Training in progress, epoch 2, checkpoint
Browse files- checkpoint-162/config.json +61 -0
- checkpoint-162/merges.txt +0 -0
- checkpoint-162/model.safetensors +3 -0
- checkpoint-162/optimizer.pt +3 -0
- checkpoint-162/rng_state.pth +3 -0
- checkpoint-162/scheduler.pt +3 -0
- checkpoint-162/special_tokens_map.json +15 -0
- checkpoint-162/tokenizer.json +0 -0
- checkpoint-162/tokenizer_config.json +57 -0
- checkpoint-162/trainer_state.json +147 -0
- checkpoint-162/training_args.bin +3 -0
- checkpoint-162/vocab.json +0 -0
checkpoint-162/config.json
ADDED
|
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "allenai/longformer-base-4096",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"LongformerForTokenClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_mode": "longformer",
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"attention_window": [
|
| 9 |
+
700,
|
| 10 |
+
700,
|
| 11 |
+
700,
|
| 12 |
+
700,
|
| 13 |
+
700,
|
| 14 |
+
700,
|
| 15 |
+
700,
|
| 16 |
+
700,
|
| 17 |
+
700,
|
| 18 |
+
700,
|
| 19 |
+
700,
|
| 20 |
+
700
|
| 21 |
+
],
|
| 22 |
+
"bos_token_id": 0,
|
| 23 |
+
"eos_token_id": 2,
|
| 24 |
+
"gradient_checkpointing": false,
|
| 25 |
+
"hidden_act": "gelu",
|
| 26 |
+
"hidden_dropout_prob": 0.1,
|
| 27 |
+
"hidden_size": 768,
|
| 28 |
+
"id2label": {
|
| 29 |
+
"0": "O",
|
| 30 |
+
"1": "B-MajorClaim",
|
| 31 |
+
"2": "I-MajorClaim",
|
| 32 |
+
"3": "B-Claim",
|
| 33 |
+
"4": "I-Claim",
|
| 34 |
+
"5": "B-Premise",
|
| 35 |
+
"6": "I-Premise"
|
| 36 |
+
},
|
| 37 |
+
"ignore_attention_mask": false,
|
| 38 |
+
"initializer_range": 0.02,
|
| 39 |
+
"intermediate_size": 3072,
|
| 40 |
+
"label2id": {
|
| 41 |
+
"B-Claim": 3,
|
| 42 |
+
"B-MajorClaim": 1,
|
| 43 |
+
"B-Premise": 5,
|
| 44 |
+
"I-Claim": 4,
|
| 45 |
+
"I-MajorClaim": 2,
|
| 46 |
+
"I-Premise": 6,
|
| 47 |
+
"O": 0
|
| 48 |
+
},
|
| 49 |
+
"layer_norm_eps": 1e-05,
|
| 50 |
+
"max_position_embeddings": 4098,
|
| 51 |
+
"model_type": "longformer",
|
| 52 |
+
"num_attention_heads": 12,
|
| 53 |
+
"num_hidden_layers": 12,
|
| 54 |
+
"onnx_export": false,
|
| 55 |
+
"pad_token_id": 1,
|
| 56 |
+
"sep_token_id": 2,
|
| 57 |
+
"torch_dtype": "float32",
|
| 58 |
+
"transformers_version": "4.38.2",
|
| 59 |
+
"type_vocab_size": 1,
|
| 60 |
+
"vocab_size": 50265
|
| 61 |
+
}
|
checkpoint-162/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-162/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:114962037ab2b767d6a27e18514e938d520c664112c1d11d515b4d3c78da9e97
|
| 3 |
+
size 592330980
|
checkpoint-162/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3b62bd604ca40fd175df0e84a502e564659ee4e3c908954165ef94c1b4544949
|
| 3 |
+
size 1014670074
|
checkpoint-162/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6613e657dfa5c91f076329239ba74e9bccea696a05690b1f35a5faffc85df4aa
|
| 3 |
+
size 14244
|
checkpoint-162/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0bd8264931534616018335b535732049961e4647585455e22b74dcb3e6034c63
|
| 3 |
+
size 1064
|
