Load model and tokenizer
Browse files- config.json +57 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +13 -0
- tokenizer.json +0 -0
- tokenizer_config.json +25 -0
- trainer_state.json +1228 -0
- training_args.bin +3 -0
config.json
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "HueyNemud/das22-10-camembert_pretrained",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"CamembertForTokenClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": 5,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"eos_token_id": 6,
|
| 10 |
+
"gradient_checkpointing": false,
|
| 11 |
+
"hidden_act": "gelu",
|
| 12 |
+
"hidden_dropout_prob": 0.1,
|
| 13 |
+
"hidden_size": 768,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "O+O",
|
| 16 |
+
"1": "I-PER+O",
|
| 17 |
+
"2": "I-PER+i_TITREH",
|
| 18 |
+
"3": "I-ACT+O",
|
| 19 |
+
"4": "I-DESC+O",
|
| 20 |
+
"5": "I-DESC+i_ACT",
|
| 21 |
+
"6": "I-DESC+i_TITREP",
|
| 22 |
+
"7": "I-SPAT+O",
|
| 23 |
+
"8": "I-SPAT+i_LOC",
|
| 24 |
+
"9": "I-SPAT+i_CARDINAL",
|
| 25 |
+
"10": "I-SPAT+i_FT",
|
| 26 |
+
"11": "I-TITRE+O"
|
| 27 |
+
},
|
| 28 |
+
"initializer_range": 0.02,
|
| 29 |
+
"intermediate_size": 3072,
|
| 30 |
+
"label2id": {
|
| 31 |
+
"I-ACT+O": 3,
|
| 32 |
+
"I-DESC+O": 4,
|
| 33 |
+
"I-DESC+i_ACT": 5,
|
| 34 |
+
"I-DESC+i_TITREP": 6,
|
| 35 |
+
"I-PER+O": 1,
|
| 36 |
+
"I-PER+i_TITREH": 2,
|
| 37 |
+
"I-SPAT+O": 7,
|
| 38 |
+
"I-SPAT+i_CARDINAL": 9,
|
| 39 |
+
"I-SPAT+i_FT": 10,
|
| 40 |
+
"I-SPAT+i_LOC": 8,
|
| 41 |
+
"I-TITRE+O": 11,
|
| 42 |
+
"O+O": 0
|
| 43 |
+
},
|
| 44 |
+
"layer_norm_eps": 1e-05,
|
| 45 |
+
"max_position_embeddings": 514,
|
| 46 |
+
"model_type": "camembert",
|
| 47 |
+
"num_attention_heads": 12,
|
| 48 |
+
"num_hidden_layers": 12,
|
| 49 |
+
"output_past": true,
|
| 50 |
+
"pad_token_id": 1,
|
| 51 |
+
"position_embedding_type": "absolute",
|
| 52 |
+
"torch_dtype": "float32",
|
| 53 |
+
"transformers_version": "4.25.1",
|
| 54 |
+
"type_vocab_size": 1,
|
| 55 |
+
"use_cache": true,
|
| 56 |
+
"vocab_size": 32005
|
| 57 |
+
}
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ae9612dba0f0c3ffa8463590df173a1b79b9dd3377bb62f88c58dfde154d12e5
|
| 3 |
+
size 880440037
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cff9ddfd129cd08eab6ca9e6a5f9668ac2115f786158988ec6b60156e0f16e9c
|
| 3 |
+
size 440233393
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d0aec02ab53418786fb78c590879e843b18803b82b480a0829b83f4ee3ec5444
|
| 3 |
+
size 14503
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:48f2a75f3ed3f16767915866d392dbc6d954dd1374475cfd20580f7c483a9e55
|
| 3 |
+
size 623
|
sentencepiece.bpe.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:988bc5a00281c6d210a5d34bd143d0363741a432fefe741bf71e61b1869d4314
|
| 3 |
+
size 810912
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<s>NOTUSED",
|
| 4 |
+
"</s>NOTUSED"
|
| 5 |
+
],
|
| 6 |
+
"bos_token": "<s>",
|
| 7 |
+
"cls_token": "<s>",
|
| 8 |
+
"eos_token": "</s>",
|
| 9 |
+
"mask_token": "<mask>",
|
| 10 |
+
"pad_token": "<pad>",
|
| 11 |
+
"sep_token": "</s>",
|
| 12 |
+
"unk_token": "<unk>"
|
| 13 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<s>NOTUSED",
|
| 4 |
+
"</s>NOTUSED"
|
| 5 |
+
],
|
| 6 |
+
"bos_token": "<s>",
|
| 7 |
+
"cls_token": "<s>",
|
| 8 |
+
"eos_token": "</s>",
|
| 9 |
+
"mask_token": {
|
| 10 |
+
"__type": "AddedToken",
|
| 11 |
+
"content": "<mask>",
|
| 12 |
+
"lstrip": true,
|
| 13 |
+
"normalized": true,
|
| 14 |
+
"rstrip": false,
|
| 15 |
+
"single_word": false
|
| 16 |
+
},
|
| 17 |
+
"model_max_length": 512,
|
| 18 |
+
"name_or_path": "HueyNemud/das22-10-camembert_pretrained",
|
| 19 |
+
"pad_token": "<pad>",
|
| 20 |
+
"sep_token": "</s>",
|
| 21 |
+
"sp_model_kwargs": {},
|
| 22 |
+
"special_tokens_map_file": "/lrde/home2/jchazalo/.cache/huggingface/transformers/fe0e213c44079a9ee091098f81fff2941484006e9ba3001a9bf1ee9f87537599.cb3ec3a6c1200d181228d8825ae9767572abca54efa1bbb37fd83d721b2ef323",
|
| 23 |
+
"tokenizer_class": "CamembertTokenizer",
|
| 24 |
+
"unk_token": "<unk>"
|
| 25 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,1228 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.9645081848471678,
|
| 3 |
+
"best_model_checkpoint": "/work/stual/res_ICDAR/method_2/tmp/223-pretrained-camembert-ner-joint-labelling-io/checkpoint-1200",
|
| 4 |
+
"epoch": 3.1496062992125986,
|
| 5 |
+
"global_step": 1200,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.26,
|
| 12 |
+
"eval_ACT": {
|
| 13 |
+
"f1": 0.9082308420056764,
|
| 14 |
+
"number": 519,
|
| 15 |
+
"precision": 0.8921933085501859,
|
| 16 |
+
"recall": 0.9248554913294798
|
| 17 |
+
},
|
| 18 |
+
"eval_ACT_L1": {
|
| 19 |
+
"f1": 0.9221902017291066,
|
| 20 |
+
"number": 503,
|
| 21 |
+
"precision": 0.8921933085501859,
|
| 22 |
+
"recall": 0.9542743538767395
|
| 23 |
+
},
|
| 24 |
+
"eval_ACT_L2": {
|
| 25 |
+
"f1": 0.0,
|
| 26 |
+
"number": 16,
|
| 27 |
+
"precision": 0.0,
|
| 28 |
+
"recall": 0.0
|
| 29 |
+
},
|
| 30 |
+
"eval_CARDINAL": {
|
| 31 |
+
"f1": 0.9680232558139534,
|
| 32 |
+
"number": 678,
|
| 33 |
+
"precision": 0.9541547277936963,
|
| 34 |
+
"recall": 0.9823008849557522
|
| 35 |
+
},
|
| 36 |
+
"eval_DESC": {
|
| 37 |
+
"f1": 0.0,
|
| 38 |
+
"number": 30,
|
| 39 |
+
"precision": 0.0,
|
| 40 |
+
"recall": 0.0
|
| 41 |
+
},
|
| 42 |
+
"eval_FT": {
|
| 43 |
+
"f1": 0.0,
|
| 44 |
+
"number": 7,
|
| 45 |
+
"precision": 0.0,
|
| 46 |
+
"recall": 0.0
|
| 47 |
+
},
|
| 48 |
+
"eval_LOC": {
|
| 49 |
+
"f1": 0.9373368146214099,
|
| 50 |
+
"number": 761,
|
| 51 |
+
"precision": 0.9312581063553826,
|
| 52 |
+
"recall": 0.9434954007884363
|
| 53 |
+
},
|
| 54 |
+
"eval_PER": {
|
| 55 |
+
"f1": 0.9323529411764705,
|
| 56 |
+
"number": 676,
|
| 57 |
+
"precision": 0.9269005847953217,
|
| 58 |
+
"recall": 0.9378698224852071
|
| 59 |
