Training in progress, epoch 12, checkpoint
Browse files- checkpoint-492/config.json +57 -0
- checkpoint-492/merges.txt +0 -0
- checkpoint-492/model.safetensors +3 -0
- checkpoint-492/optimizer.pt +3 -0
- checkpoint-492/rng_state.pth +3 -0
- checkpoint-492/scheduler.pt +3 -0
- checkpoint-492/special_tokens_map.json +15 -0
- checkpoint-492/tokenizer.json +0 -0
- checkpoint-492/tokenizer_config.json +57 -0
- checkpoint-492/trainer_state.json +561 -0
- checkpoint-492/training_args.bin +3 -0
- checkpoint-492/vocab.json +0 -0
checkpoint-492/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": "4.37.2",
|
| 55 |
+
"type_vocab_size": 1,
|
| 56 |
+
"vocab_size": 50265
|
| 57 |
+
}
|
checkpoint-492/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-492/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:32e0f3665e357e9850bfc04afc3d109586a5d95f0f76c4fe44df576d2f7da2f4
|
| 3 |
+
size 592324828
|
checkpoint-492/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8ecb58cde0bfaec47430ba557738e4a5126a730fb6abce4c1cb3e59c810cb209
|
| 3 |
+
size 1014657786
|
checkpoint-492/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1c189466643703424c77db24cb1c70bb1b76b65752ddeeaa3d7bb424b6ea3dcb
|
| 3 |
+
size 14244
|
checkpoint-492/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e40ce765a2db50b61afa20f73544a6db3531a7c20a21e8ebd94c0459daeb642
|
| 3 |
+
size 1064
|
checkpoint-492/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-492/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-492/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-492/trainer_state.json
ADDED
|
@@ -0,0 +1,561 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 12.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 492,
|
| 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": 0.3472626289341444,
|
| 15 |
+
"precision": 0.3978787878787879,
|
| 16 |
+
"recall": 0.3080713280150164,
|
| 17 |
+
"support": 4262.0
|
| 18 |
+
},
|
| 19 |
+
"eval_MajorClaim": {
|
| 20 |
+
"f1-score": 0.5334239746204397,
|
| 21 |
+
"precision": 0.5235765124555161,
|
| 22 |
+
"recall": 0.54364896073903,
|
| 23 |
+
"support": 2165.0
|
| 24 |
+
},
|
| 25 |
+
"eval_O": {
|
| 26 |
+
"f1-score": 0.8390533194223273,
|
| 27 |
+
"precision": 0.9157377442167086,
|
| 28 |
+
"recall": 0.7742197000405351,
|
| 29 |
+
"support": 9868.0
|
| 30 |
+
},
|
| 31 |
+
"eval_Premise": {
|
| 32 |
+
"f1-score": 0.8562600940945159,
|
| 33 |
+
"precision": 0.7896134170821731,
|
| 34 |
+
"recall": 0.9351944167497508,
|
| 35 |
+
"support": 13039.0
|
| 36 |
+
},
|
| 37 |
+
"eval_accuracy": 0.7610281584509443,
|
| 38 |
+
