Commit
•
772fe57
1
Parent(s):
5a296f8
Training in progress, epoch 37, checkpoint
Browse files- checkpoint-2997/config.json +57 -0
- checkpoint-2997/merges.txt +0 -0
- checkpoint-2997/model.safetensors +3 -0
- checkpoint-2997/optimizer.pt +3 -0
- checkpoint-2997/rng_state.pth +3 -0
- checkpoint-2997/scheduler.pt +3 -0
- checkpoint-2997/special_tokens_map.json +15 -0
- checkpoint-2997/tokenizer.json +0 -0
- checkpoint-2997/tokenizer_config.json +57 -0
- checkpoint-2997/trainer_state.json +1721 -0
- checkpoint-2997/training_args.bin +3 -0
- checkpoint-2997/vocab.json +0 -0
checkpoint-2997/config.json
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": "X_placeholder_X",
|
| 31 |
+
"2": "MajorClaim",
|
| 32 |
+
"3": "Claim",
|
| 33 |
+
"4": "Premise"
|
| 34 |
+
},
|
| 35 |
+
"ignore_attention_mask": false,
|
| 36 |
+
"initializer_range": 0.02,
|
| 37 |
+
"intermediate_size": 3072,
|
| 38 |
+
"label2id": {
|
| 39 |
+
"Claim": 3,
|
| 40 |
+
"MajorClaim": 2,
|
| 41 |
+
"O": 0,
|
| 42 |
+
"Premise": 4,
|
| 43 |
+
"X_placeholder_X": 1
|
| 44 |
+
},
|
| 45 |
+
"layer_norm_eps": 1e-05,
|
| 46 |
+
"max_position_embeddings": 4098,
|
| 47 |
+
"model_type": "longformer",
|
| 48 |
+
"num_attention_heads": 12,
|
| 49 |
+
"num_hidden_layers": 12,
|
| 50 |
+
"onnx_export": false,
|
| 51 |
+
"pad_token_id": 1,
|
| 52 |
+
"sep_token_id": 2,
|
| 53 |
+
"torch_dtype": "float32",
|
| 54 |
+
"transformers_version": "4.38.2",
|
| 55 |
+
"type_vocab_size": 1,
|
| 56 |
+
"vocab_size": 50265
|
| 57 |
+
}
|
checkpoint-2997/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-2997/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:83fb0e120ab7eb8f9884dae6e36b03d969f1a541a71664b274040afc6581103d
|
| 3 |
+
size 592324828
|
checkpoint-2997/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:34f93dc5ae0591c7c22b26d6a517cf47e7a5c47f84c5cc4fb3fb48bb63152325
|
| 3 |
+
size 1014657786
|
checkpoint-2997/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6c371fbd6ffc74459a137b7d052393d62972b1a4a2281826d9f374d454402768
|
| 3 |
+
size 14244
|
checkpoint-2997/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55833c00dee9a15507a69a9be2767ad1c1865cb3ea487c75f44780fad5bca3aa
|
| 3 |
+
size 1064
|
checkpoint-2997/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-2997/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-2997/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-2997/trainer_state.json
ADDED
|
@@ -0,0 +1,1721 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 37.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 2997,
|
| 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_Claim": {
|
| 14 |
+
"f1-score": 0.46243291592128805,
|
| 15 |
+
"precision": 0.6588785046728972,
|
| 16 |
+
"recall": 0.3562241616903996,
|
| 17 |
+
"support": 4354.0
|
| 18 |
+
},
|
| 19 |
+
"eval_MajorClaim": {
|
| 20 |
+
"f1-score": 0.8342621259029929,
|
| 21 |
+
"precision": 0.8096955128205128,
|
| 22 |
+
"recall": 0.8603661132396765,
|
| 23 |
+
"support": 2349.0
|
| 24 |
+
},
|
| 25 |
+
"eval_O": {
|
| 26 |
+
"f1-score": 0.9993622448979592,
|
| 27 |
+
"precision": 0.9987253027405991,
|
| 28 |
+
"recall": 1.0,
|
| 29 |
+
"support": 12536.0
|
| 30 |
+
},
|
| 31 |
+
"eval_Premise": {
|
| 32 |
+
"f1-score": 0.8941052999825083,
|
| 33 |
+
"precision": 0.8401157057392676,
|
| 34 |
+
"recall": 0.955510692388216,
|
| 35 |
+
"support": 13374.0
|
| 36 |
+
},
|
| 37 |
+
"eval_accuracy": 0.8857510808573268,
|
| 38 |
+
"eval_loss": 0.2754688858985901,
|
| 39 |
+
"eval_macro avg": {
|
| 40 |
+
"f1-score": 0.7975406466761871,
|
| 41 |
+
"precision": 0.8268537564933192,
|
| 42 |
+
"recall": 0.793025241829573,
|
| 43 |
+
"support": 32613.0
|
| 44 |
+
},
|
| 45 |
+
"eval_runtime": 4.8781,
|
| 46 |
+
"eval_samples_per_second": 16.605,
|
| 47 |
+
"eval_steps_per_second": 2.255,
|
| 48 |
+
"eval_weighted avg": {
|
| 49 |
+
"f1-score": 0.8726239240080429,
|
| 50 |
+
"precision": 0.8746959682542021,
|
| 51 |
+
"recall": 0.8857510808573268,
|
| 52 |
+
"support": 32613.0
|
| 53 |
+
},
|
| 54 |
+
"step": 81
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"epoch": 2.0,
|
| 58 |
+
"eval_Claim": {
|
| 59 |
+
"f1-score": 0.6446312571646924,
|
| 60 |
+
"precision": 0.5518482172064115,
|
| 61 |
+
"recall": 0.77491961414791,
|
| 62 |
+
"support": 4354.0
|
| 63 |
+
},
|
| 64 |
+
"eval_MajorClaim": {
|
| 65 |
+
"f1-score": 0.8912341158733577,
|
| 66 |
+
"precision": 0.9019180470793374,
|
| 67 |
+
"recall": 0.8808003405704555,
|
| 68 |
+
"support": 2349.0
|
| 69 |
+
},
|
| 70 |
+
"eval_O": {
|
| 71 |
+
"f1-score": 0.9998005504806733,
|
| 72 |
+
"precision": 0.9999202106439001,
|
| 73 |
+
"recall": 0.9996809189534142,
|
| 74 |
+
"support": 12536.0
|
| 75 |
+
},
|
| 76 |
+
"eval_Premise": {
|
| 77 |
+
"f1-score": 0.8690409646250897,
|
| 78 |
+
"precision": 0.9324023303632625,
|
| 79 |
+
"recall": 0.8137430835950351,
|
| 80 |
+
"support": 13374.0
|
| 81 |
+
},
|
| 82 |
+
"eval_accuracy": 0.8848618649004998,
|
| 83 |
+
"eval_loss": 0.25178349018096924,
|
| 84 |
+
"eval_macro avg": {
|
| 85 |
+
"f1-score": 0.8511767220359533,
|
| 86 |
+
"precision": 0.8465222013232279,
|
| 87 |
+
"recall": 0.8672859893167036,
|
| 88 |
+
"support": 32613.0
|
| 89 |
+
},
|
| 90 |
+
"eval_runtime": 4.907,
|
| 91 |
+
"eval_samples_per_second": 16.507,
|
| 92 |
+
"eval_steps_per_second": 2.242,
|
| 93 |
+
"eval_weighted avg": {
|
| 94 |
+
"f1-score": 0.8909418634778542,
|
| 95 |
+
"precision": 0.9053537287957648,
|
| 96 |
+
"recall": 0.8848618649004998,
|
| 97 |
+
"support": 32613.0
|
| 98 |
+
},
|
| 99 |
+
"step": 162
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 3.0,
|
| 103 |
+
"eval_Claim": {
|
| 104 |
+
"f1-score": 0.6598764019226366,
|
| 105 |
+
"precision": 0.6576186131386861,
|
| 106 |
+
"recall": 0.6621497473587505,
|
| 107 |
+
"support": 4354.0
|
| 108 |
+
},
|
| 109 |
+
"eval_MajorClaim": {
|
| 110 |
+
"f1-score": 0.9062119366626066,
|
| 111 |
+
"precision": 0.8661233993015134,
|
| 112 |
+
"recall": 0.9501915708812261,
|
| 113 |
+
"support": 2349.0
|
| 114 |
+
},
|
| 115 |
+
"eval_O": {
|
| 116 |
+
"f1-score": 0.9998404722022812,
|
| 117 |
+
"precision": 0.9997607273887382,
|
| 118 |
+
"recall": 0.9999202297383536,
|
| 119 |
+
"support": 12536.0
|
| 120 |
+
},
|
| 121 |
+
"eval_Premise": {
|
| 122 |
+
"f1-score": 0.9007852612503775,
|
| 123 |
+
"precision": 0.9097148086014946,
|
| 124 |
+
"recall": 0.8920293106026619,
|
| 125 |
+
"support": 13374.0
|
| 126 |
+
},
|
| 127 |
+
"eval_accuracy": 0.9070002759635728,
|
| 128 |
+
"eval_loss": 0.23778581619262695,
|
| 129 |
+
"eval_macro avg": {
|
| 130 |
+
"f1-score": 0.8666785180094754,
|
| 131 |
+
"precision": 0.8583043871076081,
|
| 132 |
+
"recall": 0.876072714645248,
|
| 133 |
+
"support": 32613.0
|
| 134 |
+
},
|
| 135 |
+
"eval_runtime": 4.9168,
|
| 136 |
+
"eval_samples_per_second": 16.474,
|
| 137 |
+
"eval_steps_per_second": 2.237,
|
| 138 |
+
"eval_weighted avg": {
|
| 139 |
+
"f1-score": 0.907089072967282,
|
| 140 |
+
"precision": 0.9075314026721463,
|
| 141 |
+
"recall": 0.9070002759635728,
|
| 142 |
+
"support": 32613.0
|
| 143 |
+
},
|
| 144 |
+
"step": 243
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"epoch": 4.0,
|
| 148 |
+
"eval_Claim": {
|
| 149 |
+
"f1-score": 0.6604639922667954,
|
| 150 |
+
"precision": 0.696838347781744,
|
| 151 |
+
"recall": 0.6276986678915939,
|
| 152 |
+
"support": 4354.0
|
| 153 |
+
},
|
| 154 |
+
"eval_MajorClaim": {
|
| 155 |
+
"f1-score": 0.9140214420853479,
|
| 156 |
+
"precision": 0.9028239202657807,
|
| 157 |
+
"recall": 0.9255002128565347,
|
| 158 |
+
"support": 2349.0
|
| 159 |
+
},
|
| 160 |
+
"eval_O": {
|
| 161 |
+
"f1-score": 0.9994417862838917,
|
| 162 |
+
"precision": 0.9991230867346939,