+
},
|
| 60 |
+
"eval_SPAT": {
|
| 61 |
+
"f1": 0.9343794579172611,
|
| 62 |
+
"number": 694,
|
| 63 |
+
"precision": 0.9251412429378532,
|
| 64 |
+
"recall": 0.9438040345821326
|
| 65 |
+
},
|
| 66 |
+
"eval_TITRE": {
|
| 67 |
+
"f1": 0.0,
|
| 68 |
+
"number": 2,
|
| 69 |
+
"precision": 0.0,
|
| 70 |
+
"recall": 0.0
|
| 71 |
+
},
|
| 72 |
+
"eval_TITREH": {
|
| 73 |
+
"f1": 0.0,
|
| 74 |
+
"number": 33,
|
| 75 |
+
"precision": 0.0,
|
| 76 |
+
"recall": 0.0
|
| 77 |
+
},
|
| 78 |
+
"eval_TITREP": {
|
| 79 |
+
"f1": 0.0,
|
| 80 |
+
"number": 6,
|
| 81 |
+
"precision": 0.0,
|
| 82 |
+
"recall": 0.0
|
| 83 |
+
},
|
| 84 |
+
"eval_accuracy": 0.9362186788154897,
|
| 85 |
+
"eval_accuracy-all": 0.9562768919260947,
|
| 86 |
+
"eval_accuracy-das": 0.9490002531004809,
|
| 87 |
+
"eval_accuracy-l1": 0.9450771956466717,
|
| 88 |
+
"eval_accuracy-l2": 0.9674765882055176,
|
| 89 |
+
"eval_f1": 0.9321490972626674,
|
| 90 |
+
"eval_f1-all": 0.9266715650257163,
|
| 91 |
+
"eval_f1-das": 0.9285714285714286,
|
| 92 |
+
"eval_f1-l1": 0.9225554106910039,
|
| 93 |
+
"eval_f1-l2": 0.931986531986532,
|
| 94 |
+
"eval_loss": 0.38459497690200806,
|
| 95 |
+
"eval_precision": 0.9337806301050176,
|
| 96 |
+
"eval_precision-all": 0.9276257722859664,
|
| 97 |
+
"eval_precision-das": 0.927536231884058,
|
| 98 |
+
"eval_precision-l1": 0.916580310880829,
|
| 99 |
+
"eval_precision-l2": 0.94213750850919,
|
| 100 |
+
"eval_recall": 0.9305232558139535,
|
| 101 |
+
"eval_recall-all": 0.9257193188490899,
|
| 102 |
+
"eval_recall-das": 0.929608938547486,
|
| 103 |
+
"eval_recall-l1": 0.9286089238845144,
|
| 104 |
+
"eval_recall-l2": 0.9220519653564291,
|
| 105 |
+
"eval_runtime": 5.6488,
|
| 106 |
+
"eval_samples_per_second": 119.672,
|
| 107 |
+
"eval_steps_per_second": 7.612,
|
| 108 |
+
"step": 100
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"epoch": 0.52,
|
| 112 |
+
"eval_ACT": {
|
| 113 |
+
"f1": 0.9080568720379146,
|
| 114 |
+
"number": 519,
|
| 115 |
+
"precision": 0.8936567164179104,
|
| 116 |
+
"recall": 0.9229287090558767
|
| 117 |
+
},
|
| 118 |
+
"eval_ACT_L1": {
|
| 119 |
+
"f1": 0.9220404234841193,
|
| 120 |
+
"number": 503,
|
| 121 |
+
"precision": 0.8936567164179104,
|
| 122 |
+
"recall": 0.952286282306163
|
| 123 |
+
},
|
| 124 |
+
"eval_ACT_L2": {
|
| 125 |
+
"f1": 0.0,
|
| 126 |
+
"number": 16,
|
| 127 |
+
"precision": 0.0,
|
| 128 |
+
"recall": 0.0
|
| 129 |
+
},
|
| 130 |
+
"eval_CARDINAL": {
|
| 131 |
+
"f1": 0.9852724594992636,
|
| 132 |
+
"number": 678,
|
| 133 |
+
"precision": 0.9838235294117647,
|
| 134 |
+
"recall": 0.9867256637168141
|
| 135 |
+
},
|
| 136 |
+
"eval_DESC": {
|
| 137 |
+
"f1": 0.20689655172413796,
|
| 138 |
+
"number": 30,
|
| 139 |
+
"precision": 0.21428571428571427,
|
| 140 |
+
"recall": 0.2
|
| 141 |
+
},
|
| 142 |
+
"eval_FT": {
|
| 143 |
+
"f1": 0.0,
|
| 144 |
+
"number": 7,
|
| 145 |
+
"precision": 0.0,
|
| 146 |
+
"recall": 0.0
|
| 147 |
+
},
|
| 148 |
+
"eval_LOC": {
|
| 149 |
+
"f1": 0.9359223300970875,
|
| 150 |
+
"number": 761,
|
| 151 |
+
"precision": 0.9221938775510204,
|
| 152 |
+
"recall": 0.9500657030223391
|
| 153 |
+
},
|
| 154 |
+
"eval_PER": {
|
| 155 |
+
"f1": 0.963235294117647,
|
| 156 |
+
"number": 676,
|
| 157 |
+
"precision": 0.9576023391812866,
|
| 158 |
+
"recall": 0.9689349112426036
|
| 159 |
+
},
|
| 160 |
+
"eval_SPAT": {
|
| 161 |
+
"f1": 0.9463902787705505,
|
| 162 |
+
"number": 694,
|
| 163 |
+
"precision": 0.9390070921985816,
|
| 164 |
+
"recall": 0.9538904899135446
|
| 165 |
+
},
|
| 166 |
+
"eval_TITRE": {
|
| 167 |
+
"f1": 0.0,
|
| 168 |
+
"number": 2,
|
| 169 |
+
"precision": 0.0,
|
| 170 |
+
"recall": 0.0
|
| 171 |
+
},
|
| 172 |
+
"eval_TITREH": {
|
| 173 |
+
"f1": 0.7500000000000001,
|
| 174 |
+
"number": 33,
|
| 175 |
+
"precision": 0.7741935483870968,
|
| 176 |
+
"recall": 0.7272727272727273
|
| 177 |
+
},
|
| 178 |
+
"eval_TITREP": {
|
| 179 |
+
"f1": 0.25,
|
| 180 |
+
"number": 6,
|
| 181 |
+
"precision": 0.5,
|
| 182 |
+
"recall": 0.16666666666666666
|
| 183 |
+
},
|
| 184 |
+
"eval_accuracy": 0.9521640091116174,
|
| 185 |
+
"eval_accuracy-all": 0.9654517843583903,
|
| 186 |
+
"eval_accuracy-das": 0.9663376360415085,
|
| 187 |
+
"eval_accuracy-l1": 0.9584915211338901,
|
| 188 |
+
"eval_accuracy-l2": 0.9724120475828905,
|
| 189 |
+
"eval_f1": 0.9434889434889435,
|
| 190 |
+
"eval_f1-all": 0.9390315052508752,
|
| 191 |
+
"eval_f1-das": 0.9470566456867827,
|
| 192 |
+
"eval_f1-l1": 0.9341627786417833,
|
| 193 |
+
"eval_f1-l2": 0.9452968645763842,
|
| 194 |
+
"eval_loss": 0.250836580991745,
|
| 195 |
+
"eval_precision": 0.9382006323656223,
|
| 196 |
+
"eval_precision-all": 0.9330434782608695,
|
| 197 |
+
"eval_precision-das": 0.9414795730585205,
|
| 198 |
+
"eval_precision-l1": 0.9226830517153097,
|
| 199 |
+
"eval_precision-l2": 0.9465597862391449,
|
| 200 |
+
"eval_recall": 0.9488372093023256,
|
| 201 |
+
"eval_recall-all": 0.9450968878449795,
|
| 202 |
+
"eval_recall-das": 0.9527001862197393,
|
| 203 |
+
"eval_recall-l1": 0.9459317585301837,
|
| 204 |
+
"eval_recall-l2": 0.944037308461026,
|
| 205 |
+
"eval_runtime": 5.3447,
|
| 206 |
+
"eval_samples_per_second": 126.48,
|
| 207 |
+
"eval_steps_per_second": 8.045,
|
| 208 |
+
"step": 200
|
| 209 |
+
},
|
| 210 |
+
{
|
| 211 |
+
"epoch": 0.79,
|
| 212 |
+
"eval_ACT": {
|
| 213 |
+
"f1": 0.9357622243528284,
|
| 214 |
+
"number": 519,
|
| 215 |
+
"precision": 0.9312977099236641,
|
| 216 |
+
"recall": 0.9402697495183044
|
| 217 |
+
},
|
| 218 |
+
"eval_ACT_L1": {
|
| 219 |
+
"f1": 0.9503407984420642,
|
| 220 |
+
"number": 503,
|
| 221 |
+
"precision": 0.9312977099236641,
|
| 222 |
+
"recall": 0.9701789264413518
|
| 223 |
+
},
|
| 224 |
+
"eval_ACT_L2": {
|
| 225 |
+
"f1": 0.0,
|
| 226 |
+
"number": 16,
|
| 227 |
+
"precision": 0.0,
|
| 228 |
+
"recall": 0.0
|
| 229 |
+
},