"eval_loss": 0.6209574341773987,
|
| 39 |
+
"eval_macro avg": {
|
| 40 |
+
"f1-score": 0.6440000042678569,
|
| 41 |
+
"precision": 0.6567016154082965,
|
| 42 |
+
"recall": 0.6402836013860831,
|
| 43 |
+
"support": 29334.0
|
| 44 |
+
},
|
| 45 |
+
"eval_runtime": 1.3904,
|
| 46 |
+
"eval_samples_per_second": 57.539,
|
| 47 |
+
"eval_steps_per_second": 7.192,
|
| 48 |
+
"eval_weighted avg": {
|
| 49 |
+
"f1-score": 0.7526914076678427,
|
| 50 |
+
"precision": 0.7554909643645776,
|
| 51 |
+
"recall": 0.7610281584509443,
|
| 52 |
+
"support": 29334.0
|
| 53 |
+
},
|
| 54 |
+
"step": 41
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"epoch": 2.0,
|
| 58 |
+
"eval_Claim": {
|
| 59 |
+
"f1-score": 0.4196301564722618,
|
| 60 |
+
"precision": 0.5328757225433526,
|
| 61 |
+
"recall": 0.34608165180666356,
|
| 62 |
+
"support": 4262.0
|
| 63 |
+
},
|
| 64 |
+
"eval_MajorClaim": {
|
| 65 |
+
"f1-score": 0.6500777604976672,
|
| 66 |
+
"precision": 0.6262842465753424,
|
| 67 |
+
"recall": 0.6757505773672056,
|
| 68 |
+
"support": 2165.0
|
| 69 |
+
},
|
| 70 |
+
"eval_O": {
|
| 71 |
+
"f1-score": 0.8802794869120867,
|
| 72 |
+
"precision": 0.9066595059076262,
|
| 73 |
+
"recall": 0.8553911633563032,
|
| 74 |
+
"support": 9868.0
|
| 75 |
+
},
|
| 76 |
+
"eval_Premise": {
|
| 77 |
+
"f1-score": 0.8765692621338388,
|
| 78 |
+
"precision": 0.821313672922252,
|
| 79 |
+
"recall": 0.9397959966255081,
|
| 80 |
+
"support": 13039.0
|
| 81 |
+
},
|
| 82 |
+
"eval_accuracy": 0.8056521442694484,
|
| 83 |
+
"eval_loss": 0.5057439804077148,
|
| 84 |
+
"eval_macro avg": {
|
| 85 |
+
"f1-score": 0.7066391665039636,
|
| 86 |
+
"precision": 0.7217832869871433,
|
| 87 |
+
"recall": 0.7042548472889201,
|
| 88 |
+
"support": 29334.0
|
| 89 |
+
},
|
| 90 |
+
"eval_runtime": 1.3936,
|
| 91 |
+
"eval_samples_per_second": 57.406,
|
| 92 |
+
"eval_steps_per_second": 7.176,
|
| 93 |
+
"eval_weighted avg": {
|
| 94 |
+
"f1-score": 0.7947114837449316,
|
| 95 |
+
"precision": 0.7937221895699558,
|
| 96 |
+
"recall": 0.8056521442694484,
|
| 97 |
+
"support": 29334.0
|
| 98 |
+
},
|
| 99 |
+
"step": 82
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 3.0,
|
| 103 |
+
"eval_Claim": {
|
| 104 |
+
"f1-score": 0.5597184377838329,
|
| 105 |
+
"precision": 0.542234931808183,
|
| 106 |
+
"recall": 0.5783669638667293,
|
| 107 |
+
"support": 4262.0
|
| 108 |
+
},
|
| 109 |
+
"eval_MajorClaim": {
|
| 110 |
+
"f1-score": 0.7123406094661768,
|
| 111 |
+
"precision": 0.669374492282697,
|
| 112 |
+
"recall": 0.7612009237875289,
|
| 113 |
+
"support": 2165.0
|
| 114 |
+
},
|
| 115 |
+