|
| 163 |
+
"recall": 0.9997606892150607,
|
| 164 |
+
"support": 12536.0
|
| 165 |
+
},
|
| 166 |
+
"eval_Premise": {
|
| 167 |
+
"f1-score": 0.9084203149780549,
|
| 168 |
+
"precision": 0.8963534463934785,
|
| 169 |
+
"recall": 0.9208165096455809,
|
| 170 |
+
"support": 13374.0
|
| 171 |
+
},
|
| 172 |
+
"eval_accuracy": 0.912366234323736,
|
| 173 |
+
"eval_loss": 0.2598011791706085,
|
| 174 |
+
"eval_macro avg": {
|
| 175 |
+
"f1-score": 0.8705868839035225,
|
| 176 |
+
"precision": 0.8737847002939243,
|
| 177 |
+
"recall": 0.8684440199021926,
|
| 178 |
+
"support": 32613.0
|
| 179 |
+
},
|
| 180 |
+
"eval_runtime": 4.8872,
|
| 181 |
+
"eval_samples_per_second": 16.574,
|
| 182 |
+
"eval_steps_per_second": 2.251,
|
| 183 |
+
"eval_weighted avg": {
|
| 184 |
+
"f1-score": 0.9107077581074873,
|
| 185 |
+
"precision": 0.9096864919608297,
|
| 186 |
+
"recall": 0.912366234323736,
|
| 187 |
+
"support": 32613.0
|
| 188 |
+
},
|
| 189 |
+
"step": 324
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 5.0,
|
| 193 |
+
"eval_Claim": {
|
| 194 |
+
"f1-score": 0.6731001206272618,
|
| 195 |
+
"precision": 0.6440713536201469,
|
| 196 |
+
"recall": 0.7048690858980248,
|
| 197 |
+
"support": 4354.0
|
| 198 |
+
},
|
| 199 |
+
"eval_MajorClaim": {
|
| 200 |
+
"f1-score": 0.8871466886734063,
|
| 201 |
+
"precision": 0.8606885508406725,
|
| 202 |
+
"recall": 0.9152830991911451,
|
| 203 |
+
"support": 2349.0
|
| 204 |
+
},
|
| 205 |
+
"eval_O": {
|
| 206 |
+
"f1-score": 0.9998005345673595,
|
| 207 |
+
"precision": 1.0,
|
| 208 |
+
"recall": 0.9996011486917677,
|
| 209 |
+
"support": 12536.0
|
| 210 |
+
},
|
| 211 |
+
"eval_Premise": {
|
| 212 |
+
"f1-score": 0.9039056236399038,
|
| 213 |
+
"precision": 0.9234729698104376,
|
| 214 |
+
"recall": 0.8851502916105877,
|
| 215 |
+
"support": 13374.0
|
| 216 |
+
},
|
| 217 |
+
"eval_accuracy": 0.9072455769171802,
|
| 218 |
+
"eval_loss": 0.3166182339191437,
|
| 219 |
+
"eval_macro avg": {
|
| 220 |
+
"f1-score": 0.8659882418769828,
|
| 221 |
+
"precision": 0.8570582185678143,
|
| 222 |
+
"recall": 0.8762259063478812,
|
| 223 |
+
"support": 32613.0
|
| 224 |
+
},
|
| 225 |
+
"eval_runtime": 4.9018,
|
| 226 |
+
"eval_samples_per_second": 16.525,
|
| 227 |
+
"eval_steps_per_second": 2.244,
|
| 228 |
+
"eval_weighted avg": {
|
| 229 |
+
"f1-score": 0.9087455557232214,
|
| 230 |
+
"precision": 0.9110652677714914,
|
| 231 |
+
"recall": 0.9072455769171802,
|
| 232 |
+
"support": 32613.0
|
| 233 |
+
},
|
| 234 |
+
"step": 405
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"epoch": 6.0,
|
| 238 |
+
"eval_Claim": {
|
| 239 |
+
"f1-score": 0.634920634920635,
|
| 240 |
+
"precision": 0.7171775592828225,
|
| 241 |
+
"recall": 0.5695911805236564,
|
| 242 |
+
"support": 4354.0
|
| 243 |
+
},
|
| 244 |
+
"eval_MajorClaim": {
|
| 245 |
+
"f1-score": 0.9061357171881348,
|
| 246 |
+
"precision": 0.8666925767586475,
|
| 247 |
+
"recall": 0.9493401447424435,
|
| 248 |
+
"support": 2349.0
|
| 249 |
+
},
|
| 250 |
+
"eval_O": {
|
| 251 |
+
"f1-score": 0.9998404722022812,
|
| 252 |
+
"precision": 0.9997607273887382,
|
| 253 |
+
"recall": 0.9999202297383536,
|
| 254 |
+
"support": 12536.0
|
| 255 |
+
},
|
| 256 |
+
"eval_Premise": {
|
| 257 |
+
"f1-score": 0.9096214165876431,
|
| 258 |
+
"precision": 0.8879236684705212,
|
| 259 |
+
"recall": 0.9324061612083147,
|
| 260 |
+
"support": 13374.0
|
| 261 |
+
},
|
| 262 |
+
"eval_accuracy": 0.9111397295556987,
|
| 263 |
+
"eval_loss": 0.32181796431541443,
|
| 264 |
+
"eval_macro avg": {
|
| 265 |
+
"f1-score": 0.8626295602246735,
|
| 266 |
+
"precision": 0.8678886329751823,
|
| 267 |
+
"recall": 0.8628144290531921,
|
| 268 |
+
"support": 32613.0
|
| 269 |
+
},
|
| 270 |
+
"eval_runtime": 4.8856,
|
| 271 |
+
"eval_samples_per_second": 16.579,
|
| 272 |
+
"eval_steps_per_second": 2.252,
|
| 273 |
+
"eval_weighted avg": {
|
| 274 |
+
"f1-score": 0.907375409471386,
|
| 275 |
+
"precision": 0.9065876667768511,
|
| 276 |
+
"recall": 0.9111397295556987,
|
| 277 |
+
"support": 32613.0
|
| 278 |
+
},
|
| 279 |
+
"step": 486
|
| 280 |
+
},
|
| 281 |
+
{
|
| 282 |
+
"epoch": 6.17,
|
| 283 |
+
"grad_norm": 7.612313747406006,
|
| 284 |
+
"learning_rate": 1.7530864197530865e-05,
|
| 285 |
+
"loss": 0.2088,
|
| 286 |
+
"step": 500
|
| 287 |
+
},
|
| 288 |
+
{
|
| 289 |
+
"epoch": 7.0,
|
| 290 |
+
"eval_Claim": {
|
| 291 |
+
"f1-score": 0.6538414409998775,
|
| 292 |
+
"precision": 0.7008142894667717,
|
| 293 |
+
"recall": 0.6127698667891593,
|
| 294 |
+
"support": 4354.0
|
| 295 |
+
},
|
| 296 |
+
"eval_MajorClaim": {
|
| 297 |
+
"f1-score": 0.8866711022399646,
|
| 298 |
+
"precision": 0.9254629629629629,
|
| 299 |
+
"recall": 0.8510004257130694,
|
| 300 |
+
"support": 2349.0
|
| 301 |
+
},
|
| 302 |
+
"eval_O": {
|
| 303 |
+
"f1-score": 0.999880349379811,
|
| 304 |
+
"precision": 0.9998404722022812,
|
| 305 |
+
"recall": 0.9999202297383536,
|
| 306 |
+
"support": 12536.0
|
| 307 |
+
},
|
| 308 |
+
"eval_Premise": {
|
| 309 |
+
"f1-score": 0.9127824473310774,
|
| 310 |
+
"precision": 0.8890070167977886,
|
| 311 |
+
"recall": 0.9378645132346344,
|
| 312 |
+
"support": 13374.0
|
| 313 |
+
},
|
| 314 |
+
"eval_accuracy": 0.9120596081317266,
|
| 315 |
+
"eval_loss": 0.4053190350532532,
|
| 316 |
+
"eval_macro avg": {
|
| 317 |
+
"f1-score": 0.8632938349876826,
|
| 318 |
+
"precision": 0.8787811853574512,
|
| 319 |
+
"recall": 0.8503887588688042,
|
| 320 |
+
"support": 32613.0
|
| 321 |
+
},
|
| 322 |
+
"eval_runtime": 4.9061,
|
| 323 |
+
"eval_samples_per_second": 16.51,
|
| 324 |
+
"eval_steps_per_second": 2.242,
|
| 325 |
+
"eval_weighted avg": {
|
| 326 |
+
"f1-score": 0.909811074225195,
|
| 327 |
+
"precision": 0.9091110268457285,
|
| 328 |
+
"recall": 0.9120596081317266,
|
| 329 |
+
"support": 32613.0
|
| 330 |
+
},
|
| 331 |
+
"step": 567
|
| 332 |
+
},
|
| 333 |
+
{
|
| 334 |
+
"epoch": 8.0,
|
| 335 |
+
"eval_Claim": {
|
| 336 |
+
"f1-score": 0.668355545764952,
|
| 337 |
+
"precision": 0.6421164021164021,
|
| 338 |
+
"recall": 0.6968305006890216,
|
| 339 |
+
"support": 4354.0
|
| 340 |
+
},
|
| 341 |
+
"eval_MajorClaim": {
|
| 342 |
+
"f1-score": 0.8960263537162857,
|
| 343 |
+
"precision": 0.8676236044657097,
|
| 344 |
+
"recall": 0.9263516389953171,
|
| 345 |
+
"support": 2349.0
|
| 346 |
+
},
|
| 347 |
+
"eval_O": {
|
| 348 |
+
"f1-score": 1.0,
|
| 349 |
+
"precision": 1.0,
|
| 350 |
+
"recall": 1.0,
|
| 351 |
+
"support": 12536.0
|
| 352 |
+
},
|
| 353 |
+
"eval_Premise": {
|
| 354 |
+
"f1-score": 0.9012129071630178,
|
| 355 |
+
"precision": 0.9198069137340392,
|
| 356 |
+
"recall": 0.8833557649170032,
|
| 357 |
+
"support": 13374.0
|
| 358 |
+
},
|
| 359 |
+
"eval_accuracy": 0.9063870235795541,
|
| 360 |
+
"eval_loss": 0.4514281749725342,
|
| 361 |
+
"eval_macro avg": {
|
| 362 |
+
"f1-score": 0.8663987016610639,
|
| 363 |
+
"precision": 0.8573867300790377,
|
| 364 |
+
"recall": 0.8766344761503355,
|
| 365 |
+
"support": 32613.0
|
| 366 |
+
},
|
| 367 |
+
"eval_runtime": 4.8816,
|
| 368 |
+
"eval_samples_per_second": 16.593,
|
| 369 |
+
"eval_steps_per_second": 2.253,
|
| 370 |
+
"eval_weighted avg": {
|
| 371 |
+
"f1-score": 0.9077241398073883,
|
| 372 |
+
"precision": 0.9098003963445191,
|
| 373 |
+
"recall": 0.9063870235795541,
|
| 374 |
+
"support": 32613.0
|
| 375 |
+
},
|
| 376 |
+
"step": 648
|
| 377 |
+
},
|
| 378 |
+
{
|
| 379 |
+
"epoch": 9.0,
|
| 380 |
+
"eval_Claim": {
|
| 381 |
+
"f1-score": 0.6913841807909605,
|
| 382 |
+
"precision": 0.7090777402221149,
|
| 383 |
+
"recall": 0.674552135966927,
|
| 384 |
+
"support": 4354.0
|
| 385 |
+
},
|
| 386 |
+
"eval_MajorClaim": {
|
| 387 |
+
"f1-score": 0.9055304497525284,
|
| 388 |
+