|
| 230 |
+
"eval_CARDINAL": {
|
| 231 |
+
"f1": 0.9801324503311258,
|
| 232 |
+
"number": 678,
|
| 233 |
+
"precision": 0.9779735682819384,
|
| 234 |
+
"recall": 0.9823008849557522
|
| 235 |
+
},
|
| 236 |
+
"eval_DESC": {
|
| 237 |
+
"f1": 0.29411764705882354,
|
| 238 |
+
"number": 30,
|
| 239 |
+
"precision": 0.2631578947368421,
|
| 240 |
+
"recall": 0.3333333333333333
|
| 241 |
+
},
|
| 242 |
+
"eval_FT": {
|
| 243 |
+
"f1": 0.0,
|
| 244 |
+
"number": 7,
|
| 245 |
+
"precision": 0.0,
|
| 246 |
+
"recall": 0.0
|
| 247 |
+
},
|
| 248 |
+
"eval_LOC": {
|
| 249 |
+
"f1": 0.9660574412532638,
|
| 250 |
+
"number": 761,
|
| 251 |
+
"precision": 0.959792477302205,
|
| 252 |
+
"recall": 0.9724047306176085
|
| 253 |
+
},
|
| 254 |
+
"eval_PER": {
|
| 255 |
+
"f1": 0.9676470588235294,
|
| 256 |
+
"number": 676,
|
| 257 |
+
"precision": 0.9619883040935673,
|
| 258 |
+
"recall": 0.9733727810650887
|
| 259 |
+
},
|
| 260 |
+
"eval_SPAT": {
|
| 261 |
+
"f1": 0.9655667144906743,
|
| 262 |
+
"number": 694,
|
| 263 |
+
"precision": 0.9614285714285714,
|
| 264 |
+
"recall": 0.9697406340057637
|
| 265 |
+
},
|
| 266 |
+
"eval_TITRE": {
|
| 267 |
+
"f1": 0.0,
|
| 268 |
+
"number": 2,
|
| 269 |
+
"precision": 0.0,
|
| 270 |
+
"recall": 0.0
|
| 271 |
+
},
|
| 272 |
+
"eval_TITREH": {
|
| 273 |
+
"f1": 0.7878787878787878,
|
| 274 |
+
"number": 33,
|
| 275 |
+
"precision": 0.7878787878787878,
|
| 276 |
+
"recall": 0.7878787878787878
|
| 277 |
+
},
|
| 278 |
+
"eval_TITREP": {
|
| 279 |
+
"f1": 0.5,
|
| 280 |
+
"number": 6,
|
| 281 |
+
"precision": 0.5,
|
| 282 |
+
"recall": 0.5
|
| 283 |
+
},
|
| 284 |
+
"eval_accuracy": 0.9577322196912175,
|
| 285 |
+
"eval_accuracy-all": 0.970640344216654,
|
| 286 |
+
"eval_accuracy-das": 0.9729182485446722,
|
| 287 |
+
"eval_accuracy-l1": 0.9629207795494812,
|
| 288 |
+
"eval_accuracy-l2": 0.9783599088838268,
|
| 289 |
+
"eval_f1": 0.956169535657457,
|
| 290 |
+
"eval_f1-all": 0.9539675580885576,
|
| 291 |
+
"eval_f1-das": 0.9606679035250464,
|
| 292 |
+
"eval_f1-l1": 0.9498831472344845,
|
| 293 |
+
"eval_f1-l2": 0.9592245989304813,
|
| 294 |
+
"eval_loss": 0.18919637799263,
|
| 295 |
+
"eval_precision": 0.9516268355888281,
|
| 296 |
+
"eval_precision-all": 0.9496654058772185,
|
| 297 |
+
"eval_precision-das": 0.9571164510166359,
|
| 298 |
+
"eval_precision-l1": 0.9398766700924974,
|
| 299 |
+
"eval_precision-l2": 0.9624413145539906,
|
| 300 |
+
"eval_recall": 0.9607558139534884,
|
| 301 |
+
"eval_recall-all": 0.9583088667058133,
|
| 302 |
+
"eval_recall-das": 0.964245810055866,
|
| 303 |
+
"eval_recall-l1": 0.9601049868766404,
|
| 304 |
+
"eval_recall-l2": 0.9560293137908061,
|
| 305 |
+
"eval_runtime": 5.4055,
|
| 306 |
+
"eval_samples_per_second": 125.059,
|
| 307 |
+
"eval_steps_per_second": 7.955,
|
| 308 |
+
"step": 300
|
| 309 |
+
},
|
| 310 |
+
{
|
| 311 |
+
"epoch": 1.05,
|
| 312 |
+
"eval_ACT": {
|
| 313 |
+
"f1": 0.9342230695900857,
|
| 314 |
+
"number": 519,
|
| 315 |
+
"precision": 0.9245283018867925,
|
| 316 |
+
"recall": 0.9441233140655106
|
| 317 |
+
},
|
| 318 |
+
"eval_ACT_L1": {
|
| 319 |
+
"f1": 0.9475728155339805,
|
| 320 |
+
"number": 503,
|
| 321 |
+
"precision": 0.9259962049335864,
|
| 322 |
+
"recall": 0.9701789264413518
|
| 323 |
+
},
|
| 324 |
+
"eval_ACT_L2": {
|
| 325 |
+
"f1": 0.21052631578947367,
|
| 326 |
+
"number": 16,
|
| 327 |
+
"precision": 0.6666666666666666,
|
| 328 |
+
"recall": 0.125
|
| 329 |
+
},
|
| 330 |
+
"eval_CARDINAL": {
|
| 331 |
+
"f1": 0.9896755162241888,
|
| 332 |
+
"number": 678,
|
| 333 |
+
"precision": 0.9896755162241888,
|
| 334 |
+
"recall": 0.9896755162241888
|
| 335 |
+
},
|
| 336 |
+
"eval_DESC": {
|
| 337 |
+
"f1": 0.2898550724637681,
|
| 338 |
+
"number": 30,
|
| 339 |
+
"precision": 0.2564102564102564,
|
| 340 |
+
"recall": 0.3333333333333333
|
| 341 |
+
},
|
| 342 |
+
"eval_FT": {
|
| 343 |
+
"f1": 0.0,
|
| 344 |
+
"number": 7,
|
| 345 |
+
"precision": 0.0,
|
| 346 |
+
"recall": 0.0
|
| 347 |
+
},
|
| 348 |
+
"eval_LOC": {
|
| 349 |
+
"f1": 0.9580602883355177,
|
| 350 |
+
"number": 761,
|
| 351 |
+
"precision": 0.9555555555555556,
|
| 352 |
+
"recall": 0.9605781865965834
|
| 353 |
+
},
|
| 354 |
+
"eval_PER": {
|
| 355 |
+
"f1": 0.9712177121771217,
|
| 356 |
+
"number": 676,
|
| 357 |
+
"precision": 0.9690721649484536,
|
| 358 |
+
"recall": 0.9733727810650887
|
| 359 |
+
},
|
| 360 |
+
"eval_SPAT": {
|
| 361 |
+
"f1": 0.9641319942611191,
|
| 362 |
+
"number": 694,
|
| 363 |
+
"precision": 0.96,
|
| 364 |
+
"recall": 0.968299711815562
|
| 365 |
+
},
|
| 366 |
+
"eval_TITRE": {
|
| 367 |
+
"f1": 0.0,
|
| 368 |
+
"number": 2,
|
| 369 |
+
"precision": 0.0,
|
| 370 |
+
"recall": 0.0
|
| 371 |
+
},
|
| 372 |
+
"eval_TITREH": {
|
| 373 |
+
"f1": 0.7812499999999999,
|
| 374 |
+
"number": 33,
|
| 375 |
+
"precision": 0.8064516129032258,
|
| 376 |
+
"recall": 0.7575757575757576
|
| 377 |
+
},
|
| 378 |
+
"eval_TITREP": {
|
| 379 |
+
"f1": 0.5,
|
| 380 |
+
"number": 6,
|
| 381 |
+
"precision": 0.5,
|
| 382 |
+
"recall": 0.5
|
| 383 |
+
},
|
| 384 |
+
"eval_accuracy": 0.9598835737787902,
|
| 385 |
+
"eval_accuracy-all": 0.9720323968615541,
|
| 386 |
+
"eval_accuracy-das": 0.9739306504682359,
|
| 387 |
+
"eval_accuracy-l1": 0.9662110858010631,
|
| 388 |
+
"eval_accuracy-l2": 0.9778537079220451,
|
| 389 |
+
"eval_f1": 0.9569377990430622,
|
| 390 |
+
"eval_f1-all": 0.9540532630962834,
|
| 391 |
+
"eval_f1-das": 0.9613239122350317,
|
| 392 |
+
"eval_f1-l1": 0.9496103896103896,
|
| 393 |
+
"eval_f1-l2": 0.9597855227882036,
|
| 394 |
+
"eval_loss": 0.1560496836900711,
|
| 395 |
+
"eval_precision": 0.9545849002024877,
|
| 396 |
+
"eval_precision-all": 0.9509918319719953,
|
| 397 |
+
"eval_precision-das": 0.9598960267359822,
|
| 398 |
+
"eval_precision-l1": 0.9398457583547558,
|
| 399 |
+
"eval_precision-l2": 0.9656102494942683,