"eval_O": {
|
| 116 |
+
"f1-score": 0.896587330270019,
|
| 117 |
+
"precision": 0.9139037996000421,
|
| 118 |
+
"recall": 0.8799148763680583,
|
| 119 |
+
"support": 9868.0
|
| 120 |
+
},
|
| 121 |
+
"eval_Premise": {
|
| 122 |
+
"f1-score": 0.879910300030931,
|
| 123 |
+
"precision": 0.8872514619883041,
|
| 124 |
+
"recall": 0.8726896234373802,
|
| 125 |
+
"support": 13039.0
|
| 126 |
+
},
|
| 127 |
+
"eval_accuracy": 0.8241289970682485,
|
| 128 |
+
"eval_loss": 0.47074389457702637,
|
| 129 |
+
"eval_macro avg": {
|
| 130 |
+
"f1-score": 0.76213916938774,
|
| 131 |
+
"precision": 0.7531911714198065,
|
| 132 |
+
"recall": 0.7730430968649242,
|
| 133 |
+
"support": 29334.0
|
| 134 |
+
},
|
| 135 |
+
"eval_runtime": 1.3982,
|
| 136 |
+
"eval_samples_per_second": 57.218,
|
| 137 |
+
"eval_steps_per_second": 7.152,
|
| 138 |
+
"eval_weighted avg": {
|
| 139 |
+
"f1-score": 0.8266316076408545,
|
| 140 |
+
"precision": 0.8300087121591747,
|
| 141 |
+
"recall": 0.8241289970682485,
|
| 142 |
+
"support": 29334.0
|
| 143 |
+
},
|
| 144 |
+
"step": 123
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"epoch": 4.0,
|
| 148 |
+
"eval_Claim": {
|
| 149 |
+
"f1-score": 0.5578872907333177,
|
| 150 |
+
"precision": 0.5606635071090047,
|
| 151 |
+
"recall": 0.5551384326607227,
|
| 152 |
+
"support": 4262.0
|
| 153 |
+
},
|
| 154 |
+
"eval_MajorClaim": {
|
| 155 |
+
"f1-score": 0.7178253548231899,
|
| 156 |
+
"precision": 0.748995983935743,
|
| 157 |
+
"recall": 0.6891454965357968,
|
| 158 |
+
"support": 2165.0
|
| 159 |
+
},
|
| 160 |
+
"eval_O": {
|
| 161 |
+
"f1-score": 0.8866524874202418,
|
| 162 |
+
"precision": 0.9082793070464449,
|
| 163 |
+
"recall": 0.8660316173490069,
|
| 164 |
+
"support": 9868.0
|
| 165 |
+
},
|
| 166 |
+
"eval_Premise": {
|
| 167 |
+
"f1-score": 0.8822517942583731,
|
| 168 |
+
"precision": 0.8605702617953767,
|
| 169 |
+
"recall": 0.9050540685635402,
|
| 170 |
+
"support": 13039.0
|
| 171 |
+
},
|
| 172 |
+
"eval_accuracy": 0.8251517010977023,
|
| 173 |
+
"eval_loss": 0.49949103593826294,
|
| 174 |
+
"eval_macro avg": {
|
| 175 |
+
"f1-score": 0.7611542318087806,
|
| 176 |
+
"precision": 0.7696272649716422,
|
| 177 |
+
"recall": 0.7538424037772666,
|
| 178 |
+
"support": 29334.0
|
| 179 |
+
},
|
| 180 |
+
"eval_runtime": 1.3933,
|
| 181 |
+
"eval_samples_per_second": 57.419,
|
| 182 |
+
"eval_steps_per_second": 7.177,
|
| 183 |
+
"eval_weighted avg": {
|
| 184 |
+
"f1-score": 0.8244690603905188,
|
| 185 |
+
"precision": 0.8248108003682995,
|
| 186 |
+
"recall": 0.8251517010977023,
|
| 187 |
+
"support": 29334.0
|
| 188 |
+
},
|