"precision": 0.9155787641427328,
|
| 389 |
+
"recall": 0.8957002979991485,
|
| 390 |
+
"support": 2349.0
|
| 391 |
+
},
|
| 392 |
+
"eval_O": {
|
| 393 |
+
"f1-score": 0.9998404340194671,
|
| 394 |
+
"precision": 1.0,
|
| 395 |
+
"recall": 0.9996809189534142,
|
| 396 |
+
"support": 12536.0
|
| 397 |
+
},
|
| 398 |
+
"eval_Premise": {
|
| 399 |
+
"f1-score": 0.9162317231167869,
|
| 400 |
+
"precision": 0.9072648632798181,
|
| 401 |
+
"recall": 0.9253775983251085,
|
| 402 |
+
"support": 13374.0
|
| 403 |
+
},
|
| 404 |
+
"eval_accuracy": 0.9183147824487168,
|
| 405 |
+
"eval_loss": 0.4471658766269684,
|
| 406 |
+
"eval_macro avg": {
|
| 407 |
+
"f1-score": 0.8782466969199356,
|
| 408 |
+
"precision": 0.8829803419111664,
|
| 409 |
+
"recall": 0.8738277378111496,
|
| 410 |
+
"support": 32613.0
|
| 411 |
+
},
|
| 412 |
+
"eval_runtime": 4.8813,
|
| 413 |
+
"eval_samples_per_second": 16.594,
|
| 414 |
+
"eval_steps_per_second": 2.253,
|
| 415 |
+
"eval_weighted avg": {
|
| 416 |
+
"f1-score": 0.9175807345372852,
|
| 417 |
+
"precision": 0.9170508471898524,
|
| 418 |
+
"recall": 0.9183147824487168,
|
| 419 |
+
"support": 32613.0
|
| 420 |
+
},
|
| 421 |
+
"step": 729
|
| 422 |
+
},
|
| 423 |
+
{
|
| 424 |
+
"epoch": 10.0,
|
| 425 |
+
"eval_Claim": {
|
| 426 |
+
"f1-score": 0.6829727187206021,
|
| 427 |
+
"precision": 0.6997590361445784,
|
| 428 |
+
"recall": 0.6669728984841525,
|
| 429 |
+
"support": 4354.0
|
| 430 |
+
},
|
| 431 |
+
"eval_MajorClaim": {
|
| 432 |
+
"f1-score": 0.908567906307787,
|
| 433 |
+
"precision": 0.8780778395552026,
|
| 434 |
+
"recall": 0.9412515964240102,
|
| 435 |
+
"support": 2349.0
|
| 436 |
+
},
|
| 437 |
+
"eval_O": {
|
| 438 |
+
"f1-score": 0.9999202233745512,
|
| 439 |
+
"precision": 1.0,
|
| 440 |
+
"recall": 0.9998404594767071,
|
| 441 |
+
"support": 12536.0
|
| 442 |
+
},
|
| 443 |
+
"eval_Premise": {
|
| 444 |
+
"f1-score": 0.9131976852716073,
|
| 445 |
+
"precision": 0.9119379613749907,
|
| 446 |
+
"recall": 0.914460894272469,
|
| 447 |
+
"support": 13374.0
|
| 448 |
+
},
|
| 449 |
+
"eval_accuracy": 0.9161683991046515,
|
| 450 |
+
"eval_loss": 0.45130759477615356,
|
| 451 |
+
"eval_macro avg": {
|
| 452 |
+
"f1-score": 0.8761646334186369,
|
| 453 |
+
"precision": 0.8724437092686929,
|
| 454 |
+
"recall": 0.8806314621643347,
|
| 455 |
+
"support": 32613.0
|
| 456 |
+
},
|
| 457 |
+
"eval_runtime": 4.8986,
|
| 458 |
+
"eval_samples_per_second": 16.535,
|
| 459 |
+
"eval_steps_per_second": 2.246,
|
| 460 |
+
"eval_weighted avg": {
|
| 461 |
+
"f1-score": 0.9154630053129839,
|
| 462 |
+
"precision": 0.9150220459300829,
|
| 463 |
+
"recall": 0.9161683991046515,
|
| 464 |
+
"support": 32613.0
|
| 465 |
+
},
|
| 466 |
+
"step": 810
|
| 467 |
+
},
|
| 468 |
+
{
|
| 469 |
+
"epoch": 11.0,
|
| 470 |
+
"eval_Claim": {
|
| 471 |
+
"f1-score": 0.6209771986970684,
|
| 472 |
+
"precision": 0.717554953327311,
|
| 473 |
+
"recall": 0.5473128158015618,
|
| 474 |
+
"support": 4354.0
|
| 475 |
+
},
|
| 476 |
+
"eval_MajorClaim": {
|
| 477 |
+
"f1-score": 0.8710538016896399,
|
| 478 |
+
"precision": 0.9115867845509539,
|
| 479 |
+
"recall": 0.8339719029374202,
|
| 480 |
+
"support": 2349.0
|
| 481 |
+
},
|
| 482 |
+
"eval_O": {
|
| 483 |
+
"f1-score": 1.0,
|
| 484 |
+
"precision": 1.0,
|
| 485 |
+
"recall": 1.0,
|
| 486 |
+
"support": 12536.0
|
| 487 |
+
},
|
| 488 |
+
"eval_Premise": {
|
| 489 |
+
"f1-score": 0.9144776812837283,
|
| 490 |
+
"precision": 0.8758814267132197,
|
| 491 |
+
"recall": 0.9566322715717063,
|
| 492 |
+
"support": 13374.0
|
| 493 |
+
},
|
| 494 |
+
"eval_accuracy": 0.9098212369300586,
|
| 495 |
+
"eval_loss": 0.5217961668968201,
|
| 496 |
+
"eval_macro avg": {
|
| 497 |
+
"f1-score": 0.8516271704176092,
|
| 498 |
+
"precision": 0.8762557911478711,
|
| 499 |
+
"recall": 0.8344792475776721,
|
| 500 |
+
"support": 32613.0
|
| 501 |
+
},
|
| 502 |
+
"eval_runtime": 4.8915,
|
| 503 |
+
"eval_samples_per_second": 16.559,
|
| 504 |
+
"eval_steps_per_second": 2.249,
|
| 505 |
+
"eval_weighted avg": {
|
| 506 |
+
"f1-score": 0.9050398495319223,
|
| 507 |
+
"precision": 0.9050252912813879,
|
| 508 |
+
"recall": 0.9098212369300586,
|
| 509 |
+
"support": 32613.0
|
| 510 |
+
},
|
| 511 |
+
"step": 891
|
| 512 |
+
},
|
| 513 |
+
{
|
| 514 |
+
"epoch": 12.0,
|
| 515 |
+
"eval_Claim": {
|
| 516 |
+
"f1-score": 0.6767220902612826,
|
| 517 |
+
"precision": 0.7006886374815543,
|
| 518 |
+
"recall": 0.6543408360128617,
|
| 519 |
+
"support": 4354.0
|
| 520 |
+
},
|
| 521 |
+
"eval_MajorClaim": {
|
| 522 |
+
"f1-score": 0.9093525179856115,
|
| 523 |
+
"precision": 0.8791732909379968,
|
| 524 |
+
"recall": 0.9416773094934014,
|
| 525 |
+
"support": 2349.0
|
| 526 |
+
},
|
| 527 |
+
"eval_O": {
|
| 528 |
+
"f1-score": 0.9999202233745512,
|
| 529 |
+
"precision": 1.0,
|
| 530 |
+
"recall": 0.9998404594767071,
|
| 531 |
+
"support": 12536.0
|
| 532 |
+
},
|
| 533 |
+
"eval_Premise": {
|
| 534 |
+
"f1-score": 0.9131033456142309,
|
| 535 |
+
"precision": 0.9089427280136326,
|
| 536 |
+
"recall": 0.9173022282039779,
|
| 537 |
+
"support": 13374.0
|
| 538 |
+
},
|
| 539 |
+
"eval_accuracy": 0.9156777971974366,
|
| 540 |
+
"eval_loss": 0.48604533076286316,
|
| 541 |
+
"eval_macro avg": {
|
| 542 |
+
"f1-score": 0.8747745443089191,
|
| 543 |
+
"precision": 0.872201164108296,
|
| 544 |
+
"recall": 0.878290208296737,
|
| 545 |
+
"support": 32613.0
|
| 546 |
+
},
|
| 547 |
+
"eval_runtime": 4.8984,
|
| 548 |
+
"eval_samples_per_second": 16.536,
|
| 549 |
+
"eval_steps_per_second": 2.246,
|
| 550 |
+
"eval_weighted avg": {
|
| 551 |
+
"f1-score": 0.9146463407295841,
|
| 552 |
+
"precision": 0.9139967630227935,
|
| 553 |
+
"recall": 0.9156777971974366,
|
| 554 |
+
"support": 32613.0
|
| 555 |
+
},
|
| 556 |
+
"step": 972
|
| 557 |
+
},
|
| 558 |
+
{
|
| 559 |
+
"epoch": 12.35,
|
| 560 |
+
"grad_norm": 1.4397014379501343,
|
| 561 |
+
"learning_rate": 1.506172839506173e-05,
|
| 562 |
+
"loss": 0.0253,
|
| 563 |
+
"step": 1000
|
| 564 |
+
},
|
| 565 |
+
{
|
| 566 |
+
"epoch": 13.0,
|
| 567 |
+
"eval_Claim": {
|
| 568 |
+
"f1-score": 0.6805793134907059,
|
| 569 |
+
"precision": 0.6758776896942242,
|
| 570 |
+
"recall": 0.6853468075333027,
|
| 571 |
+
"support": 4354.0
|
| 572 |
+
},
|
| 573 |
+
"eval_MajorClaim": {
|
| 574 |
+
"f1-score": 0.903767491926803,
|
| 575 |
+
"precision": 0.914198606271777,
|
| 576 |
+
"recall": 0.8935717326521925,
|
| 577 |
+
"support": 2349.0
|
| 578 |
+
},
|
| 579 |
+
"eval_O": {
|
| 580 |
+
"f1-score": 0.9998005982053838,
|
| 581 |
+
"precision": 0.9996809952946806,
|
| 582 |
+
"recall": 0.9999202297383536,
|
| 583 |
+
"support": 12536.0
|
| 584 |
+
},
|
| 585 |
+
"eval_Premise": {
|
| 586 |
+
"f1-score": 0.9103489546321576,
|
| 587 |
+
"precision": 0.9107236399012197,
|
| 588 |
+
"recall": 0.9099745775385075,
|
| 589 |
+
"support": 13374.0
|
| 590 |
+
},
|
| 591 |
+
"eval_accuracy": 0.9133781007573667,
|
| 592 |
+
"eval_loss": 0.5282083749771118,
|
| 593 |
+
"eval_macro avg": {
|
| 594 |
+
"f1-score": 0.8736240895637626,
|
| 595 |
+
"precision": 0.8751202327904755,
|
| 596 |
+
"recall": 0.872203336865589,
|
| 597 |
+
"support": 32613.0
|
| 598 |
+
},
|
| 599 |
+
"eval_runtime": 4.89,
|
| 600 |
+
"eval_samples_per_second": 16.564,
|
| 601 |
+
"eval_steps_per_second": 2.249,
|
| 602 |
+
"eval_weighted avg": {
|
| 603 |
+
"f1-score": 0.9135835215352088,
|
| 604 |
+
"precision": 0.9138148255025323,
|
| 605 |
+
"recall": 0.9133781007573667,
|
| 606 |
+
"support": 32613.0
|
| 607 |
+
},
|
| 608 |
+
"step": 1053
|
| 609 |
+
},
|
| 610 |
+
{
|
| 611 |
+
"epoch": 14.0,
|
| 612 |
+
"eval_Claim": {
|
| 613 |
+
"f1-score": 0.6549993880797944,
|
| 614 |
+
"precision": 0.7010741419963322,
|
| 615 |
+