|
| 400 |
+
"eval_recall": 0.9593023255813954,
|
| 401 |
+
"eval_recall-all": 0.9571344685848503,
|
| 402 |
+
"eval_recall-das": 0.962756052141527,
|
| 403 |
+
"eval_recall-l1": 0.9595800524934384,
|
| 404 |
+
"eval_recall-l2": 0.9540306462358428,
|
| 405 |
+
"eval_runtime": 5.8457,
|
| 406 |
+
"eval_samples_per_second": 115.64,
|
| 407 |
+
"eval_steps_per_second": 7.356,
|
| 408 |
+
"step": 400
|
| 409 |
+
},
|
| 410 |
+
{
|
| 411 |
+
"epoch": 1.31,
|
| 412 |
+
"learning_rate": 9e-05,
|
| 413 |
+
"loss": 0.3741,
|
| 414 |
+
"step": 500
|
| 415 |
+
},
|
| 416 |
+
{
|
| 417 |
+
"epoch": 1.31,
|
| 418 |
+
"eval_ACT": {
|
| 419 |
+
"f1": 0.936902485659656,
|
| 420 |
+
"number": 519,
|
| 421 |
+
"precision": 0.9297912713472486,
|
| 422 |
+
"recall": 0.9441233140655106
|
| 423 |
+
},
|
| 424 |
+
"eval_ACT_L1": {
|
| 425 |
+
"f1": 0.9530332681017614,
|
| 426 |
+
"number": 503,
|
| 427 |
+
"precision": 0.9383429672447013,
|
| 428 |
+
"recall": 0.9681908548707754
|
| 429 |
+
},
|
| 430 |
+
"eval_ACT_L2": {
|
| 431 |
+
"f1": 0.25,
|
| 432 |
+
"number": 16,
|
| 433 |
+
"precision": 0.375,
|
| 434 |
+
"recall": 0.1875
|
| 435 |
+
},
|
| 436 |
+
"eval_CARDINAL": {
|
| 437 |
+
"f1": 0.9845474613686535,
|
| 438 |
+
"number": 678,
|
| 439 |
+
"precision": 0.9823788546255506,
|
| 440 |
+
"recall": 0.9867256637168141
|
| 441 |
+
},
|
| 442 |
+
"eval_DESC": {
|
| 443 |
+
"f1": 0.303030303030303,
|
| 444 |
+
"number": 30,
|
| 445 |
+
"precision": 0.2777777777777778,
|
| 446 |
+
"recall": 0.3333333333333333
|
| 447 |
+
},
|
| 448 |
+
"eval_FT": {
|
| 449 |
+
"f1": 0.2,
|
| 450 |
+
"number": 7,
|
| 451 |
+
"precision": 0.3333333333333333,
|
| 452 |
+
"recall": 0.14285714285714285
|
| 453 |
+
},
|
| 454 |
+
"eval_LOC": {
|
| 455 |
+
"f1": 0.9494163424124514,
|
| 456 |
+
"number": 761,
|
| 457 |
+
"precision": 0.9372599231754162,
|
| 458 |
+
"recall": 0.961892247043364
|
| 459 |
+
},
|
| 460 |
+
"eval_PER": {
|
| 461 |
+
"f1": 0.9668874172185431,
|
| 462 |
+
"number": 676,
|
| 463 |
+
"precision": 0.9619326500732065,
|
| 464 |
+
"recall": 0.9718934911242604
|
| 465 |
+
},
|
| 466 |
+
"eval_SPAT": {
|
| 467 |
+
"f1": 0.9655667144906743,
|
| 468 |
+
"number": 694,
|
| 469 |
+
"precision": 0.9614285714285714,
|
| 470 |
+
"recall": 0.9697406340057637
|
| 471 |
+
},
|
| 472 |
+
"eval_TITRE": {
|
| 473 |
+
"f1": 0.0,
|
| 474 |
+
"number": 2,
|
| 475 |
+
"precision": 0.0,
|
| 476 |
+
"recall": 0.0
|
| 477 |
+
},
|
| 478 |
+
"eval_TITREH": {
|
| 479 |
+
"f1": 0.8571428571428572,
|
| 480 |
+
"number": 33,
|
| 481 |
+
"precision": 0.9,
|
| 482 |
+
"recall": 0.8181818181818182
|
| 483 |
+
},
|
| 484 |
+
"eval_TITREP": {
|
| 485 |
+
"f1": 0.42857142857142855,
|
| 486 |
+
"number": 6,
|
| 487 |
+
"precision": 0.375,
|
| 488 |
+
"recall": 0.5
|
| 489 |
+
},
|
| 490 |
+
"eval_accuracy": 0.9562136168058719,
|
| 491 |
+
"eval_accuracy-all": 0.9678562389268539,
|
| 492 |
+
"eval_accuracy-das": 0.9719058466211086,
|
| 493 |
+
"eval_accuracy-l1": 0.9625411288281448,
|
| 494 |
+
"eval_accuracy-l2": 0.9731713490255631,
|
| 495 |
+
"eval_f1": 0.9531092194488529,
|
| 496 |
+
"eval_f1-all": 0.9517140773158278,
|
| 497 |
+
"eval_f1-das": 0.9583410479540826,
|
| 498 |
+
"eval_f1-l1": 0.9508196721311476,
|
| 499 |
+
"eval_f1-l2": 0.952855245683931,
|
| 500 |
+
"eval_loss": 0.16655875742435455,
|
| 501 |
+
"eval_precision": 0.946147235749069,
|
| 502 |
+
"eval_precision-all": 0.9457813859089591,
|
| 503 |
+
"eval_precision-das": 0.9528718703976435,
|
| 504 |
+
"eval_precision-l1": 0.9427244582043344,
|
| 505 |
+
"eval_precision-l2": 0.9497021839841164,
|
| 506 |
+
"eval_recall": 0.9601744186046511,
|
| 507 |
+
"eval_recall-all": 0.9577216676453317,
|
| 508 |
+
"eval_recall-das": 0.9638733705772812,
|
| 509 |
+
"eval_recall-l1": 0.9590551181102362,
|
| 510 |
+
"eval_recall-l2": 0.9560293137908061,
|
| 511 |
+
"eval_runtime": 5.1533,
|
| 512 |
+
"eval_samples_per_second": 131.179,
|
| 513 |
+
"eval_steps_per_second": 8.344,
|
| 514 |
+
"step": 500
|
| 515 |
+
},
|
| 516 |
+
{
|
| 517 |
+
"epoch": 1.57,
|
| 518 |
+
"eval_ACT": {
|
| 519 |
+
"f1": 0.9372623574144486,
|
| 520 |
+
"number": 519,
|
| 521 |
+
"precision": 0.924953095684803,
|
| 522 |
+
"recall": 0.9499036608863198
|
| 523 |
+
},
|
| 524 |
+
"eval_ACT_L1": {
|
| 525 |
+
"f1": 0.9515503875968994,
|
| 526 |
+
"number": 503,
|
| 527 |
+
"precision": 0.9281663516068053,
|
| 528 |
+
"recall": 0.9761431411530815
|
| 529 |
+
},
|
| 530 |
+
"eval_ACT_L2": {
|
| 531 |
+
"f1": 0.2,
|
| 532 |
+
"number": 16,
|
| 533 |
+
"precision": 0.5,
|
| 534 |
+
"recall": 0.125
|
| 535 |
+
},
|
| 536 |
+
"eval_CARDINAL": {
|
| 537 |
+
"f1": 0.9837997054491899,
|
| 538 |
+
"number": 678,
|
| 539 |
+
"precision": 0.9823529411764705,
|
| 540 |
+
"recall": 0.9852507374631269
|
| 541 |
+
},
|
| 542 |
+
"eval_DESC": {
|
| 543 |
+
"f1": 0.23333333333333334,
|
| 544 |
+
"number": 30,
|
| 545 |
+
"precision": 0.23333333333333334,
|
| 546 |
+
"recall": 0.23333333333333334
|
| 547 |
+
},
|
| 548 |
+
"eval_FT": {
|
| 549 |
+
"f1": 0.4,
|
| 550 |
+
"number": 7,
|
| 551 |
+
"precision": 0.6666666666666666,
|
| 552 |
+
"recall": 0.2857142857142857
|
| 553 |
+
},
|
| 554 |
+
"eval_LOC": {
|
| 555 |
+
"f1": 0.9521311475409836,
|
| 556 |
+
"number": 761,
|
| 557 |
+
"precision": 0.9502617801047121,
|
| 558 |
+
"recall": 0.9540078843626807
|
| 559 |
+
},
|
| 560 |
+
"eval_PER": {
|
| 561 |
+
"f1": 0.9646017699115044,
|
| 562 |
+
"number": 676,
|
| 563 |
+
"precision": 0.961764705882353,
|
| 564 |
+
"recall": 0.9674556213017751
|
| 565 |
+
},
|
| 566 |
+
"eval_SPAT": {
|
| 567 |
+
"f1": 0.9582132564841499,
|
| 568 |
+
"number": 694,
|
| 569 |
+
"precision": 0.9582132564841499,
|
| 570 |
+
"recall": 0.9582132564841499
|
| 571 |
+
},
|
| 572 |
+
"eval_TITRE": {
|
| 573 |
+
"f1": 0.0,
|
| 574 |
+
"number": 2,