| 189 |
+
"step": 164
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 5.0,
|
| 193 |
+
"eval_Claim": {
|
| 194 |
+
"f1-score": 0.5622098421541318,
|
| 195 |
+
"precision": 0.5562700964630225,
|
| 196 |
+
"recall": 0.5682778038479587,
|
| 197 |
+
"support": 4262.0
|
| 198 |
+
},
|
| 199 |
+
"eval_MajorClaim": {
|
| 200 |
+
"f1-score": 0.7078507078507079,
|
| 201 |
+
"precision": 0.7994186046511628,
|
| 202 |
+
"recall": 0.6351039260969977,
|
| 203 |
+
"support": 2165.0
|
| 204 |
+
},
|
| 205 |
+
"eval_O": {
|
| 206 |
+
"f1-score": 0.8867608581894296,
|
| 207 |
+
"precision": 0.9167929019692708,
|
| 208 |
+
"recall": 0.858633968382651,
|
| 209 |
+
"support": 9868.0
|
| 210 |
+
},
|
| 211 |
+
"eval_Premise": {
|
| 212 |
+
"f1-score": 0.8842074139778985,
|
| 213 |
+
"precision": 0.8533314310172635,
|
| 214 |
+
"recall": 0.9174016412301557,
|
| 215 |
+
"support": 13039.0
|
| 216 |
+
},
|
| 217 |
+
"eval_accuracy": 0.8260721347242108,
|
| 218 |
+
"eval_loss": 0.5355645418167114,
|
| 219 |
+
"eval_macro avg": {
|
| 220 |
+
"f1-score": 0.760257205543042,
|
| 221 |
+
"precision": 0.7814532585251799,
|
| 222 |
+
"recall": 0.7448543348894408,
|
| 223 |
+
"support": 29334.0
|
| 224 |
+
},
|
| 225 |
+
"eval_runtime": 1.3973,
|
| 226 |
+
"eval_samples_per_second": 57.254,
|
| 227 |
+
"eval_steps_per_second": 7.157,
|
| 228 |
+
"eval_weighted avg": {
|
| 229 |
+
"f1-score": 0.8252666444817892,
|
| 230 |
+
"precision": 0.827540237126271,
|
| 231 |
+
"recall": 0.8260721347242108,
|
| 232 |
+
"support": 29334.0
|
| 233 |
+
},
|
| 234 |
+
"step": 205
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"epoch": 6.0,
|
| 238 |
+
"eval_Claim": {
|
| 239 |
+
"f1-score": 0.5778948628906718,
|
| 240 |
+
"precision": 0.5901198337001712,
|
| 241 |
+
"recall": 0.5661661191928672,
|
| 242 |
+
"support": 4262.0
|
| 243 |
+
},
|
| 244 |
+
"eval_MajorClaim": {
|
| 245 |
+
"f1-score": 0.7630429786256032,
|
| 246 |
+
"precision": 0.7593778591033852,
|
| 247 |
+
"recall": 0.766743648960739,
|
| 248 |
+
"support": 2165.0
|
| 249 |
+
},
|
| 250 |
+
"eval_O": {
|
| 251 |
+
"f1-score": 0.8932349450436038,
|
| 252 |
+
"precision": 0.909998948585848,
|
| 253 |
+
"recall": 0.877077421970004,
|
| 254 |
+
"support": 9868.0
|
| 255 |
+
},
|
| 256 |
+
"eval_Premise": {
|
| 257 |
+
"f1-score": 0.8871252867942979,
|
| 258 |
+
"precision": 0.8704605845881311,
|
| 259 |
+
"recall": 0.9044405245801058,
|
| 260 |
+
"support": 13039.0
|
| 261 |
+
},
|
| 262 |
+
"eval_accuracy": 0.8359241835412832,
|
| 263 |
+
"eval_loss": 0.5402312278747559,
|
| 264 |
+
"eval_macro avg": {
|
| 265 |
+