"recall": 0.6146072576940744,
|
| 616 |
+
"support": 4354.0
|
| 617 |
+
},
|
| 618 |
+
"eval_MajorClaim": {
|
| 619 |
+
"f1-score": 0.9030425963488844,
|
| 620 |
+
"precision": 0.8624564122433166,
|
| 621 |
+
"recall": 0.9476372924648787,
|
| 622 |
+
"support": 2349.0
|
| 623 |
+
},
|
| 624 |
+
"eval_O": {
|
| 625 |
+
"f1-score": 0.9999601132782897,
|
| 626 |
+
"precision": 1.0,
|
| 627 |
+
"recall": 0.9999202297383536,
|
| 628 |
+
"support": 12536.0
|
| 629 |
+
},
|
| 630 |
+
"eval_Premise": {
|
| 631 |
+
"f1-score": 0.9098839358320396,
|
| 632 |
+
"precision": 0.8997076023391812,
|
| 633 |
+
"recall": 0.9202931060266188,
|
| 634 |
+
"support": 13374.0
|
| 635 |
+
},
|
| 636 |
+
"eval_accuracy": 0.9120596081317266,
|
| 637 |
+
"eval_loss": 0.5426023602485657,
|
| 638 |
+
"eval_macro avg": {
|
| 639 |
+
"f1-score": 0.866971508384752,
|
| 640 |
+
"precision": 0.8658095391447076,
|
| 641 |
+
"recall": 0.8706144714809814,
|
| 642 |
+
"support": 32613.0
|
| 643 |
+
},
|
| 644 |
+
"eval_runtime": 4.8976,
|
| 645 |
+
"eval_samples_per_second": 16.539,
|
| 646 |
+
"eval_steps_per_second": 2.246,
|
| 647 |
+
"eval_weighted avg": {
|
| 648 |
+
"f1-score": 0.9099868804586297,
|
| 649 |
+
"precision": 0.9090570140832118,
|
| 650 |
+
"recall": 0.9120596081317266,
|
| 651 |
+
"support": 32613.0
|
| 652 |
+
},
|
| 653 |
+
"step": 1134
|
| 654 |
+
},
|
| 655 |
+
{
|
| 656 |
+
"epoch": 15.0,
|
| 657 |
+
"eval_Claim": {
|
| 658 |
+
"f1-score": 0.6663435909861886,
|
| 659 |
+
"precision": 0.7051282051282052,
|
| 660 |
+
"recall": 0.6316031235645384,
|
| 661 |
+
"support": 4354.0
|
| 662 |
+
},
|
| 663 |
+
"eval_MajorClaim": {
|
| 664 |
+
"f1-score": 0.8880537974683544,
|
| 665 |
+
"precision": 0.8293313631326191,
|
| 666 |
+
"recall": 0.955725840783312,
|
| 667 |
+
"support": 2349.0
|
| 668 |
+
},
|
| 669 |
+
"eval_O": {
|
| 670 |
+
"f1-score": 0.9999601132782897,
|
| 671 |
+
"precision": 1.0,
|
| 672 |
+
"recall": 0.9999202297383536,
|
| 673 |
+
"support": 12536.0
|
| 674 |
+
},
|
| 675 |
+
"eval_Premise": {
|
| 676 |
+
"f1-score": 0.9116781523561184,
|
| 677 |
+
"precision": 0.9083958132284166,
|
| 678 |
+
"recall": 0.9149842978914311,
|
| 679 |
+
"support": 13374.0
|
| 680 |
+
},
|
| 681 |
+
"eval_accuracy": 0.9127341857541471,
|
| 682 |
+
"eval_loss": 0.6165347099304199,
|
| 683 |
+
"eval_macro avg": {
|
| 684 |
+
"f1-score": 0.8665089135222377,
|
| 685 |
+
"precision": 0.8607138453723102,
|
| 686 |
+
"recall": 0.8755583729944088,
|
| 687 |
+
"support": 32613.0
|
| 688 |
+
},
|
| 689 |
+
"eval_runtime": 4.8787,
|
| 690 |
+
"eval_samples_per_second": 16.603,
|
| 691 |
+
"eval_steps_per_second": 2.255,
|
| 692 |
+
"eval_weighted avg": {
|
| 693 |
+
"f1-score": 0.9111575738225369,
|
| 694 |
+
"precision": 0.910775248619985,
|
| 695 |
+
"recall": 0.9127341857541471,
|
| 696 |
+
"support": 32613.0
|
| 697 |
+
},
|
| 698 |
+
"step": 1215
|
| 699 |
+
},
|
| 700 |
+
{
|
| 701 |
+
"epoch": 16.0,
|
| 702 |
+
"eval_Claim": {
|
| 703 |
+
"f1-score": 0.674565560821485,
|
| 704 |
+
"precision": 0.6630434782608695,
|
| 705 |
+
"recall": 0.6864951768488746,
|
| 706 |
+
"support": 4354.0
|
| 707 |
+
},
|
| 708 |
+
"eval_MajorClaim": {
|
| 709 |
+
"f1-score": 0.9101030927835051,
|
| 710 |
+
"precision": 0.8824470211915234,
|
| 711 |
+
"recall": 0.9395487441464453,
|
| 712 |
+
"support": 2349.0
|
| 713 |
+
},
|
| 714 |
+
"eval_O": {
|
| 715 |
+
"f1-score": 0.9999601132782897,
|
| 716 |
+
"precision": 1.0,
|
| 717 |
+
"recall": 0.9999202297383536,
|
| 718 |
+
"support": 12536.0
|
| 719 |
+
},
|
| 720 |
+
"eval_Premise": {
|
| 721 |
+
"f1-score": 0.9041334190523012,
|
| 722 |
+
"precision": 0.9146836024179356,
|
| 723 |
+
"recall": 0.8938238372962465,
|
| 724 |
+
"support": 13374.0
|
| 725 |
+
},
|
| 726 |
+
"eval_accuracy": 0.9102198509796707,
|
| 727 |
+
"eval_loss": 0.6390220522880554,
|
| 728 |
+
"eval_macro avg": {
|
| 729 |
+
"f1-score": 0.8721905464838953,
|
| 730 |
+
"precision": 0.8650435254675821,
|
| 731 |
+
"recall": 0.8799469970074799,
|
| 732 |
+
"support": 32613.0
|
| 733 |
+
},
|
| 734 |
+
"eval_runtime": 4.9309,
|
| 735 |
+
"eval_samples_per_second": 16.427,
|
| 736 |
+
"eval_steps_per_second": 2.231,
|
| 737 |
+
"eval_weighted avg": {
|
| 738 |
+
"f1-score": 0.9107494233350908,
|
| 739 |
+
"precision": 0.9115609681986994,
|
| 740 |
+
"recall": 0.9102198509796707,
|
| 741 |
+
"support": 32613.0
|
| 742 |
+
},
|
| 743 |
+
"step": 1296
|
| 744 |
+
},
|
| 745 |
+
{
|
| 746 |
+
"epoch": 17.0,
|
| 747 |
+
"eval_Claim": {
|
| 748 |
+
"f1-score": 0.6808510638297871,
|
| 749 |
+
"precision": 0.7280334728033473,
|
| 750 |
+
"recall": 0.6394120349104272,
|
| 751 |
+
"support": 4354.0
|
| 752 |
+
},
|
| 753 |
+
"eval_MajorClaim": {
|
| 754 |
+
"f1-score": 0.9149623250807319,
|
| 755 |
+
"precision": 0.9255226480836237,
|
| 756 |
+
"recall": 0.9046402724563644,
|
| 757 |
+
"support": 2349.0
|
| 758 |
+
},
|
| 759 |
+
"eval_O": {
|
| 760 |
+
"f1-score": 0.9999601132782897,
|
| 761 |
+
"precision": 1.0,
|
| 762 |
+
"recall": 0.9999202297383536,
|
| 763 |
+
"support": 12536.0
|
| 764 |
+
},
|
| 765 |
+
"eval_Premise": {
|
| 766 |
+
"f1-score": 0.9178984340699547,
|
| 767 |
+
"precision": 0.8986960882647944,
|
| 768 |
+
"recall": 0.9379392851802004,
|
| 769 |
+
"support": 13374.0
|
| 770 |
+
},
|
| 771 |
+
"eval_accuracy": 0.9195106245975532,
|
| 772 |
+
"eval_loss": 0.5812303423881531,
|
| 773 |
+
"eval_macro avg": {
|
| 774 |
+
"f1-score": 0.8784179840646908,
|
| 775 |
+
"precision": 0.8880630522879414,
|
| 776 |
+
"recall": 0.8704779555713364,
|
| 777 |
+
"support": 32613.0
|
| 778 |
+
},
|
| 779 |
+
"eval_runtime": 4.8888,
|
| 780 |
+
"eval_samples_per_second": 16.568,
|
| 781 |
+
"eval_steps_per_second": 2.25,
|
| 782 |
+
"eval_weighted avg": {
|
| 783 |
+
"f1-score": 0.9175833462373209,
|
| 784 |
+
"precision": 0.91678385690944,
|
| 785 |
+
"recall": 0.9195106245975532,
|
| 786 |
+
"support": 32613.0
|
| 787 |
+
},
|
| 788 |
+
"step": 1377
|
| 789 |
+
},
|
| 790 |
+
{
|
| 791 |
+
"epoch": 18.0,
|
| 792 |
+
"eval_Claim": {
|
| 793 |
+
"f1-score": 0.6756586411193748,
|
| 794 |
+
"precision": 0.7488125174629785,
|
| 795 |
+
"recall": 0.6155259531465319,
|
| 796 |
+
"support": 4354.0
|
| 797 |
+
},
|
| 798 |
+
"eval_MajorClaim": {
|
| 799 |
+
"f1-score": 0.9198384010206252,
|
| 800 |
+
"precision": 0.9188615123194562,
|
| 801 |
+
"recall": 0.9208173690932312,
|
| 802 |
+
"support": 2349.0
|
| 803 |
+
},
|
| 804 |
+
"eval_O": {
|
| 805 |
+
"f1-score": 0.9999202297383536,
|
| 806 |
+
"precision": 0.9999202297383536,
|
| 807 |
+
"recall": 0.9999202297383536,
|
| 808 |
+
"support": 12536.0
|
| 809 |
+
},
|
| 810 |
+
"eval_Premise": {
|
| 811 |
+
"f1-score": 0.9191801729776873,
|
| 812 |
+
"precision": 0.8941600678733032,
|
| 813 |
+
"recall": 0.9456407955735008,
|
| 814 |
+
"support": 13374.0
|
| 815 |
+
},
|
| 816 |
+
"eval_accuracy": 0.9206451415079876,
|
| 817 |
+
"eval_loss": 0.5839426517486572,
|
| 818 |
+
"eval_macro avg": {
|
| 819 |
+
"f1-score": 0.8786493612140102,
|
| 820 |
+
"precision": 0.8904385818485229,
|
| 821 |
+
"recall": 0.8704760868879043,
|
| 822 |
+
"support": 32613.0
|
| 823 |
+
},
|
| 824 |
+
"eval_runtime": 4.8961,
|
| 825 |
+
"eval_samples_per_second": 16.544,
|
| 826 |
+
"eval_steps_per_second": 2.247,
|
| 827 |
+
"eval_weighted avg": {
|
| 828 |
+
"f1-score": 0.9177516254510409,
|
| 829 |
+
"precision": 0.9171873835957982,
|
| 830 |
+
"recall": 0.9206451415079876,
|
| 831 |
+
"support": 32613.0
|
| 832 |
+
},
|
| 833 |
+
"step": 1458
|
| 834 |
+
},
|
| 835 |
+
{
|
| 836 |
+
"epoch": 18.52,
|
| 837 |
+
"grad_norm": 6.301952838897705,
|
| 838 |
+
"learning_rate": 1.2592592592592593e-05,
|
| 839 |
+
"loss": 0.0099,
|
| 840 |
+