|
| 575 |
+
"precision": 0.0,
|
| 576 |
+
"recall": 0.0
|
| 577 |
+
},
|
| 578 |
+
"eval_TITREH": {
|
| 579 |
+
"f1": 0.6666666666666666,
|
| 580 |
+
"number": 33,
|
| 581 |
+
"precision": 0.6388888888888888,
|
| 582 |
+
"recall": 0.696969696969697
|
| 583 |
+
},
|
| 584 |
+
"eval_TITREP": {
|
| 585 |
+
"f1": 0.30769230769230765,
|
| 586 |
+
"number": 6,
|
| 587 |
+
"precision": 0.2857142857142857,
|
| 588 |
+
"recall": 0.3333333333333333
|
| 589 |
+
},
|
| 590 |
+
"eval_accuracy": 0.9605163249810175,
|
| 591 |
+
"eval_accuracy-all": 0.9712730954188813,
|
| 592 |
+
"eval_accuracy-das": 0.9717792963806631,
|
| 593 |
+
"eval_accuracy-l1": 0.9660845355606176,
|
| 594 |
+
"eval_accuracy-l2": 0.976461655277145,
|
| 595 |
+
"eval_f1": 0.9545059403071573,
|
| 596 |
+
"eval_f1-all": 0.9483389433630909,
|
| 597 |
+
"eval_f1-das": 0.9562314540059347,
|
| 598 |
+
"eval_f1-l1": 0.9468473163105785,
|
| 599 |
+
"eval_f1-l2": 0.9502504173622704,
|
| 600 |
+
"eval_loss": 0.15178745985031128,
|
| 601 |
+
"eval_precision": 0.951473136915078,
|
| 602 |
+
"eval_precision-all": 0.945433323606653,
|
| 603 |
+
"eval_precision-das": 0.9523457702253417,
|
| 604 |
+
"eval_precision-l1": 0.9399896533885153,
|
| 605 |
+
"eval_precision-l2": 0.9524765729585006,
|
| 606 |
+
"eval_recall": 0.9575581395348837,
|
| 607 |
+
"eval_recall-all": 0.9512624779800353,
|
| 608 |
+
"eval_recall-das": 0.9601489757914339,
|
| 609 |
+
"eval_recall-l1": 0.9538057742782152,
|
| 610 |
+
"eval_recall-l2": 0.9480346435709527,
|
| 611 |
+
"eval_runtime": 5.4096,
|
| 612 |
+
"eval_samples_per_second": 124.964,
|
| 613 |
+
"eval_steps_per_second": 7.949,
|
| 614 |
+
"step": 600
|
| 615 |
+
},
|
| 616 |
+
{
|
| 617 |
+
"epoch": 1.84,
|
| 618 |
+
"eval_ACT": {
|
| 619 |
+
"f1": 0.9246704331450094,
|
| 620 |
+
"number": 519,
|
| 621 |
+
"precision": 0.9042357274401474,
|
| 622 |
+
"recall": 0.9460500963391136
|
| 623 |
+
},
|
| 624 |
+
"eval_ACT_L1": {
|
| 625 |
+
"f1": 0.9508840864440079,
|
| 626 |
+
"number": 503,
|
| 627 |
+
"precision": 0.9398058252427185,
|
| 628 |
+
"recall": 0.9622266401590457
|
| 629 |
+
},
|
| 630 |
+
"eval_ACT_L2": {
|
| 631 |
+
"f1": 0.3181818181818182,
|
| 632 |
+
"number": 16,
|
| 633 |
+
"precision": 0.25,
|
| 634 |
+
"recall": 0.4375
|
| 635 |
+
},
|
| 636 |
+
"eval_CARDINAL": {
|
| 637 |
+
"f1": 0.9896907216494845,
|
| 638 |
+
"number": 678,
|
| 639 |
+
"precision": 0.9882352941176471,
|
| 640 |
+
"recall": 0.9911504424778761
|
| 641 |
+
},
|
| 642 |
+
"eval_DESC": {
|
| 643 |
+
"f1": 0.38554216867469876,
|
| 644 |
+
"number": 30,
|
| 645 |
+
"precision": 0.3018867924528302,
|
| 646 |
+
"recall": 0.5333333333333333
|
| 647 |
+
},
|
| 648 |
+
"eval_FT": {
|
| 649 |
+
"f1": 0.5454545454545454,
|
| 650 |
+
"number": 7,
|
| 651 |
+
"precision": 0.75,
|
| 652 |
+
"recall": 0.42857142857142855
|
| 653 |
+
},
|
| 654 |
+
"eval_LOC": {
|
| 655 |
+
"f1": 0.9503916449086162,
|
| 656 |
+
"number": 761,
|
| 657 |
+
"precision": 0.9442282749675746,
|
| 658 |
+
"recall": 0.9566360052562418
|
| 659 |
+
},
|
| 660 |
+
"eval_PER": {
|
| 661 |
+
"f1": 0.9748892171344165,
|
| 662 |
+
"number": 676,
|
| 663 |
+
"precision": 0.9734513274336283,
|
| 664 |
+
"recall": 0.9763313609467456
|
| 665 |
+
},
|
| 666 |
+
"eval_SPAT": {
|
| 667 |
+
"f1": 0.9633357296908699,
|
| 668 |
+
"number": 694,
|
| 669 |
+
"precision": 0.9612625538020086,
|
| 670 |
+
"recall": 0.9654178674351584
|
| 671 |
+
},
|
| 672 |
+
"eval_TITRE": {
|
| 673 |
+
"f1": 0.0,
|
| 674 |
+
"number": 2,
|
| 675 |
+
"precision": 0.0,
|
| 676 |
+
"recall": 0.0
|
| 677 |
+
},
|
| 678 |
+
"eval_TITREH": {
|
| 679 |
+
"f1": 0.8059701492537314,
|
| 680 |
+
"number": 33,
|
| 681 |
+
"precision": 0.7941176470588235,
|
| 682 |
+
"recall": 0.8181818181818182
|
| 683 |
+
},
|
| 684 |
+
"eval_TITREP": {
|
| 685 |
+
"f1": 0.3636363636363636,
|
| 686 |
+
"number": 6,
|
| 687 |
+
"precision": 0.4,
|
| 688 |
+
"recall": 0.3333333333333333
|
| 689 |
+
},
|
| 690 |
+
"eval_accuracy": 0.95292331055429,
|
| 691 |
+
"eval_accuracy-all": 0.9636168058719311,
|
| 692 |
+
"eval_accuracy-das": 0.9739306504682359,
|
| 693 |
+
"eval_accuracy-l1": 0.9598835737787902,
|
| 694 |
+
"eval_accuracy-l2": 0.9673500379650721,
|
| 695 |
+
"eval_f1": 0.9544799769518871,
|
| 696 |
+
"eval_f1-all": 0.9515354388007569,
|
| 697 |
+
"eval_f1-das": 0.9612604263206673,
|
| 698 |
+
"eval_f1-l1": 0.9511434511434511,
|
| 699 |
+
"eval_f1-l2": 0.9520344029110156,
|
| 700 |
+
"eval_loss": 0.14892005920410156,
|
| 701 |
+
"eval_precision": 0.9460308395202741,
|
| 702 |
+
"eval_precision-all": 0.9434343434343434,
|
| 703 |
+
"eval_precision-das": 0.9568265682656827,
|
| 704 |
+
"eval_precision-l1": 0.9418425115800309,
|
| 705 |
+
"eval_precision-l2": 0.9454664914586071,
|
| 706 |
+
"eval_recall": 0.9630813953488372,
|
| 707 |
+
"eval_recall-all": 0.959776864357017,
|
| 708 |
+
"eval_recall-das": 0.9657355679702049,
|
| 709 |
+
"eval_recall-l1": 0.9606299212598425,
|
| 710 |
+
"eval_recall-l2": 0.9586942038640907,
|
| 711 |
+
"eval_runtime": 5.2405,
|
| 712 |
+
"eval_samples_per_second": 128.995,
|
| 713 |
+
"eval_steps_per_second": 8.205,
|
| 714 |
+
"step": 700
|
| 715 |
+
},
|
| 716 |
+
{
|
| 717 |
+
"epoch": 2.1,
|
| 718 |
+
"eval_ACT": {
|
| 719 |
+
"f1": 0.9232209737827716,
|
| 720 |
+
"number": 519,
|
| 721 |
+
"precision": 0.8979963570127505,
|
| 722 |
+
"recall": 0.9499036608863198
|
| 723 |
+
},
|
| 724 |
+
"eval_ACT_L1": {
|
| 725 |
+
"f1": 0.9539666993143977,
|
| 726 |
+
"number": 503,
|
| 727 |
+
"precision": 0.9401544401544402,
|
| 728 |
+
"recall": 0.9681908548707754
|
| 729 |
+
},
|
| 730 |
+
"eval_ACT_L2": {
|
| 731 |
+
"f1": 0.25531914893617014,
|
| 732 |
+
"number": 16,
|
| 733 |
+
"precision": 0.1935483870967742,
|
| 734 |
+
"recall": 0.375
|
| 735 |
+
},
|
| 736 |
+
"eval_CARDINAL": {
|