"f1-score": 0.7803245183385442,
|
| 266 |
+
"precision": 0.7824893064943839,
|
| 267 |
+
"recall": 0.778606928675929,
|
| 268 |
+
"support": 29334.0
|
| 269 |
+
},
|
| 270 |
+
"eval_runtime": 1.3946,
|
| 271 |
+
"eval_samples_per_second": 57.364,
|
| 272 |
+
"eval_steps_per_second": 7.17,
|
| 273 |
+
"eval_weighted avg": {
|
| 274 |
+
"f1-score": 0.8350939185438606,
|
| 275 |
+
"precision": 0.8348315600763192,
|
| 276 |
+
"recall": 0.8359241835412832,
|
| 277 |
+
"support": 29334.0
|
| 278 |
+
},
|
| 279 |
+
"step": 246
|
| 280 |
+
},
|
| 281 |
+
{
|
| 282 |
+
"epoch": 7.0,
|
| 283 |
+
"eval_Claim": {
|
| 284 |
+
"f1-score": 0.5928237129485181,
|
| 285 |
+
"precision": 0.5645161290322581,
|
| 286 |
+
"recall": 0.6241201313937119,
|
| 287 |
+
"support": 4262.0
|
| 288 |
+
},
|
| 289 |
+
"eval_MajorClaim": {
|
| 290 |
+
"f1-score": 0.7545109211775878,
|
| 291 |
+
"precision": 0.776257938446507,
|
| 292 |
+
"recall": 0.7339491916859122,
|
| 293 |
+
"support": 2165.0
|
| 294 |
+
},
|
| 295 |
+
"eval_O": {
|
| 296 |
+
"f1-score": 0.8982721603108067,
|
| 297 |
+
"precision": 0.9063338147307612,
|
| 298 |
+
"recall": 0.8903526550466153,
|
| 299 |
+
"support": 9868.0
|
| 300 |
+
},
|
| 301 |
+
"eval_Premise": {
|
| 302 |
+
"f1-score": 0.8843364197530864,
|
| 303 |
+
"precision": 0.8897601117925626,
|
| 304 |
+
"recall": 0.8789784492675818,
|
| 305 |
+
"support": 13039.0
|
| 306 |
+
},
|
| 307 |
+
"eval_accuracy": 0.835071930183405,
|
| 308 |
+
"eval_loss": 0.5522010922431946,
|
| 309 |
+
"eval_macro avg": {
|
| 310 |
+
"f1-score": 0.7824858035474997,
|
| 311 |
+
"precision": 0.7842169985005223,
|
| 312 |
+
"recall": 0.7818501068484554,
|
| 313 |
+
"support": 29334.0
|
| 314 |
+
},
|
| 315 |
+
"eval_runtime": 1.3973,
|
| 316 |
+
"eval_samples_per_second": 57.253,
|
| 317 |
+
"eval_steps_per_second": 7.157,
|
| 318 |
+
"eval_weighted avg": {
|
| 319 |
+
"f1-score": 0.8370881251804593,
|
| 320 |
+
"precision": 0.8397030872059231,
|
| 321 |
+
"recall": 0.835071930183405,
|
| 322 |
+
"support": 29334.0
|
| 323 |
+
},
|
| 324 |
+
"step": 287
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"epoch": 8.0,
|
| 328 |
+
"eval_Claim": {
|
| 329 |
+
"f1-score": 0.5708034520481342,
|
| 330 |
+
"precision": 0.5921815889029004,
|
| 331 |
+
"recall": 0.5509150633505396,
|
| 332 |
+
"support": 4262.0
|
| 333 |
+
},
|
| 334 |
+
"eval_MajorClaim": {
|
| 335 |
+
"f1-score": 0.7608799617407939,
|
| 336 |
+
"precision": 0.7887952404561229,
|
| 337 |
+
"recall": 0.7348729792147806,
|
| 338 |
+
"support": 2165.0
|
| 339 |
+
},
|
| 340 |
+
"eval_O": {
|
| 341 |
+
