.9811,
|
| 1149 |
+
"eval_samples_per_second": 16.261,
|
| 1150 |
+
"eval_steps_per_second": 2.208,
|
| 1151 |
+
"eval_weighted avg": {
|
| 1152 |
+
"f1-score": 0.9168994897940371,
|
| 1153 |
+
"precision": 0.917060404983014,
|
| 1154 |
+
"recall": 0.916873639346273,
|
| 1155 |
+
"support": 32613.0
|
| 1156 |
+
},
|
| 1157 |
+
"step": 1458
|
| 1158 |
+
}
|
| 1159 |
+
],
|
| 1160 |
+
"logging_steps": 500,
|
| 1161 |
+
"max_steps": 4050,
|
| 1162 |
+
"num_input_tokens_seen": 0,
|
| 1163 |
+
"num_train_epochs": 50,
|
| 1164 |
+
"save_steps": 500,
|
| 1165 |
+
"total_flos": 2580196633182000.0,
|
| 1166 |
+
"train_batch_size": 4,
|
| 1167 |
+
"trial_name": null,
|
| 1168 |
+
"trial_params": null
|
| 1169 |
+
}
|
checkpoint-1458/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5eff186592c44100b7fd5c301c21b9eebfc7f8bd335567cdc6ffe4a4d32ec927
|
| 3 |
+
size 4920
|
checkpoint-1458/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|