"step": 1500
|
| 841 |
+
},
|
| 842 |
+
{
|
| 843 |
+
"epoch": 19.0,
|
| 844 |
+
"eval_Claim": {
|
| 845 |
+
"f1-score": 0.6969172151021822,
|
| 846 |
+
"precision": 0.7007197585326214,
|
| 847 |
+
"recall": 0.6931557188791916,
|
| 848 |
+
"support": 4354.0
|
| 849 |
+
},
|
| 850 |
+
"eval_MajorClaim": {
|
| 851 |
+
"f1-score": 0.93473143590841,
|
| 852 |
+
"precision": 0.9397590361445783,
|
| 853 |
+
"recall": 0.929757343550447,
|
| 854 |
+
"support": 2349.0
|
| 855 |
+
},
|
| 856 |
+
"eval_O": {
|
| 857 |
+
"f1-score": 0.9999601132782897,
|
| 858 |
+
"precision": 1.0,
|
| 859 |
+
"recall": 0.9999202297383536,
|
| 860 |
+
"support": 12536.0
|
| 861 |
+
},
|
| 862 |
+
"eval_Premise": {
|
| 863 |
+
"f1-score": 0.9126430781850042,
|
| 864 |
+
"precision": 0.9101658362460028,
|
| 865 |
+
"recall": 0.9151338417825632,
|
| 866 |
+
"support": 13374.0
|
| 867 |
+
},
|
| 868 |
+
"eval_accuracy": 0.9191426731671419,
|
| 869 |
+
"eval_loss": 0.6210956573486328,
|
| 870 |
+
"eval_macro avg": {
|
| 871 |
+
"f1-score": 0.8860629606184716,
|
| 872 |
+
"precision": 0.8876611577308006,
|
| 873 |
+
"recall": 0.8844917834876388,
|
| 874 |
+
"support": 32613.0
|
| 875 |
+
},
|
| 876 |
+
"eval_runtime": 4.8804,
|
| 877 |
+
"eval_samples_per_second": 16.597,
|
| 878 |
+
"eval_steps_per_second": 2.254,
|
| 879 |
+
"eval_weighted avg": {
|
| 880 |
+
"f1-score": 0.9189970320181106,
|
| 881 |
+
"precision": 0.9188662710731514,
|
| 882 |
+
"recall": 0.9191426731671419,
|
| 883 |
+
"support": 32613.0
|
| 884 |
+
},
|
| 885 |
+
"step": 1539
|
| 886 |
+
},
|
| 887 |
+
{
|
| 888 |
+
"epoch": 20.0,
|
| 889 |
+
"eval_Claim": {
|
| 890 |
+
"f1-score": 0.6770349931017183,
|
| 891 |
+
"precision": 0.7457861287648522,
|
| 892 |
+
"recall": 0.6198897565457051,
|
| 893 |
+
"support": 4354.0
|
| 894 |
+
},
|
| 895 |
+
"eval_MajorClaim": {
|
| 896 |
+
"f1-score": 0.933418150975403,
|
| 897 |
+
"precision": 0.9298690325306295,
|
| 898 |
+
"recall": 0.9369944657300979,
|
| 899 |
+
"support": 2349.0
|
| 900 |
+
},
|
| 901 |
+
"eval_O": {
|
| 902 |
+
"f1-score": 0.9999601132782897,
|
| 903 |
+
"precision": 1.0,
|
| 904 |
+
"recall": 0.9999202297383536,
|
| 905 |
+
"support": 12536.0
|
| 906 |
+
},
|
| 907 |
+
"eval_Premise": {
|
| 908 |
+
"f1-score": 0.916624189907522,
|
| 909 |
+
"precision": 0.8932727788816349,
|
| 910 |
+
"recall": 0.9412292507851054,
|
| 911 |
+
"support": 13374.0
|
| 912 |
+
},
|
| 913 |
+
"eval_accuracy": 0.9205838162695857,
|
| 914 |
+
"eval_loss": 0.6079531311988831,
|
| 915 |
+
"eval_macro avg": {
|
| 916 |
+
"f1-score": 0.8817593618157333,
|
| 917 |
+
"precision": 0.8922319850442791,
|
| 918 |
+
"recall": 0.8745084256998155,
|
| 919 |
+
"support": 32613.0
|
| 920 |
+
},
|
| 921 |
+
"eval_runtime": 4.8699,
|
| 922 |
+
"eval_samples_per_second": 16.633,
|
| 923 |
+
"eval_steps_per_second": 2.259,
|
| 924 |
+
"eval_weighted avg": {
|
| 925 |
+
"f1-score": 0.9178806455243597,
|
| 926 |
+
"precision": 0.9172429800024408,
|
| 927 |
+
"recall": 0.9205838162695857,
|
| 928 |
+
"support": 32613.0
|
| 929 |
+
},
|
| 930 |
+
"step": 1620
|
| 931 |
+
},
|
| 932 |
+
{
|
| 933 |
+
"epoch": 21.0,
|
| 934 |
+
"eval_Claim": {
|
| 935 |
+
"f1-score": 0.6940774487471526,
|
| 936 |
+
"precision": 0.6884319927699954,
|
| 937 |
+
"recall": 0.6998162609095085,
|
| 938 |
+
"support": 4354.0
|
| 939 |
+
},
|
| 940 |
+
"eval_MajorClaim": {
|
| 941 |
+
"f1-score": 0.9116146152275975,
|
| 942 |
+
"precision": 0.875686274509804,
|
| 943 |
+
"recall": 0.9506172839506173,
|
| 944 |
+
"support": 2349.0
|
| 945 |
+
},
|
| 946 |
+
"eval_O": {
|
| 947 |
+
"f1-score": 0.999960116459937,
|
| 948 |
+
"precision": 0.9999202361011407,
|
| 949 |
+
"recall": 1.0,
|
| 950 |
+
"support": 12536.0
|
| 951 |
+
},
|
| 952 |
+
"eval_Premise": {
|
| 953 |
+
"f1-score": 0.9093450177532674,
|
| 954 |
+
"precision": 0.9188549618320611,
|
| 955 |
+
"recall": 0.9000299087782264,
|
| 956 |
+
"support": 13374.0
|
| 957 |
+
},
|
| 958 |
+
"eval_accuracy": 0.9153711710054273,
|
| 959 |
+
"eval_loss": 0.641860842704773,
|
| 960 |
+
"eval_macro avg": {
|
| 961 |
+
"f1-score": 0.8787492995469885,
|
| 962 |
+
"precision": 0.8707233663032503,
|
| 963 |
+
"recall": 0.8876158634095881,
|
| 964 |
+
"support": 32613.0
|
| 965 |
+
},
|
| 966 |
+
"eval_runtime": 4.8748,
|
| 967 |
+
"eval_samples_per_second": 16.616,
|
| 968 |
+
"eval_steps_per_second": 2.257,
|
| 969 |
+
"eval_weighted avg": {
|
| 970 |
+
"f1-score": 0.9156004118108944,
|
| 971 |
+
"precision": 0.916143448767362,
|
| 972 |
+
"recall": 0.9153711710054273,
|
| 973 |
+
"support": 32613.0
|
| 974 |
+
},
|
| 975 |
+
"step": 1701
|
| 976 |
+
},
|
| 977 |
+
{
|
| 978 |
+
"epoch": 22.0,
|
| 979 |
+
"eval_Claim": {
|
| 980 |
+
"f1-score": 0.6900875325289804,
|
| 981 |
+
"precision": 0.7114634146341463,
|
| 982 |
+
"recall": 0.6699586587046394,
|
| 983 |
+
"support": 4354.0
|
| 984 |
+
},
|
| 985 |
+
"eval_MajorClaim": {
|
| 986 |
+
"f1-score": 0.9227146221365875,
|
| 987 |
+
"precision": 0.9280792420327304,
|
| 988 |
+
"recall": 0.9174116645381013,
|
| 989 |
+
"support": 2349.0
|
| 990 |
+
},
|
| 991 |
+
"eval_O": {
|
| 992 |
+
"f1-score": 0.999960116459937,
|
| 993 |
+
"precision": 0.9999202361011407,
|
| 994 |
+
"recall": 1.0,
|
| 995 |
+
"support": 12536.0
|
| 996 |
+
},
|
| 997 |
+
"eval_Premise": {
|
| 998 |
+
"f1-score": 0.9152730501701939,
|
| 999 |
+
"precision": 0.9058883843562326,
|
| 1000 |
+
"recall": 0.9248541947061463,
|
| 1001 |
+
"support": 13374.0
|
| 1002 |
+
},
|
| 1003 |
+
"eval_accuracy": 0.9191733357863429,
|
| 1004 |
+
"eval_loss": 0.6659213304519653,
|
| 1005 |
+
"eval_macro avg": {
|
| 1006 |
+
"f1-score": 0.8820088303239246,
|
| 1007 |
+
"precision": 0.8863378192810625,
|
| 1008 |
+
"recall": 0.8780561294872218,
|
| 1009 |
+
"support": 32613.0
|
| 1010 |
+
},
|
| 1011 |
+
"eval_runtime": 4.8738,
|
| 1012 |
+
"eval_samples_per_second": 16.62,
|
| 1013 |
+
"eval_steps_per_second": 2.257,
|
| 1014 |
+
"eval_weighted avg": {
|
| 1015 |
+
"f1-score": 0.9182982110492126,
|
| 1016 |
+
"precision": 0.91767458311091,
|
| 1017 |
+
"recall": 0.9191733357863429,
|
| 1018 |
+
"support": 32613.0
|
| 1019 |
+
},
|
| 1020 |
+
"step": 1782
|
| 1021 |
+
},
|
| 1022 |
+
{
|
| 1023 |
+
"epoch": 23.0,
|
| 1024 |
+
"eval_Claim": {
|
| 1025 |
+
"f1-score": 0.6811174220470616,
|
| 1026 |
+
"precision": 0.6875731336297684,
|
| 1027 |
+
"recall": 0.6747818098300413,
|
| 1028 |
+
"support": 4354.0
|
| 1029 |
+
},
|
| 1030 |
+
"eval_MajorClaim": {
|
| 1031 |
+
"f1-score": 0.9136502398604448,
|
| 1032 |
+
"precision": 0.9365221278497988,
|
| 1033 |
+
"recall": 0.8918688803746275,
|
| 1034 |
+
"support": 2349.0
|
| 1035 |
+
},
|
| 1036 |
+
"eval_O": {
|
| 1037 |
+
"f1-score": 0.9999601132782897,
|
| 1038 |
+
"precision": 1.0,
|
| 1039 |
+
"recall": 0.9999202297383536,
|
| 1040 |
+
"support": 12536.0
|
| 1041 |
+
},
|
| 1042 |
+
"eval_Premise": {
|
| 1043 |
+
"f1-score": 0.9115136218543538,
|
| 1044 |
+
"precision": 0.9049970518867925,
|
| 1045 |
+
"recall": 0.9181247196052041,
|
| 1046 |
+
"support": 13374.0
|
| 1047 |
+
},
|
| 1048 |
+
"eval_accuracy": 0.9151871952902217,
|
| 1049 |
+
"eval_loss": 0.6351564526557922,
|
| 1050 |
+
"eval_macro avg": {
|
| 1051 |
+
"f1-score": 0.8765603492600376,
|
| 1052 |
+
"precision": 0.88227307834159,
|
| 1053 |
+
"recall": 0.8711739098870567,
|
| 1054 |
+
"support": 32613.0
|
| 1055 |
+
},
|
| 1056 |
+
"eval_runtime": 4.8784,
|
| 1057 |
+
"eval_samples_per_second": 16.604,
|
| 1058 |
+
"eval_steps_per_second": 2.255,
|
| 1059 |
+
"eval_weighted avg": {
|
| 1060 |
+
"f1-score": 0.9149061057787342,
|
| 1061 |
+
"precision": 0.9147583624345246,
|
| 1062 |
+
"recall": 0.9151871952902217,
|
| 1063 |
+
"support": 32613.0