"f1-score": 0.9017624521072796,
|
| 342 |
+
"precision": 0.909240754094983,
|
| 343 |
+
"recall": 0.8944061613295501,
|
| 344 |
+
"support": 9868.0
|
| 345 |
+
},
|
| 346 |
+
"eval_Premise": {
|
| 347 |
+
"f1-score": 0.888622395442962,
|
| 348 |
+
"precision": 0.868889703187981,
|
| 349 |
+
"recall": 0.909272183449651,
|
| 350 |
+
"support": 13039.0
|
| 351 |
+
},
|
| 352 |
+
"eval_accuracy": 0.8393331969727961,
|
| 353 |
+
"eval_loss": 0.5863537788391113,
|
| 354 |
+
"eval_macro avg": {
|
| 355 |
+
"f1-score": 0.7805170653347924,
|
| 356 |
+
"precision": 0.7897768216604968,
|
| 357 |
+
"recall": 0.7723665968361304,
|
| 358 |
+
"support": 29334.0
|
| 359 |
+
},
|
| 360 |
+
"eval_runtime": 1.4013,
|
| 361 |
+
"eval_samples_per_second": 57.089,
|
| 362 |
+
"eval_steps_per_second": 7.136,
|
| 363 |
+
"eval_weighted avg": {
|
| 364 |
+
"f1-score": 0.8374380828176649,
|
| 365 |
+
"precision": 0.8363489544136171,
|
| 366 |
+
"recall": 0.8393331969727961,
|
| 367 |
+
"support": 29334.0
|
| 368 |
+
},
|
| 369 |
+
"step": 328
|
| 370 |
+
},
|
| 371 |
+
{
|
| 372 |
+
"epoch": 9.0,
|
| 373 |
+
"eval_Claim": {
|
| 374 |
+
"f1-score": 0.5834502103786816,
|
| 375 |
+
"precision": 0.5400439384861194,
|
| 376 |
+
"recall": 0.6344439230408259,
|
| 377 |
+
"support": 4262.0
|
| 378 |
+
},
|
| 379 |
+
"eval_MajorClaim": {
|
| 380 |
+
"f1-score": 0.739652870493992,
|
| 381 |
+
"precision": 0.7136109918419923,
|
| 382 |
+
"recall": 0.7676674364896073,
|
| 383 |
+
"support": 2165.0
|
| 384 |
+
},
|
| 385 |
+
"eval_O": {
|
| 386 |
+
"f1-score": 0.8923944839114083,
|
| 387 |
+
"precision": 0.9208710651142734,
|
| 388 |
+
"recall": 0.8656262667207134,
|
| 389 |
+
"support": 9868.0
|
| 390 |
+
},
|
| 391 |
+
"eval_Premise": {
|
| 392 |
+
"f1-score": 0.8790807810255813,
|
| 393 |
+
"precision": 0.8900330136770948,
|
| 394 |
+
"recall": 0.86839481555334,
|
| 395 |
+
"support": 13039.0
|
| 396 |
+
},
|
| 397 |
+
"eval_accuracy": 0.8260380445898957,
|
| 398 |
+
"eval_loss": 0.6257872581481934,
|
| 399 |
+
"eval_macro avg": {
|
| 400 |
+
"f1-score": 0.7736445864524157,
|
| 401 |
+
"precision": 0.76613975227987,
|
| 402 |
+
"recall": 0.7840331104511216,
|
| 403 |
+
"support": 29334.0
|
| 404 |
+
},
|
| 405 |
+
"eval_runtime": 1.3929,
|
| 406 |
+
"eval_samples_per_second": 57.435,
|
| 407 |
+
"eval_steps_per_second": 7.179,
|
| 408 |
+
"eval_weighted avg": {
|
| 409 |
+
"f1-score": 0.8303162314135053,
|
| 410 |
+
"precision": 0.8365354605252965,
|
| 411 |
+
"recall": 0.8260380445898957,
|
| 412 |
+
"support": 29334.0
|
| 413 |
+
},
|
| 414 |
+
"step": 369
|
| 415 |
+
},
|
| 416 |