| 737 |
+
"f1": 0.9882179675994109,
|
| 738 |
+
"number": 678,
|
| 739 |
+
"precision": 0.986764705882353,
|
| 740 |
+
"recall": 0.9896755162241888
|
| 741 |
+
},
|
| 742 |
+
"eval_DESC": {
|
| 743 |
+
"f1": 0.3614457831325301,
|
| 744 |
+
"number": 30,
|
| 745 |
+
"precision": 0.2830188679245283,
|
| 746 |
+
"recall": 0.5
|
| 747 |
+
},
|
| 748 |
+
"eval_FT": {
|
| 749 |
+
"f1": 0.5454545454545454,
|
| 750 |
+
"number": 7,
|
| 751 |
+
"precision": 0.75,
|
| 752 |
+
"recall": 0.42857142857142855
|
| 753 |
+
},
|
| 754 |
+
"eval_LOC": {
|
| 755 |
+
"f1": 0.9589041095890412,
|
| 756 |
+
"number": 761,
|
| 757 |
+
"precision": 0.9520725388601037,
|
| 758 |
+
"recall": 0.9658344283837057
|
| 759 |
+
},
|
| 760 |
+
"eval_PER": {
|
| 761 |
+
"f1": 0.9727339719970524,
|
| 762 |
+
"number": 676,
|
| 763 |
+
"precision": 0.9691629955947136,
|
| 764 |
+
"recall": 0.9763313609467456
|
| 765 |
+
},
|
| 766 |
+
"eval_SPAT": {
|
| 767 |
+
"f1": 0.9662113587347233,
|
| 768 |
+
"number": 694,
|
| 769 |
+
"precision": 0.9641319942611191,
|
| 770 |
+
"recall": 0.968299711815562
|
| 771 |
+
},
|
| 772 |
+
"eval_TITRE": {
|
| 773 |
+
"f1": 0.0,
|
| 774 |
+
"number": 2,
|
| 775 |
+
"precision": 0.0,
|
| 776 |
+
"recall": 0.0
|
| 777 |
+
},
|
| 778 |
+
"eval_TITREH": {
|
| 779 |
+
"f1": 0.8787878787878788,
|
| 780 |
+
"number": 33,
|
| 781 |
+
"precision": 0.8787878787878788,
|
| 782 |
+
"recall": 0.8787878787878788
|
| 783 |
+
},
|
| 784 |
+
"eval_TITREP": {
|
| 785 |
+
"f1": 0.3636363636363636,
|
| 786 |
+
"number": 6,
|
| 787 |
+
"precision": 0.4,
|
| 788 |
+
"recall": 0.3333333333333333
|
| 789 |
+
},
|
| 790 |
+
"eval_accuracy": 0.9635535307517085,
|
| 791 |
+
"eval_accuracy-all": 0.9731080739053404,
|
| 792 |
+
"eval_accuracy-das": 0.9776006074411542,
|
| 793 |
+
"eval_accuracy-l1": 0.9689951910908631,
|
| 794 |
+
"eval_accuracy-l2": 0.9772209567198178,
|
| 795 |
+
"eval_f1": 0.9572477328343171,
|
| 796 |
+
"eval_f1-all": 0.9534883720930232,
|
| 797 |
+
"eval_f1-das": 0.96532542184313,
|
| 798 |
+
"eval_f1-l1": 0.9517384535547483,
|
| 799 |
+
"eval_f1-l2": 0.9557171183079973,
|
| 800 |
+
"eval_loss": 0.12363296002149582,
|
| 801 |
+
"eval_precision": 0.9481037924151696,
|
| 802 |
+
"eval_precision-all": 0.9441565918249856,
|
| 803 |
+
"eval_precision-das": 0.9612259970457903,
|
| 804 |
+
"eval_precision-l1": 0.9409953822473063,
|
| 805 |
+
"eval_precision-l2": 0.9481967213114754,
|
| 806 |
+
"eval_recall": 0.9665697674418605,
|
| 807 |
+
"eval_recall-all": 0.9630064591896653,
|
| 808 |
+
"eval_recall-das": 0.9694599627560522,
|
| 809 |
+
"eval_recall-l1": 0.9627296587926509,
|
| 810 |
+
"eval_recall-l2": 0.9633577614923384,
|
| 811 |
+
"eval_runtime": 5.5172,
|
| 812 |
+
"eval_samples_per_second": 122.526,
|
| 813 |
+
"eval_steps_per_second": 7.794,
|
| 814 |
+
"step": 800
|
| 815 |
+
},
|
| 816 |
+
{
|
| 817 |
+
"epoch": 2.36,
|
| 818 |
+
"eval_ACT": {
|
| 819 |
+
"f1": 0.9430740037950663,
|
| 820 |
+
"number": 519,
|
| 821 |
+
"precision": 0.9289719626168225,
|
| 822 |
+
"recall": 0.9576107899807321
|
| 823 |
+
},
|
| 824 |
+
"eval_ACT_L1": {
|
| 825 |
+
"f1": 0.9610136452241714,
|
| 826 |
+
"number": 503,
|
| 827 |
+
"precision": 0.9426386233269598,
|
| 828 |
+
"recall": 0.9801192842942346
|
| 829 |
+
},
|
| 830 |
+
"eval_ACT_L2": {
|
| 831 |
+
"f1": 0.28571428571428575,
|
| 832 |
+
"number": 16,
|
| 833 |
+
"precision": 0.3333333333333333,
|
| 834 |
+
"recall": 0.25
|
| 835 |
+
},
|
| 836 |
+
"eval_CARDINAL": {
|
| 837 |
+
"f1": 0.9882179675994109,
|
| 838 |
+
"number": 678,
|
| 839 |
+
"precision": 0.986764705882353,
|
| 840 |
+
"recall": 0.9896755162241888
|
| 841 |
+
},
|
| 842 |
+
"eval_DESC": {
|
| 843 |
+
"f1": 0.42424242424242425,
|
| 844 |
+
"number": 30,
|
| 845 |
+
"precision": 0.3888888888888889,
|
| 846 |
+
"recall": 0.4666666666666667
|
| 847 |
+
},
|
| 848 |
+
"eval_FT": {
|
| 849 |
+
"f1": 0.5454545454545454,
|
| 850 |
+
"number": 7,
|
| 851 |
+
"precision": 0.75,
|
| 852 |
+
"recall": 0.42857142857142855
|
| 853 |
+
},
|
| 854 |
+
"eval_LOC": {
|
| 855 |
+
"f1": 0.9577098243331165,
|
| 856 |
+
"number": 761,
|
| 857 |
+
"precision": 0.9484536082474226,
|
| 858 |
+
"recall": 0.9671484888304862
|
| 859 |
+
},
|
| 860 |
+
"eval_PER": {
|
| 861 |
+
"f1": 0.9800738007380073,
|
| 862 |
+
"number": 676,
|
| 863 |
+
"precision": 0.9779086892488954,
|
| 864 |
+
"recall": 0.9822485207100592
|
| 865 |
+
},
|
| 866 |
+
"eval_SPAT": {
|
| 867 |
+
"f1": 0.9734767025089606,
|
| 868 |
+
"number": 694,
|
| 869 |
+
"precision": 0.9686162624821684,
|
| 870 |
+
"recall": 0.978386167146974
|
| 871 |
+
},
|
| 872 |
+
"eval_TITRE": {
|
| 873 |
+
"f1": 0.0,
|
| 874 |
+
"number": 2,
|
| 875 |
+
"precision": 0.0,
|
| 876 |
+
"recall": 0.0
|
| 877 |
+
},
|
| 878 |
+
"eval_TITREH": {
|
| 879 |
+
"f1": 0.8656716417910447,
|
| 880 |
+
"number": 33,
|
| 881 |
+
"precision": 0.8529411764705882,
|
| 882 |
+
"recall": 0.8787878787878788
|
| 883 |
+
},
|
| 884 |
+
"eval_TITREP": {
|
| 885 |
+
"f1": 0.4,
|
| 886 |
+
"number": 6,
|
| 887 |
+
"precision": 0.3333333333333333,
|
| 888 |
+
"recall": 0.5
|
| 889 |
+
},
|
| 890 |
+
"eval_accuracy": 0.966464186281954,
|
| 891 |
+
"eval_accuracy-all": 0.9758289040749177,
|
| 892 |
+
"eval_accuracy-das": 0.9776006074411542,
|
| 893 |
+
"eval_accuracy-l1": 0.9732978992660086,
|
| 894 |
+
"eval_accuracy-l2": 0.9783599088838268,
|
| 895 |
+
"eval_f1": 0.9596425482848083,
|
| 896 |
+
"eval_f1-all": 0.9609329446064141,
|
| 897 |
+
"eval_f1-das": 0.9650453116330684,
|
| 898 |
+
"eval_f1-l1": 0.9625390218522373,
|
| 899 |
+
"eval_f1-l2": 0.9588859416445624,
|
| 900 |
+
"eval_loss": 0.14185747504234314,
|
| 901 |
+
"eval_precision": 0.9516866781017724,
|
| 902 |
+
"eval_precision-all": 0.9542559351476549,
|
| 903 |
+
"eval_precision-das": 0.9584864070536371,
|
| 904 |
+