|
| 1064 |
+
},
|
| 1065 |
+
"step": 1863
|
| 1066 |
+
},
|
| 1067 |
+
{
|
| 1068 |
+
"epoch": 24.0,
|
| 1069 |
+
"eval_Claim": {
|
| 1070 |
+
"f1-score": 0.6994498708880655,
|
| 1071 |
+
"precision": 0.6841642872831101,
|
| 1072 |
+
"recall": 0.7154340836012861,
|
| 1073 |
+
"support": 4354.0
|
| 1074 |
+
},
|
| 1075 |
+
"eval_MajorClaim": {
|
| 1076 |
+
"f1-score": 0.9161639276055753,
|
| 1077 |
+
"precision": 0.8958502847843776,
|
| 1078 |
+
"recall": 0.9374201787994891,
|
| 1079 |
+
"support": 2349.0
|
| 1080 |
+
},
|
| 1081 |
+
"eval_O": {
|
| 1082 |
+
"f1-score": 0.9999601132782897,
|
| 1083 |
+
"precision": 1.0,
|
| 1084 |
+
"recall": 0.9999202297383536,
|
| 1085 |
+
"support": 12536.0
|
| 1086 |
+
},
|
| 1087 |
+
"eval_Premise": {
|
| 1088 |
+
"f1-score": 0.9120683786543625,
|
| 1089 |
+
"precision": 0.9227825820769878,
|
| 1090 |
+
"recall": 0.9016001196351129,
|
| 1091 |
+
"support": 13374.0
|
| 1092 |
+
},
|
| 1093 |
+
"eval_accuracy": 0.9171189402998804,
|
| 1094 |
+
"eval_loss": 0.6426755785942078,
|
| 1095 |
+
"eval_macro avg": {
|
| 1096 |
+
"f1-score": 0.8819105726065732,
|
| 1097 |
+
"precision": 0.8756992885361189,
|
| 1098 |
+
"recall": 0.8885936529435605,
|
| 1099 |
+
"support": 32613.0
|
| 1100 |
+
},
|
| 1101 |
+
"eval_runtime": 4.8958,
|
| 1102 |
+
"eval_samples_per_second": 16.545,
|
| 1103 |
+
"eval_steps_per_second": 2.247,
|
| 1104 |
+
"eval_weighted avg": {
|
| 1105 |
+
"f1-score": 0.9177621279849207,
|
| 1106 |
+
"precision": 0.9186673375183761,
|
| 1107 |
+
"recall": 0.9171189402998804,
|
| 1108 |
+
"support": 32613.0
|
| 1109 |
+
},
|
| 1110 |
+
"step": 1944
|
| 1111 |
+
},
|
| 1112 |
+
{
|
| 1113 |
+
"epoch": 24.69,
|
| 1114 |
+
"grad_norm": 0.09022147953510284,
|
| 1115 |
+
"learning_rate": 1.0123456790123458e-05,
|
| 1116 |
+
"loss": 0.0049,
|
| 1117 |
+
"step": 2000
|
| 1118 |
+
},
|
| 1119 |
+
{
|
| 1120 |
+
"epoch": 25.0,
|
| 1121 |
+
"eval_Claim": {
|
| 1122 |
+
"f1-score": 0.7043327556325824,
|
| 1123 |
+
"precision": 0.708672401767031,
|
| 1124 |
+
"recall": 0.7000459347726229,
|
| 1125 |
+
"support": 4354.0
|
| 1126 |
+
},
|
| 1127 |
+
"eval_MajorClaim": {
|
| 1128 |
+
"f1-score": 0.9363867684478372,
|
| 1129 |
+
"precision": 0.9328263624841572,
|
| 1130 |
+
"recall": 0.9399744572158365,
|
| 1131 |
+
"support": 2349.0
|
| 1132 |
+
},
|
| 1133 |
+
"eval_O": {
|
| 1134 |
+
"f1-score": 1.0,
|
| 1135 |
+
"precision": 1.0,
|
| 1136 |
+
"recall": 1.0,
|
| 1137 |
+
"support": 12536.0
|
| 1138 |
+
},
|
| 1139 |
+
"eval_Premise": {
|
| 1140 |
+
"f1-score": 0.9144606653474219,
|
| 1141 |
+
"precision": 0.9132672085912447,
|
| 1142 |
+
"recall": 0.9156572454015254,
|
| 1143 |
+
"support": 13374.0
|
| 1144 |
+
},
|
| 1145 |
+
"eval_accuracy": 0.9210437555575998,
|
| 1146 |
+
"eval_loss": 0.6521892547607422,
|
| 1147 |
+
"eval_macro avg": {
|
| 1148 |
+
"f1-score": 0.8887950473569604,
|
| 1149 |
+
"precision": 0.8886914932106081,
|
| 1150 |
+
"recall": 0.8889194093474961,
|
| 1151 |
+
"support": 32613.0
|
| 1152 |
+
},
|
| 1153 |
+
"eval_runtime": 4.8719,
|
| 1154 |
+
"eval_samples_per_second": 16.626,
|
| 1155 |
+
"eval_steps_per_second": 2.258,
|
| 1156 |
+
"eval_weighted avg": {
|
| 1157 |
+
"f1-score": 0.9208669633417549,
|
| 1158 |
+
"precision": 0.9207004694590575,
|
| 1159 |
+
"recall": 0.9210437555575998,
|
| 1160 |
+
"support": 32613.0
|
| 1161 |
+
},
|
| 1162 |
+
"step": 2025
|
| 1163 |
+
},
|
| 1164 |
+
{
|
| 1165 |
+
"epoch": 26.0,
|
| 1166 |
+
"eval_Claim": {
|
| 1167 |
+
"f1-score": 0.70013357079252,
|
| 1168 |
+
"precision": 0.6792656587473002,
|
| 1169 |
+
"recall": 0.7223242994947175,
|
| 1170 |
+
"support": 4354.0
|
| 1171 |
+
},
|
| 1172 |
+
"eval_MajorClaim": {
|
| 1173 |
+
"f1-score": 0.9349714043634824,
|
| 1174 |
+
"precision": 0.9304384485666105,
|
| 1175 |
+
"recall": 0.9395487441464453,
|
| 1176 |
+
"support": 2349.0
|
| 1177 |
+
},
|
| 1178 |
+
"eval_O": {
|
| 1179 |
+
"f1-score": 1.0,
|
| 1180 |
+
"precision": 1.0,
|
| 1181 |
+
"recall": 1.0,
|
| 1182 |
+
"support": 12536.0
|
| 1183 |
+
},
|
| 1184 |
+
"eval_Premise": {
|
| 1185 |
+
"f1-score": 0.9075579416991192,
|
| 1186 |
+
"precision": 0.9179349904397706,
|
| 1187 |
+
"recall": 0.8974128906834156,
|
| 1188 |
+
"support": 13374.0
|
| 1189 |
+
},
|
| 1190 |
+
"eval_accuracy": 0.9165056879158617,
|
| 1191 |
+
"eval_loss": 0.6482347846031189,
|
| 1192 |
+
"eval_macro avg": {
|
| 1193 |
+
"f1-score": 0.8856657292137804,
|
| 1194 |
+
"precision": 0.8819097744384202,
|
| 1195 |
+
"recall": 0.8898214835811445,
|
| 1196 |
+
"support": 32613.0
|
| 1197 |
+
},
|
| 1198 |
+
"eval_runtime": 4.9087,
|
| 1199 |
+
"eval_samples_per_second": 16.501,
|
| 1200 |
+
"eval_steps_per_second": 2.241,
|
| 1201 |
+
"eval_weighted avg": {
|
| 1202 |
+
"f1-score": 0.9173737254580834,
|
| 1203 |
+
"precision": 0.9185167005798364,
|
| 1204 |
+
"recall": 0.9165056879158617,
|
| 1205 |
+
"support": 32613.0
|
| 1206 |
+
},
|
| 1207 |
+
"step": 2106
|
| 1208 |
+
},
|
| 1209 |
+
{
|
| 1210 |
+
"epoch": 27.0,
|
| 1211 |
+
"eval_Claim": {
|
| 1212 |
+
"f1-score": 0.6918882072256305,
|
| 1213 |
+
"precision": 0.6845773381294964,
|
| 1214 |
+
"recall": 0.6993569131832797,
|
| 1215 |
+
"support": 4354.0
|
| 1216 |
+
},
|
| 1217 |
+
"eval_MajorClaim": {
|
| 1218 |
+
"f1-score": 0.9247223364870424,
|
| 1219 |
+
"precision": 0.8945483485873458,
|
| 1220 |
+
"recall": 0.9570029799914858,
|
| 1221 |
+
"support": 2349.0
|
| 1222 |
+
},
|
| 1223 |
+
"eval_O": {
|
| 1224 |
+
"f1-score": 1.0,
|
| 1225 |
+
"precision": 1.0,
|
| 1226 |
+
"recall": 1.0,
|
| 1227 |
+
"support": 12536.0
|
| 1228 |
+
},
|
| 1229 |
+
"eval_Premise": {
|
| 1230 |
+
"f1-score": 0.9091732729331824,
|
| 1231 |
+
"precision": 0.9181152790484904,
|
| 1232 |
+
"recall": 0.9004037685060565,
|
| 1233 |
+
"support": 13374.0
|
| 1234 |
+
},
|
| 1235 |
+
"eval_accuracy": 0.9159230981510441,
|
| 1236 |
+
"eval_loss": 0.6850813627243042,
|
| 1237 |
+
"eval_macro avg": {
|
| 1238 |
+
"f1-score": 0.8814459541614638,
|
| 1239 |
+
"precision": 0.8743102414413331,
|
| 1240 |
+
"recall": 0.8891909154202055,
|
| 1241 |
+
"support": 32613.0
|
| 1242 |
+
},
|
| 1243 |
+
"eval_runtime": 4.8749,
|
| 1244 |
+
"eval_samples_per_second": 16.616,
|
| 1245 |
+
"eval_steps_per_second": 2.256,
|
| 1246 |
+
"eval_weighted avg": {
|
| 1247 |
+
"f1-score": 0.9161971414735486,
|
| 1248 |
+
"precision": 0.9167147316420451,
|
| 1249 |
+
"recall": 0.9159230981510441,
|
| 1250 |
+
"support": 32613.0
|
| 1251 |
+
},
|
| 1252 |
+
"step": 2187
|
| 1253 |
+
},
|
| 1254 |
+
{
|
| 1255 |
+
"epoch": 28.0,
|
| 1256 |
+
"eval_Claim": {
|
| 1257 |
+
"f1-score": 0.6900420757363254,
|
| 1258 |
+
"precision": 0.7025226082817706,
|
| 1259 |
+
"recall": 0.6779972439136426,
|
| 1260 |
+
"support": 4354.0
|
| 1261 |
+
},
|
| 1262 |
+
"eval_MajorClaim": {
|
| 1263 |
+
"f1-score": 0.9335321687260333,
|
| 1264 |
+
"precision": 0.9343283582089552,
|
| 1265 |
+
"recall": 0.9327373350361856,
|
| 1266 |
+
"support": 2349.0
|
| 1267 |
+
},
|
| 1268 |
+
"eval_O": {
|
| 1269 |
+
"f1-score": 1.0,
|
| 1270 |
+
"precision": 1.0,
|
| 1271 |
+
"recall": 1.0,
|
| 1272 |
+
"support": 12536.0
|
| 1273 |
+
},
|
| 1274 |
+
"eval_Premise": {
|
| 1275 |
+
"f1-score": 0.9118346714243236,
|
| 1276 |
+
"precision": 0.9065779748706578,
|
| 1277 |
+
"recall": 0.9171526843128458,
|
| 1278 |
+
"support": 13374.0
|
| 1279 |
+
},
|
| 1280 |
+
"eval_accuracy": 0.9181921319719131,
|
| 1281 |
+
"eval_loss": 0.6860224604606628,
|
| 1282 |
+
"eval_macro avg": {
|
| 1283 |
+
"f1-score": 0.8838522289716705,
|
| 1284 |
+
"precision": 0.8858572353403459,
|
| 1285 |
+
"recall": 0.8819718158156685,
|
| 1286 |
+
"support": 32613.0
|
| 1287 |
+
},
|
| 1288 |
+