+
{
|
| 417 |
+
"epoch": 10.0,
|
| 418 |
+
"eval_Claim": {
|
| 419 |
+
"f1-score": 0.5916413728694839,
|
| 420 |
+
"precision": 0.5887546468401487,
|
| 421 |
+
"recall": 0.5945565462224308,
|
| 422 |
+
"support": 4262.0
|
| 423 |
+
},
|
| 424 |
+
"eval_MajorClaim": {
|
| 425 |
+
"f1-score": 0.747756258856873,
|
| 426 |
+
"precision": 0.765103914934751,
|
| 427 |
+
"recall": 0.7311778290993072,
|
| 428 |
+
"support": 2165.0
|
| 429 |
+
},
|
| 430 |
+
"eval_O": {
|
| 431 |
+
"f1-score": 0.8968070337806571,
|
| 432 |
+
"precision": 0.9102390147166266,
|
| 433 |
+
"recall": 0.8837657073368463,
|
| 434 |
+
"support": 9868.0
|
| 435 |
+
},
|
| 436 |
+
"eval_Premise": {
|
| 437 |
+
"f1-score": 0.8894356334456263,
|
| 438 |
+
"precision": 0.878101644245142,
|
| 439 |
+
"recall": 0.9010660326712171,
|
| 440 |
+
"support": 13039.0
|
| 441 |
+
},
|
| 442 |
+
"eval_accuracy": 0.8381741324060816,
|
| 443 |
+
"eval_loss": 0.643328845500946,
|
| 444 |
+
"eval_macro avg": {
|
| 445 |
+
"f1-score": 0.78141007473816,
|
| 446 |
+
"precision": 0.7855498051841671,
|
| 447 |
+
"recall": 0.7776415288324503,
|
| 448 |
+
"support": 29334.0
|
| 449 |
+
},
|
| 450 |
+
"eval_runtime": 1.3951,
|
| 451 |
+
"eval_samples_per_second": 57.345,
|
| 452 |
+
"eval_steps_per_second": 7.168,
|
| 453 |
+
"eval_weighted avg": {
|
| 454 |
+
"f1-score": 0.8381915478775454,
|
| 455 |
+
"precision": 0.8385330407446147,
|
| 456 |
+
"recall": 0.8381741324060816,
|
| 457 |
+
"support": 29334.0
|
| 458 |
+
},
|
| 459 |
+
"step": 410
|
| 460 |
+
},
|
| 461 |
+
{
|
| 462 |
+
"epoch": 11.0,
|
| 463 |
+
"eval_Claim": {
|
| 464 |
+
"f1-score": 0.5791188895594448,
|
| 465 |
+
"precision": 0.5963211533681332,
|
| 466 |
+
"recall": 0.5628812763960582,
|
| 467 |
+
"support": 4262.0
|
| 468 |
+
},
|
| 469 |
+
"eval_MajorClaim": {
|
| 470 |
+
"f1-score": 0.7536862460720328,
|
| 471 |
+
"precision": 0.7905679513184585,
|
| 472 |
+
"recall": 0.7200923787528868,
|
| 473 |
+
"support": 2165.0
|
| 474 |
+
},
|
| 475 |
+
"eval_O": {
|
| 476 |
+
"f1-score": 0.896530612244898,
|
| 477 |
+
"precision": 0.9027949034114262,
|
| 478 |
+
"recall": 0.8903526550466153,
|
| 479 |
+
"support": 9868.0
|
| 480 |
+
},
|
| 481 |
+
"eval_Premise": {
|
| 482 |
+
"f1-score": 0.888538617428507,
|
| 483 |
+
"precision": 0.8699933857573308,
|
| 484 |
+
"recall": 0.9078917094869239,
|
| 485 |
+
"support": 13039.0
|
| 486 |
+
},
|
| 487 |
+
"eval_accuracy": 0.838003681734506,
|
| 488 |
+
"eval_loss": 0.691639244556427,
|
| 489 |
+
"eval_macro avg": {
|
| 490 |
+
"f1-score": 0.7794685913262207,
|
| 491 |
+
"precision": 0.7899193484638372,