"eval_precision-l1": 0.9541000515729757,
|
| 905 |
+
"eval_precision-l2": 0.9544554455445544,
|
| 906 |
+
"eval_recall": 0.9677325581395348,
|
| 907 |
+
"eval_recall-all": 0.9677040516735174,
|
| 908 |
+
"eval_recall-das": 0.9716945996275606,
|
| 909 |
+
"eval_recall-l1": 0.9711286089238845,
|
| 910 |
+
"eval_recall-l2": 0.9633577614923384,
|
| 911 |
+
"eval_runtime": 5.3064,
|
| 912 |
+
"eval_samples_per_second": 127.395,
|
| 913 |
+
"eval_steps_per_second": 8.103,
|
| 914 |
+
"step": 900
|
| 915 |
+
},
|
| 916 |
+
{
|
| 917 |
+
"epoch": 2.62,
|
| 918 |
+
"learning_rate": 8e-05,
|
| 919 |
+
"loss": 0.125,
|
| 920 |
+
"step": 1000
|
| 921 |
+
},
|
| 922 |
+
{
|
| 923 |
+
"epoch": 2.62,
|
| 924 |
+
"eval_ACT": {
|
| 925 |
+
"f1": 0.935483870967742,
|
| 926 |
+
"number": 519,
|
| 927 |
+
"precision": 0.9214953271028037,
|
| 928 |
+
"recall": 0.9499036608863198
|
| 929 |
+
},
|
| 930 |
+
"eval_ACT_L1": {
|
| 931 |
+
"f1": 0.9489194499017682,
|
| 932 |
+
"number": 503,
|
| 933 |
+
"precision": 0.9378640776699029,
|
| 934 |
+
"recall": 0.9602385685884692
|
| 935 |
+
},
|
| 936 |
+
"eval_ACT_L2": {
|
| 937 |
+
"f1": 0.5555555555555556,
|
| 938 |
+
"number": 16,
|
| 939 |
+
"precision": 0.5,
|
| 940 |
+
"recall": 0.625
|
| 941 |
+
},
|
| 942 |
+
"eval_CARDINAL": {
|
| 943 |
+
"f1": 0.9896755162241888,
|
| 944 |
+
"number": 678,
|
| 945 |
+
"precision": 0.9896755162241888,
|
| 946 |
+
"recall": 0.9896755162241888
|
| 947 |
+
},
|
| 948 |
+
"eval_DESC": {
|
| 949 |
+
"f1": 0.5121951219512195,
|
| 950 |
+
"number": 30,
|
| 951 |
+
"precision": 0.40384615384615385,
|
| 952 |
+
"recall": 0.7
|
| 953 |
+
},
|
| 954 |
+
"eval_FT": {
|
| 955 |
+
"f1": 0.5454545454545454,
|
| 956 |
+
"number": 7,
|
| 957 |
+
"precision": 0.75,
|
| 958 |
+
"recall": 0.42857142857142855
|
| 959 |
+
},
|
| 960 |
+
"eval_LOC": {
|
| 961 |
+
"f1": 0.9679529103989536,
|
| 962 |
+
"number": 761,
|
| 963 |
+
"precision": 0.9635416666666666,
|
| 964 |
+
"recall": 0.9724047306176085
|
| 965 |
+
},
|
| 966 |
+
"eval_PER": {
|
| 967 |
+
"f1": 0.9741315594974131,
|
| 968 |
+
"number": 676,
|
| 969 |
+
"precision": 0.9734121122599705,
|
| 970 |
+
"recall": 0.9748520710059172
|
| 971 |
+
},
|
| 972 |
+
"eval_SPAT": {
|
| 973 |
+
"f1": 0.9727011494252873,
|
| 974 |
+
"number": 694,
|
| 975 |
+
"precision": 0.9699140401146131,
|
| 976 |
+
"recall": 0.9755043227665706
|
| 977 |
+
},
|
| 978 |
+
"eval_TITRE": {
|
| 979 |
+
"f1": 0.0,
|
| 980 |
+
"number": 2,
|
| 981 |
+
"precision": 0.0,
|
| 982 |
+
"recall": 0.0
|
| 983 |
+
},
|
| 984 |
+
"eval_TITREH": {
|
| 985 |
+
"f1": 0.7384615384615384,
|
| 986 |
+
"number": 33,
|
| 987 |
+
"precision": 0.75,
|
| 988 |
+
"recall": 0.7272727272727273
|
| 989 |
+
},
|
| 990 |
+
"eval_TITREP": {
|
| 991 |
+
"f1": 0.30769230769230765,
|
| 992 |
+
"number": 6,
|
| 993 |
+
"precision": 0.2857142857142857,
|
| 994 |
+
"recall": 0.3333333333333333
|
| 995 |
+
},
|
| 996 |
+
"eval_accuracy": 0.9697544925335359,
|
| 997 |
+
"eval_accuracy-all": 0.9778537079220451,
|
| 998 |
+
"eval_accuracy-das": 0.9803847127309542,
|
| 999 |
+
"eval_accuracy-l1": 0.9754492533535813,
|
| 1000 |
+
"eval_accuracy-l2": 0.9802581624905087,
|
| 1001 |
+
"eval_f1": 0.9626951995373046,
|
| 1002 |
+
"eval_f1-all": 0.9596033250692723,
|
| 1003 |
+
"eval_f1-das": 0.9673226884515411,
|
| 1004 |
+
"eval_f1-l1": 0.9565895502989343,
|
| 1005 |
+
"eval_f1-l2": 0.963455149501661,
|
| 1006 |
+
"eval_loss": 0.11307696253061295,
|
| 1007 |
+
"eval_precision": 0.9577100115074798,
|
| 1008 |
+
"eval_precision-all": 0.9533468559837728,
|
| 1009 |
+
"eval_precision-das": 0.9644576082932247,
|
| 1010 |
+
"eval_precision-l1": 0.9474768280123584,
|
| 1011 |
+
"eval_precision-l2": 0.9609012591119946,
|
| 1012 |
+
"eval_recall": 0.9677325581395348,
|
| 1013 |
+
"eval_recall-all": 0.9659424544920728,
|
| 1014 |
+
"eval_recall-das": 0.9702048417132216,
|
| 1015 |
+
"eval_recall-l1": 0.9658792650918635,
|
| 1016 |
+
"eval_recall-l2": 0.966022651565623,
|
| 1017 |
+
"eval_runtime": 5.3265,
|
| 1018 |
+
"eval_samples_per_second": 126.912,
|
| 1019 |
+
"eval_steps_per_second": 8.073,
|
| 1020 |
+
"step": 1000
|
| 1021 |
+
},
|
| 1022 |
+
{
|
| 1023 |
+
"epoch": 2.89,
|
| 1024 |
+
"eval_ACT": {
|
| 1025 |
+
"f1": 0.9460737937559129,
|
| 1026 |
+
"number": 519,
|
| 1027 |
+
"precision": 0.929368029739777,
|
| 1028 |
+
"recall": 0.9633911368015414
|
| 1029 |
+
},
|
| 1030 |
+
"eval_ACT_L1": {
|
| 1031 |
+
"f1": 0.9647058823529412,
|
| 1032 |
+
"number": 503,
|
| 1033 |
+
"precision": 0.9516441005802708,
|
| 1034 |
+
"recall": 0.9781312127236581
|
| 1035 |
+
},
|
| 1036 |
+
"eval_ACT_L2": {
|
| 1037 |
+
"f1": 0.4324324324324324,
|
| 1038 |
+
"number": 16,
|
| 1039 |
+
"precision": 0.38095238095238093,
|
| 1040 |
+
"recall": 0.5
|
| 1041 |
+
},
|
| 1042 |
+
"eval_CARDINAL": {
|
| 1043 |
+
"f1": 0.9889462048636699,
|
| 1044 |
+
"number": 678,
|
| 1045 |
+
"precision": 0.9882179675994109,
|
| 1046 |
+
"recall": 0.9896755162241888
|
| 1047 |
+
},
|
| 1048 |
+
"eval_DESC": {
|
| 1049 |
+
"f1": 0.5066666666666666,
|
| 1050 |
+
"number": 30,
|
| 1051 |
+
"precision": 0.4222222222222222,
|
| 1052 |
+
"recall": 0.6333333333333333
|
| 1053 |
+
},
|
| 1054 |
+
"eval_FT": {
|
| 1055 |
+
"f1": 0.5,
|
| 1056 |
+
"number": 7,
|
| 1057 |
+
"precision": 0.6,
|
| 1058 |
+
"recall": 0.42857142857142855
|
| 1059 |
+
},
|
| 1060 |
+
"eval_LOC": {
|
| 1061 |
+
"f1": 0.9620915032679739,
|
| 1062 |
+
"number": 761,
|
| 1063 |
+
"precision": 0.9570871261378413,
|
| 1064 |
+
"recall": 0.9671484888304862
|
| 1065 |
+
},
|
| 1066 |
+
"eval_PER": {
|
| 1067 |
+
"f1": 0.980825958702065,
|
| 1068 |
+
"number": 676,
|
| 1069 |
+
"precision": 0.9779411764705882,
|
| 1070 |
+
"recall": 0.9837278106508875
|
| 1071 |
+
},
|
| 1072 |
+
"eval_SPAT": {
|
| 1073 |
+
"f1": 0.9698275862068965,
|
| 1074 |