"eval_runtime": 4.8824,
|
| 1289 |
+
"eval_samples_per_second": 16.59,
|
| 1290 |
+
"eval_steps_per_second": 2.253,
|
| 1291 |
+
"eval_weighted avg": {
|
| 1292 |
+
"f1-score": 0.9176766061914672,
|
| 1293 |
+
"precision": 0.9172444910254145,
|
| 1294 |
+
"recall": 0.9181921319719131,
|
| 1295 |
+
"support": 32613.0
|
| 1296 |
+
},
|
| 1297 |
+
"step": 2268
|
| 1298 |
+
},
|
| 1299 |
+
{
|
| 1300 |
+
"epoch": 29.0,
|
| 1301 |
+
"eval_Claim": {
|
| 1302 |
+
"f1-score": 0.702871276481342,
|
| 1303 |
+
"precision": 0.6608695652173913,
|
| 1304 |
+
"recall": 0.7505741846577859,
|
| 1305 |
+
"support": 4354.0
|
| 1306 |
+
},
|
| 1307 |
+
"eval_MajorClaim": {
|
| 1308 |
+
"f1-score": 0.9320307628351693,
|
| 1309 |
+
"precision": 0.9106417546709992,
|
| 1310 |
+
"recall": 0.9544487015751384,
|
| 1311 |
+
"support": 2349.0
|
| 1312 |
+
},
|
| 1313 |
+
"eval_O": {
|
| 1314 |
+
"f1-score": 0.9999601132782897,
|
| 1315 |
+
"precision": 1.0,
|
| 1316 |
+
"recall": 0.9999202297383536,
|
| 1317 |
+
"support": 12536.0
|
| 1318 |
+
},
|
| 1319 |
+
"eval_Premise": {
|
| 1320 |
+
"f1-score": 0.9048953733922058,
|
| 1321 |
+
"precision": 0.9299976323889195,
|
| 1322 |
+
"recall": 0.8811126065500224,
|
| 1323 |
+
"support": 13374.0
|
| 1324 |
+
},
|
| 1325 |
+
"eval_accuracy": 0.9146352681446049,
|
| 1326 |
+
"eval_loss": 0.7058882713317871,
|
| 1327 |
+
"eval_macro avg": {
|
| 1328 |
+
"f1-score": 0.8849393814967517,
|
| 1329 |
+
"precision": 0.8753772380693275,
|
| 1330 |
+
"recall": 0.8965139306303251,
|
| 1331 |
+
"support": 32613.0
|
| 1332 |
+
},
|
| 1333 |
+
"eval_runtime": 4.8777,
|
| 1334 |
+
"eval_samples_per_second": 16.606,
|
| 1335 |
+
"eval_steps_per_second": 2.255,
|
| 1336 |
+
"eval_weighted avg": {
|
| 1337 |
+
"f1-score": 0.9164202159722681,
|
| 1338 |
+
"precision": 0.9195815136371419,
|
| 1339 |
+
"recall": 0.9146352681446049,
|
| 1340 |
+
"support": 32613.0
|
| 1341 |
+
},
|
| 1342 |
+
"step": 2349
|
| 1343 |
+
},
|
| 1344 |
+
{
|
| 1345 |
+
"epoch": 30.0,
|
| 1346 |
+
"eval_Claim": {
|
| 1347 |
+
"f1-score": 0.6935711954748178,
|
| 1348 |
+
"precision": 0.658813804505063,
|
| 1349 |
+
"recall": 0.7322002756086358,
|
| 1350 |
+
"support": 4354.0
|
| 1351 |
+
},
|
| 1352 |
+
"eval_MajorClaim": {
|
| 1353 |
+
"f1-score": 0.9355112431056427,
|
| 1354 |
+
"precision": 0.9323467230443975,
|
| 1355 |
+
"recall": 0.9386973180076629,
|
| 1356 |
+
"support": 2349.0
|
| 1357 |
+
},
|
| 1358 |
+
"eval_O": {
|
| 1359 |
+
"f1-score": 0.9999601132782897,
|
| 1360 |
+
"precision": 1.0,
|
| 1361 |
+
"recall": 0.9999202297383536,
|
| 1362 |
+
"support": 12536.0
|
| 1363 |
+
},
|
| 1364 |
+
"eval_Premise": {
|
| 1365 |
+
"f1-score": 0.9033831149039927,
|
| 1366 |
+
"precision": 0.9209258971570607,
|
| 1367 |
+
"recall": 0.8864961866307761,
|
| 1368 |
+
"support": 13374.0
|
| 1369 |
+
},
|
| 1370 |
+
"eval_accuracy": 0.913255450280563,
|
| 1371 |
+
"eval_loss": 0.6731629967689514,
|
| 1372 |
+
"eval_macro avg": {
|
| 1373 |
+
"f1-score": 0.8831064166906858,
|
| 1374 |
+
"precision": 0.8780216061766303,
|
| 1375 |
+
"recall": 0.8893285024963571,
|
| 1376 |
+
"support": 32613.0
|
| 1377 |
+
},
|
| 1378 |
+
"eval_runtime": 4.9031,
|
| 1379 |
+
"eval_samples_per_second": 16.52,
|
| 1380 |
+
"eval_steps_per_second": 2.243,
|
| 1381 |
+
"eval_weighted avg": {
|
| 1382 |
+
"f1-score": 0.9148091452468388,
|
| 1383 |
+
"precision": 0.9171502378139044,
|
| 1384 |
+
"recall": 0.913255450280563,
|
| 1385 |
+
"support": 32613.0
|
| 1386 |
+
},
|
| 1387 |
+
"step": 2430
|
| 1388 |
+
},
|
| 1389 |
+
{
|
| 1390 |
+
"epoch": 30.86,
|
| 1391 |
+
"grad_norm": 0.004342585802078247,
|
| 1392 |
+
"learning_rate": 7.654320987654322e-06,
|
| 1393 |
+
"loss": 0.0026,
|
| 1394 |
+
"step": 2500
|
| 1395 |
+
},
|
| 1396 |
+
{
|
| 1397 |
+
"epoch": 31.0,
|
| 1398 |
+
"eval_Claim": {
|
| 1399 |
+
"f1-score": 0.7007920557985577,
|
| 1400 |
+
"precision": 0.7220462850182704,
|
| 1401 |
+
"recall": 0.6807533302710151,
|
| 1402 |
+
"support": 4354.0
|
| 1403 |
+
},
|
| 1404 |
+
"eval_MajorClaim": {
|
| 1405 |
+
"f1-score": 0.9436951402269322,
|
| 1406 |
+
"precision": 0.9491817398794143,
|
| 1407 |
+
"recall": 0.9382716049382716,
|
| 1408 |
+
"support": 2349.0
|
| 1409 |
+
},
|
| 1410 |
+
"eval_O": {
|
| 1411 |
+
"f1-score": 0.9999601132782897,
|
| 1412 |
+
"precision": 1.0,
|
| 1413 |
+
"recall": 0.9999202297383536,
|
| 1414 |
+
"support": 12536.0
|
| 1415 |
+
},
|
| 1416 |
+
"eval_Premise": {
|
| 1417 |
+
"f1-score": 0.9151526364477336,
|
| 1418 |
+
"precision": 0.9058677019998534,
|
| 1419 |
+
"recall": 0.9246298788694481,
|
| 1420 |
+
"support": 13374.0
|
| 1421 |
+
},
|
| 1422 |
+
"eval_accuracy": 0.9219942967528286,
|
| 1423 |
+
"eval_loss": 0.6748707294464111,
|
| 1424 |
+
"eval_macro avg": {
|
| 1425 |
+
"f1-score": 0.8898999864378783,
|
| 1426 |
+
"precision": 0.8942739317243846,
|
| 1427 |
+
"recall": 0.8858937609542722,
|
| 1428 |
+
"support": 32613.0
|
| 1429 |
+
},
|
| 1430 |
+
"eval_runtime": 4.8881,
|
| 1431 |
+
"eval_samples_per_second": 16.571,
|
| 1432 |
+
"eval_steps_per_second": 2.25,
|
| 1433 |
+
"eval_weighted avg": {
|
| 1434 |
+
"f1-score": 0.9211890913209031,
|
| 1435 |
+
"precision": 0.9206295673042141,
|
| 1436 |
+
"recall": 0.9219942967528286,
|
| 1437 |
+
"support": 32613.0
|
| 1438 |
+
},
|
| 1439 |
+
"step": 2511
|
| 1440 |
+
},
|
| 1441 |
+
{
|
| 1442 |
+
"epoch": 32.0,
|
| 1443 |
+
"eval_Claim": {
|
| 1444 |
+
"f1-score": 0.7010334054313868,
|
| 1445 |
+
"precision": 0.7351310483870968,
|
| 1446 |
+
"recall": 0.6699586587046394,
|
| 1447 |
+
"support": 4354.0
|
| 1448 |
+
},
|
| 1449 |
+
"eval_MajorClaim": {
|
| 1450 |
+
"f1-score": 0.9412010008340285,
|
| 1451 |
+
"precision": 0.9223539027380466,
|
| 1452 |
+
"recall": 0.9608343976160069,
|
| 1453 |
+
"support": 2349.0
|
| 1454 |
+
},
|
| 1455 |
+
"eval_O": {
|
| 1456 |
+
"f1-score": 0.9999601132782897,
|
| 1457 |
+
"precision": 1.0,
|
| 1458 |
+
"recall": 0.9999202297383536,
|
| 1459 |
+
"support": 12536.0
|
| 1460 |
+
},
|
| 1461 |
+
"eval_Premise": {
|
| 1462 |
+
"f1-score": 0.9177053667196804,
|
| 1463 |
+
"precision": 0.9079997072385274,
|
| 1464 |
+
"recall": 0.9276207566920891,
|
| 1465 |
+
"support": 13374.0
|
| 1466 |
+
},
|
| 1467 |
+
"eval_accuracy": 0.9234047772360715,
|
| 1468 |
+
"eval_loss": 0.7106999754905701,
|
| 1469 |
+
"eval_macro avg": {
|
| 1470 |
+
"f1-score": 0.8899749715658463,
|
| 1471 |
+
"precision": 0.8913711645909177,
|
| 1472 |
+
"recall": 0.8895835106877722,
|
| 1473 |
+
"support": 32613.0
|
| 1474 |
+
},
|
| 1475 |
+
"eval_runtime": 4.8986,
|
| 1476 |
+
"eval_samples_per_second": 16.535,
|
| 1477 |
+
"eval_steps_per_second": 2.246,
|
| 1478 |
+
"eval_weighted avg": {
|
| 1479 |
+
"f1-score": 0.9220884970034353,
|
| 1480 |
+
"precision": 0.9213184308961812,
|
| 1481 |
+
"recall": 0.9234047772360715,
|
| 1482 |
+
"support": 32613.0
|
| 1483 |
+
},
|
| 1484 |
+
"step": 2592
|
| 1485 |
+
},
|
| 1486 |
+
{
|
| 1487 |
+
"epoch": 33.0,
|
| 1488 |
+
"eval_Claim": {
|
| 1489 |
+
"f1-score": 0.711044912923923,
|
| 1490 |
+
"precision": 0.709419295839049,
|
| 1491 |
+
"recall": 0.7126779972439137,
|
| 1492 |
+
"support": 4354.0
|
| 1493 |
+
},
|
| 1494 |
+
"eval_MajorClaim": {
|
| 1495 |
+
"f1-score": 0.9253022452504318,
|
| 1496 |
+
"precision": 0.938677179150241,
|
| 1497 |
+
"recall": 0.9123031077054066,
|
| 1498 |
+
"support": 2349.0
|
| 1499 |
+
},
|
| 1500 |
+
"eval_O": {
|
| 1501 |
+
"f1-score": 0.9999601132782897,
|
| 1502 |
+
"precision": 1.0,
|
| 1503 |
+
"recall": 0.9999202297383536,
|
| 1504 |
+
"support": 12536.0
|
| 1505 |
+
},
|
| 1506 |
+
"eval_Premise": {
|
| 1507 |
+
"f1-score": 0.9179324500839708,
|
| 1508 |
+
"precision": 0.916325162059459,
|
| 1509 |