|
| 492 |
+
"recall": 0.770304504920621,
|
| 493 |
+
"support": 29334.0
|
| 494 |
+
},
|
| 495 |
+
"eval_runtime": 1.3951,
|
| 496 |
+
"eval_samples_per_second": 57.345,
|
| 497 |
+
"eval_steps_per_second": 7.168,
|
| 498 |
+
"eval_weighted avg": {
|
| 499 |
+
"f1-score": 0.836318079509486,
|
| 500 |
+
"precision": 0.8354034306270279,
|
| 501 |
+
"recall": 0.838003681734506,
|
| 502 |
+
"support": 29334.0
|
| 503 |
+
},
|
| 504 |
+
"step": 451
|
| 505 |
+
},
|
| 506 |
+
{
|
| 507 |
+
"epoch": 12.0,
|
| 508 |
+
"eval_Claim": {
|
| 509 |
+
"f1-score": 0.5808454740864581,
|
| 510 |
+
"precision": 0.5914396887159533,
|
| 511 |
+
"recall": 0.5706241201313937,
|
| 512 |
+
"support": 4262.0
|
| 513 |
+
},
|
| 514 |
+
"eval_MajorClaim": {
|
| 515 |
+
"f1-score": 0.7569141193595342,
|
| 516 |
+
"precision": 0.797138477261114,
|
| 517 |
+
"recall": 0.7205542725173211,
|
| 518 |
+
"support": 2165.0
|
| 519 |
+
},
|
| 520 |
+
"eval_O": {
|
| 521 |
+
"f1-score": 0.8973055414336554,
|
| 522 |
+
"precision": 0.9003264639869415,
|
| 523 |
+
"recall": 0.8943048236724767,
|
| 524 |
+
"support": 9868.0
|
| 525 |
+
},
|
| 526 |
+
"eval_Premise": {
|
| 527 |
+
"f1-score": 0.8841596860614294,
|
| 528 |
+
"precision": 0.870236945703038,
|
| 529 |
+
"recall": 0.8985351637395506,
|
| 530 |
+
"support": 13039.0
|
| 531 |
+
},
|
| 532 |
+
"eval_accuracy": 0.8363332651530647,
|
| 533 |
+
"eval_loss": 0.6996743679046631,
|
| 534 |
+
"eval_macro avg": {
|
| 535 |
+
"f1-score": 0.7798062052352693,
|
| 536 |
+
"precision": 0.7897853939167616,
|
| 537 |
+
"recall": 0.7710045950151856,
|
| 538 |
+
"support": 29334.0
|
| 539 |
+
},
|
| 540 |
+
"eval_runtime": 1.3919,
|
| 541 |
+
"eval_samples_per_second": 57.477,
|
| 542 |
+
"eval_steps_per_second": 7.185,
|
| 543 |
+
"eval_weighted avg": {
|
| 544 |
+
"f1-score": 0.8351214191174802,
|
| 545 |
+
"precision": 0.8344570068256206,
|
| 546 |
+
"recall": 0.8363332651530647,
|
| 547 |
+
"support": 29334.0
|
| 548 |
+
},
|
| 549 |
+
"step": 492
|
| 550 |
+
}
|
| 551 |
+
],
|
| 552 |
+
"logging_steps": 500,
|
| 553 |
+
"max_steps": 656,
|
| 554 |
+
"num_input_tokens_seen": 0,
|
| 555 |
+
"num_train_epochs": 16,
|
| 556 |
+
"save_steps": 500,
|
| 557 |
+
"total_flos": 1725464792721600.0,
|
| 558 |
+
"train_batch_size": 8,
|
| 559 |
+
"trial_name": null,
|
| 560 |
+
"trial_params": null
|
| 561 |
+
}
|
checkpoint-492/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7094583e4fe5a2c55a5632947c89b5062ef3102a7d8117131675dc677677192b
|
| 3 |
+
size 4664
|
checkpoint-492/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|