+
"number": 694,
|
| 1075 |
+
"precision": 0.9670487106017192,
|
| 1076 |
+
"recall": 0.9726224783861671
|
| 1077 |
+
},
|
| 1078 |
+
"eval_TITRE": {
|
| 1079 |
+
"f1": 0.0,
|
| 1080 |
+
"number": 2,
|
| 1081 |
+
"precision": 0.0,
|
| 1082 |
+
"recall": 0.0
|
| 1083 |
+
},
|
| 1084 |
+
"eval_TITREH": {
|
| 1085 |
+
"f1": 0.9090909090909091,
|
| 1086 |
+
"number": 33,
|
| 1087 |
+
"precision": 0.9090909090909091,
|
| 1088 |
+
"recall": 0.9090909090909091
|
| 1089 |
+
},
|
| 1090 |
+
"eval_TITREP": {
|
| 1091 |
+
"f1": 0.28571428571428575,
|
| 1092 |
+
"number": 6,
|
| 1093 |
+
"precision": 0.25,
|
| 1094 |
+
"recall": 0.3333333333333333
|
| 1095 |
+
},
|
| 1096 |
+
"eval_accuracy": 0.9725385978233358,
|
| 1097 |
+
"eval_accuracy-all": 0.9804479878511769,
|
| 1098 |
+
"eval_accuracy-das": 0.9808909136927361,
|
| 1099 |
+
"eval_accuracy-l1": 0.9793723108073905,
|
| 1100 |
+
"eval_accuracy-l2": 0.9815236648949633,
|
| 1101 |
+
"eval_f1": 0.964053702901689,
|
| 1102 |
+
"eval_f1-all": 0.9622504008162075,
|
| 1103 |
+
"eval_f1-das": 0.969213649851632,
|
| 1104 |
+
"eval_f1-l1": 0.9628088426527959,
|
| 1105 |
+
"eval_f1-l2": 0.9615384615384616,
|
| 1106 |
+
"eval_loss": 0.11332696676254272,
|
| 1107 |
+
"eval_precision": 0.9575566389446516,
|
| 1108 |
+
"eval_precision-all": 0.9554269175108538,
|
| 1109 |
+
"eval_precision-das": 0.9652752124122645,
|
| 1110 |
+
"eval_precision-l1": 0.9541237113402062,
|
| 1111 |
+
"eval_precision-l2": 0.9570957095709571,
|
| 1112 |
+
"eval_recall": 0.9706395348837209,
|
| 1113 |
+
"eval_recall-all": 0.9691720493247211,
|
| 1114 |
+
"eval_recall-das": 0.9731843575418995,
|
| 1115 |
+
"eval_recall-l1": 0.9716535433070866,
|
| 1116 |
+
"eval_recall-l2": 0.966022651565623,
|
| 1117 |
+
"eval_runtime": 5.5511,
|
| 1118 |
+
"eval_samples_per_second": 121.778,
|
| 1119 |
+
"eval_steps_per_second": 7.746,
|
| 1120 |
+
"step": 1100
|
| 1121 |
+
},
|
| 1122 |
+
{
|
| 1123 |
+
"epoch": 3.15,
|
| 1124 |
+
"eval_ACT": {
|
| 1125 |
+
"f1": 0.9438629876308278,
|
| 1126 |
+
"number": 519,
|
| 1127 |
+
"precision": 0.9323308270676691,
|
| 1128 |
+
"recall": 0.9556840077071291
|
| 1129 |
+
},
|
| 1130 |
+
"eval_ACT_L1": {
|
| 1131 |
+
"f1": 0.9596059113300494,
|
| 1132 |
+
"number": 503,
|
| 1133 |
+
"precision": 0.951171875,
|
| 1134 |
+
"recall": 0.9681908548707754
|
| 1135 |
+
},
|
| 1136 |
+
"eval_ACT_L2": {
|
| 1137 |
+
"f1": 0.5,
|
| 1138 |
+
"number": 16,
|
| 1139 |
+
"precision": 0.45,
|
| 1140 |
+
"recall": 0.5625
|
| 1141 |
+
},
|
| 1142 |
+
"eval_CARDINAL": {
|
| 1143 |
+
"f1": 0.988962472406181,
|
| 1144 |
+
"number": 678,
|
| 1145 |
+
"precision": 0.986784140969163,
|
| 1146 |
+
"recall": 0.9911504424778761
|
| 1147 |
+
},
|
| 1148 |
+
"eval_DESC": {
|
| 1149 |
+
"f1": 0.5277777777777778,
|
| 1150 |
+
"number": 30,
|
| 1151 |
+
"precision": 0.4523809523809524,
|
| 1152 |
+
"recall": 0.6333333333333333
|
| 1153 |
+
},
|
| 1154 |
+
"eval_FT": {
|
| 1155 |
+
"f1": 0.4,
|
| 1156 |
+
"number": 7,
|
| 1157 |
+
"precision": 0.6666666666666666,
|
| 1158 |
+
"recall": 0.2857142857142857
|
| 1159 |
+
},
|
| 1160 |
+
"eval_LOC": {
|
| 1161 |
+
"f1": 0.9593709043250329,
|
| 1162 |
+
"number": 761,
|
| 1163 |
+
"precision": 0.9568627450980393,
|
| 1164 |
+
"recall": 0.961892247043364
|
| 1165 |
+
},
|
| 1166 |
+
"eval_PER": {
|
| 1167 |
+
"f1": 0.9792899408284024,
|
| 1168 |
+
"number": 676,
|
| 1169 |
+
"precision": 0.9792899408284024,
|
| 1170 |
+
"recall": 0.9792899408284024
|
| 1171 |
+
},
|
| 1172 |
+
"eval_SPAT": {
|
| 1173 |
+
"f1": 0.9619526202440775,
|
| 1174 |
+
"number": 694,
|
| 1175 |
+
"precision": 0.9585121602288984,
|
| 1176 |
+
"recall": 0.9654178674351584
|
| 1177 |
+
},
|
| 1178 |
+
"eval_TITRE": {
|
| 1179 |
+
"f1": 0.0,
|
| 1180 |
+
"number": 2,
|
| 1181 |
+
"precision": 0.0,
|
| 1182 |
+
"recall": 0.0
|
| 1183 |
+
},
|
| 1184 |
+
"eval_TITREH": {
|
| 1185 |
+
"f1": 0.8615384615384615,
|
| 1186 |
+
"number": 33,
|
| 1187 |
+
"precision": 0.875,
|
| 1188 |
+
"recall": 0.8484848484848485
|
| 1189 |
+
},
|
| 1190 |
+
"eval_TITREP": {
|
| 1191 |
+
"f1": 0.3333333333333333,
|
| 1192 |
+
"number": 6,
|
| 1193 |
+
"precision": 0.3333333333333333,
|
| 1194 |
+
"recall": 0.3333333333333333
|
| 1195 |
+
},
|
| 1196 |
+
"eval_accuracy": 0.9689951910908631,
|
| 1197 |
+
"eval_accuracy-all": 0.976461655277145,
|
| 1198 |
+
"eval_accuracy-das": 0.9806378132118451,
|
| 1199 |
+
"eval_accuracy-l1": 0.9748165021513541,
|
| 1200 |
+
"eval_accuracy-l2": 0.978106808402936,
|
| 1201 |
+
"eval_f1": 0.9645081848471678,
|
| 1202 |
+
"eval_f1-all": 0.9596609178602747,
|
| 1203 |
+
"eval_f1-das": 0.9675023212627669,
|
| 1204 |
+
"eval_f1-l1": 0.9587897756911842,
|
| 1205 |
+
"eval_f1-l2": 0.9607712765957446,
|
| 1206 |
+
"eval_loss": 0.1283569037914276,
|
| 1207 |
+
"eval_precision": 0.9613052266820675,
|
| 1208 |
+
"eval_precision-all": 0.9554714784633295,
|
| 1209 |
+
"eval_precision-das": 0.9648148148148148,
|
| 1210 |
+
"eval_precision-l1": 0.9528252980819077,
|
| 1211 |
+
"eval_precision-l2": 0.9588586595885866,
|
| 1212 |
+
"eval_recall": 0.9677325581395348,
|
| 1213 |
+
"eval_recall-all": 0.9638872577803875,
|
| 1214 |
+
"eval_recall-das": 0.9702048417132216,
|
| 1215 |
+
"eval_recall-l1": 0.9648293963254593,
|
| 1216 |
+
"eval_recall-l2": 0.9626915389740173,
|
| 1217 |
+
"eval_runtime": 5.3323,
|
| 1218 |
+
"eval_samples_per_second": 126.776,
|
| 1219 |
+
"eval_steps_per_second": 8.064,
|
| 1220 |
+
"step": 1200
|
| 1221 |
+
}
|
| 1222 |
+
],
|
| 1223 |
+
"max_steps": 5000,
|
| 1224 |
+
"num_train_epochs": 14,
|
| 1225 |
+
"total_flos": 489050884121184.0,
|
| 1226 |
+
"trial_name": null,
|
| 1227 |
+
"trial_params": null
|
| 1228 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2efa420dbb1d24e9f2e7debee6190fec9fc1f4f48510f0e5ead5916e920b6a85
|
| 3 |
+
size 3503
|