+
"recall": 0.9195453865709585,
|
| 1510 |
+
"support": 13374.0
|
| 1511 |
+
},
|
| 1512 |
+
"eval_accuracy": 0.9223009229448379,
|
| 1513 |
+
"eval_loss": 0.7237989902496338,
|
| 1514 |
+
"eval_macro avg": {
|
| 1515 |
+
"f1-score": 0.8885599303841538,
|
| 1516 |
+
"precision": 0.8911054092621873,
|
| 1517 |
+
"recall": 0.8861116803146581,
|
| 1518 |
+
"support": 32613.0
|
| 1519 |
+
},
|
| 1520 |
+
"eval_runtime": 4.8767,
|
| 1521 |
+
"eval_samples_per_second": 16.609,
|
| 1522 |
+
"eval_steps_per_second": 2.256,
|
| 1523 |
+
"eval_weighted avg": {
|
| 1524 |
+
"f1-score": 0.9223730749223835,
|
| 1525 |
+
"precision": 0.9224756086618937,
|
| 1526 |
+
"recall": 0.9223009229448379,
|
| 1527 |
+
"support": 32613.0
|
| 1528 |
+
},
|
| 1529 |
+
"step": 2673
|
| 1530 |
+
},
|
| 1531 |
+
{
|
| 1532 |
+
"epoch": 34.0,
|
| 1533 |
+
"eval_Claim": {
|
| 1534 |
+
"f1-score": 0.7148519468407553,
|
| 1535 |
+
"precision": 0.7258522727272727,
|
| 1536 |
+
"recall": 0.7041800643086816,
|
| 1537 |
+
"support": 4354.0
|
| 1538 |
+
},
|
| 1539 |
+
"eval_MajorClaim": {
|
| 1540 |
+
"f1-score": 0.9396058486967578,
|
| 1541 |
+
"precision": 0.9354430379746835,
|
| 1542 |
+
"recall": 0.9438058748403576,
|
| 1543 |
+
"support": 2349.0
|
| 1544 |
+
},
|
| 1545 |
+
"eval_O": {
|
| 1546 |
+
"f1-score": 0.9999601132782897,
|
| 1547 |
+
"precision": 1.0,
|
| 1548 |
+
"recall": 0.9999202297383536,
|
| 1549 |
+
"support": 12536.0
|
| 1550 |
+
},
|
| 1551 |
+
"eval_Premise": {
|
| 1552 |
+
"f1-score": 0.9186834462729914,
|
| 1553 |
+
"precision": 0.914936220706022,
|
| 1554 |
+
"recall": 0.9224614924480335,
|
| 1555 |
+
"support": 13374.0
|
| 1556 |
+
},
|
| 1557 |
+
"eval_accuracy": 0.9246312820041088,
|
| 1558 |
+
"eval_loss": 0.6951220035552979,
|
| 1559 |
+
"eval_macro avg": {
|
| 1560 |
+
"f1-score": 0.8932753387721986,
|
| 1561 |
+
"precision": 0.8940578828519945,
|
| 1562 |
+
"recall": 0.8925919153338566,
|
| 1563 |
+
"support": 32613.0
|
| 1564 |
+
},
|
| 1565 |
+
"eval_runtime": 4.9327,
|
| 1566 |
+
"eval_samples_per_second": 16.421,
|
| 1567 |
+
"eval_steps_per_second": 2.23,
|
| 1568 |
+
"eval_weighted avg": {
|
| 1569 |
+
"f1-score": 0.9242195414603059,
|
| 1570 |
+
"precision": 0.9238669704528689,
|
| 1571 |
+
"recall": 0.9246312820041088,
|
| 1572 |
+
"support": 32613.0
|
| 1573 |
+
},
|
| 1574 |
+
"step": 2754
|
| 1575 |
+
},
|
| 1576 |
+
{
|
| 1577 |
+
"epoch": 35.0,
|
| 1578 |
+
"eval_Claim": {
|
| 1579 |
+
"f1-score": 0.7058540110816671,
|
| 1580 |
+
"precision": 0.7421479229989868,
|
| 1581 |
+
"recall": 0.6729444189251264,
|
| 1582 |
+
"support": 4354.0
|
| 1583 |
+
},
|
| 1584 |
+
"eval_MajorClaim": {
|
| 1585 |
+
"f1-score": 0.939966414777498,
|
| 1586 |
+
"precision": 0.9271221532091097,
|
| 1587 |
+
"recall": 0.9531715623669647,
|
| 1588 |
+
"support": 2349.0
|
| 1589 |
+
},
|
| 1590 |
+
"eval_O": {
|
| 1591 |
+
"f1-score": 0.9999601132782897,
|
| 1592 |
+
"precision": 1.0,
|
| 1593 |
+
"recall": 0.9999202297383536,
|
| 1594 |
+
"support": 12536.0
|
| 1595 |
+
},
|
| 1596 |
+
"eval_Premise": {
|
| 1597 |
+
"f1-score": 0.9197091070176086,
|
| 1598 |
+
"precision": 0.9082756106452788,
|
| 1599 |
+
"recall": 0.9314341259159563,
|
| 1600 |
+
"support": 13374.0
|
| 1601 |
+
},
|
| 1602 |
+
"eval_accuracy": 0.9248152577193144,
|
| 1603 |
+
"eval_loss": 0.7126197814941406,
|
| 1604 |
+
"eval_macro avg": {
|
| 1605 |
+
"f1-score": 0.8913724115387659,
|
| 1606 |
+
"precision": 0.8943864217133439,
|
| 1607 |
+
"recall": 0.8893675842366002,
|
| 1608 |
+
"support": 32613.0
|
| 1609 |
+
},
|
| 1610 |
+
"eval_runtime": 4.9139,
|
| 1611 |
+
"eval_samples_per_second": 16.484,
|
| 1612 |
+
"eval_steps_per_second": 2.239,
|
| 1613 |
+
"eval_weighted avg": {
|
| 1614 |
+
"f1-score": 0.923464846836294,
|
| 1615 |
+
"precision": 0.9227118023915538,
|
| 1616 |
+
"recall": 0.9248152577193144,
|
| 1617 |
+
"support": 32613.0
|
| 1618 |
+
},
|
| 1619 |
+
"step": 2835
|
| 1620 |
+
},
|
| 1621 |
+
{
|
| 1622 |
+
"epoch": 36.0,
|
| 1623 |
+
"eval_Claim": {
|
| 1624 |
+
"f1-score": 0.7094183778822989,
|
| 1625 |
+
"precision": 0.7086866834746733,
|
| 1626 |
+
"recall": 0.7101515847496555,
|
| 1627 |
+
"support": 4354.0
|
| 1628 |
+
},
|
| 1629 |
+
"eval_MajorClaim": {
|
| 1630 |
+
"f1-score": 0.9417721518987342,
|
| 1631 |
+
"precision": 0.9335006273525721,
|
| 1632 |
+
"recall": 0.9501915708812261,
|
| 1633 |
+
"support": 2349.0
|
| 1634 |
+
},
|
| 1635 |
+
"eval_O": {
|
| 1636 |
+
"f1-score": 0.9999601132782897,
|
| 1637 |
+
"precision": 1.0,
|
| 1638 |
+
"recall": 0.9999202297383536,
|
| 1639 |
+
"support": 12536.0
|
| 1640 |
+
},
|
| 1641 |
+
"eval_Premise": {
|
| 1642 |
+
"f1-score": 0.9147501685519513,
|
| 1643 |
+
"precision": 0.9164665265685981,
|
| 1644 |
+
"recall": 0.9130402273067145,
|
| 1645 |
+
"support": 13374.0
|
| 1646 |
+
},
|
| 1647 |
+
"eval_accuracy": 0.9220249593720296,
|
| 1648 |
+
"eval_loss": 0.7317129373550415,
|
| 1649 |
+
"eval_macro avg": {
|
| 1650 |
+
"f1-score": 0.8914752029028185,
|
| 1651 |
+
"precision": 0.889663459348961,
|
| 1652 |
+
"recall": 0.8933259031689874,
|
| 1653 |
+
"support": 32613.0
|
| 1654 |
+
},
|
| 1655 |
+
"eval_runtime": 4.9011,
|
| 1656 |
+
"eval_samples_per_second": 16.527,
|
| 1657 |
+
"eval_steps_per_second": 2.244,
|
| 1658 |
+
"eval_weighted avg": {
|
| 1659 |
+
"f1-score": 0.9220371979388616,
|
| 1660 |
+
"precision": 0.9220629233688514,
|
| 1661 |
+
"recall": 0.9220249593720296,
|
| 1662 |
+
"support": 32613.0
|
| 1663 |
+
},
|
| 1664 |
+
"step": 2916
|
| 1665 |
+
},
|
| 1666 |
+
{
|
| 1667 |
+
"epoch": 37.0,
|
| 1668 |
+
"eval_Claim": {
|
| 1669 |
+
"f1-score": 0.7016791711325474,
|
| 1670 |
+
"precision": 0.7286668315607222,
|
| 1671 |
+
"recall": 0.6766192007349564,
|
| 1672 |
+
"support": 4354.0
|
| 1673 |
+
},
|
| 1674 |
+
"eval_MajorClaim": {
|
| 1675 |
+
"f1-score": 0.9388185654008439,
|
| 1676 |
+
"precision": 0.9305729820158929,
|
| 1677 |
+
"recall": 0.9472115793954874,
|
| 1678 |
+
"support": 2349.0
|
| 1679 |
+
},
|
| 1680 |
+
"eval_O": {
|
| 1681 |
+
"f1-score": 0.999960116459937,
|
| 1682 |
+
"precision": 0.9999202361011407,
|
| 1683 |
+
"recall": 1.0,
|
| 1684 |
+
"support": 12536.0
|
| 1685 |
+
},
|
| 1686 |
+
"eval_Premise": {
|
| 1687 |
+
"f1-score": 0.9166419899318923,
|
| 1688 |
+
"precision": 0.9076381762204955,
|
| 1689 |
+
"recall": 0.9258262299985046,
|
| 1690 |
+
"support": 13374.0
|
| 1691 |
+
},
|
| 1692 |
+
"eval_accuracy": 0.9226075491368473,
|
| 1693 |
+
"eval_loss": 0.741832971572876,
|
| 1694 |
+
"eval_macro avg": {
|
| 1695 |
+
"f1-score": 0.8892749607313051,
|
| 1696 |
+
"precision": 0.8916995564745628,
|
| 1697 |
+
"recall": 0.887414252532237,
|
| 1698 |
+
"support": 32613.0
|
| 1699 |
+
},
|
| 1700 |
+
"eval_runtime": 4.8986,
|
| 1701 |
+
"eval_samples_per_second": 16.535,
|
| 1702 |
+
"eval_steps_per_second": 2.246,
|
| 1703 |
+
"eval_weighted avg": {
|
| 1704 |
+
"f1-score": 0.9215670411961056,
|
| 1705 |
+
"precision": 0.9208684993072555,
|
| 1706 |
+
"recall": 0.9226075491368473,
|
| 1707 |
+
"support": 32613.0
|
| 1708 |
+
},
|
| 1709 |
+
"step": 2997
|
| 1710 |
+
}
|
| 1711 |
+
],
|
| 1712 |
+
"logging_steps": 500,
|
| 1713 |
+
"max_steps": 4050,
|
| 1714 |
+
"num_input_tokens_seen": 0,
|
| 1715 |
+
"num_train_epochs": 50,
|
| 1716 |
+
"save_steps": 500,
|
| 1717 |
+
"total_flos": 5303660803093800.0,
|
| 1718 |
+
"train_batch_size": 4,
|
| 1719 |
+
"trial_name": null,
|
| 1720 |
+
"trial_params": null
|
| 1721 |
+
}
|
checkpoint-2997/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3f40e108617f6f8082cc0f1a47e89121d861cfb2e77ef6b602a909d9b6ba8d15
|
| 3 |
+
size 4856
|
checkpoint-2997/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|