checkpoint-162/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-162/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-162/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-162/trainer_state.json
ADDED
|
@@ -0,0 +1,147 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 2.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 162,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"eval_B-Claim": {
|
| 14 |
+
"f1-score": 0.0,
|
| 15 |
+
"precision": 0.0,
|
| 16 |
+
"recall": 0.0,
|
| 17 |
+
"support": 295.0
|
| 18 |
+
},
|
| 19 |
+
"eval_B-MajorClaim": {
|
| 20 |
+
"f1-score": 0.0,
|
| 21 |
+
"precision": 0.0,
|
| 22 |
+
"recall": 0.0,
|
| 23 |
+
"support": 156.0
|
| 24 |
+
},
|
| 25 |
+
"eval_B-Premise": {
|
| 26 |
+
"f1-score": 0.6820276497695853,
|
| 27 |
+
"precision": 0.6540404040404041,
|
| 28 |
+
"recall": 0.7125171939477304,
|
| 29 |
+
"support": 727.0
|
| 30 |
+
},
|
| 31 |
+
"eval_I-Claim": {
|
| 32 |
+
"f1-score": 0.43557936284183824,
|
| 33 |
+
"precision": 0.5235513385293121,
|
| 34 |
+
"recall": 0.3729181752353367,
|
| 35 |
+
"support": 4143.0
|
| 36 |
+
},
|
| 37 |
+
"eval_I-MajorClaim": {
|
| 38 |
+
"f1-score": 0.5835814547001276,
|
| 39 |
+
"precision": 0.5468314069350338,
|
| 40 |
+
"recall": 0.6256269949840402,
|
| 41 |
+
"support": 2193.0
|
| 42 |
+
},
|
| 43 |
+
"eval_I-Premise": {
|
| 44 |
+
"f1-score": 0.8638885700072705,
|
| 45 |
+
"precision": 0.8318349299926308,
|
| 46 |
+
"recall": 0.8985115020297699,
|
| 47 |
+
"support": 12563.0
|
| 48 |
+
},
|
| 49 |
+
"eval_O": {
|
| 50 |
+
"f1-score": 0.8838224593742419,
|
| 51 |
+
"precision": 0.8730234786775275,
|
| 52 |
+
"recall": 0.8948919449901768,
|
| 53 |
+
"support": 10180.0
|
| 54 |
+
},
|
| 55 |
+
"eval_accuracy": 0.7876854942657897,
|
| 56 |
+
"eval_loss": 0.5461820363998413,
|
| 57 |
+
"eval_macro avg": {
|
| 58 |
+
"f1-score": 0.4926999280990091,
|
| 59 |
+
"precision": 0.4898973654535584,
|
| 60 |
+
"recall": 0.500637973026722,
|
| 61 |
+
"support": 30257.0
|
| 62 |
+
},
|
| 63 |
+
"eval_runtime": 5.0655,
|
| 64 |
+
"eval_samples_per_second": 15.991,
|
| 65 |
+
"eval_steps_per_second": 2.172,
|
| 66 |
+
"eval_weighted avg": {
|
| 67 |
+
"f1-score": 0.7743853744001297,
|
| 68 |
+
"precision": 0.7661527277359783,
|
| 69 |
+
"recall": 0.7876854942657897,
|
| 70 |
+
"support": 30257.0
|
| 71 |
+
},
|
| 72 |
+
"step": 81
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 2.0,
|
| 76 |
+
"eval_B-Claim": {
|
| 77 |
+
"f1-score": 0.46397188049209137,
|
| 78 |
+
"precision": 0.48175182481751827,
|
| 79 |
+
"recall": 0.44745762711864406,
|
| 80 |
+
"support": 295.0
|
| 81 |
+
},
|
| 82 |
+
"eval_B-MajorClaim": {
|
| 83 |
+
"f1-score": 0.6402439024390244,
|
| 84 |
+
"precision": 0.6104651162790697,
|
| 85 |
+
"recall": 0.6730769230769231,
|
| 86 |
+
"support": 156.0
|
| 87 |
+
},
|
| 88 |
+
"eval_B-Premise": {
|
| 89 |
+
"f1-score": 0.7515299877600979,
|
| 90 |
+
"precision": 0.6769570011025359,
|
| 91 |
+
"recall": 0.844566712517194,
|
| 92 |
+
"support": 727.0
|
| 93 |
+
},
|
| 94 |
+
"eval_I-Claim": {
|
| 95 |
+
"f1-score": 0.5573419078242231,
|
| 96 |
+
"precision": 0.5500705218617772,
|
| 97 |
+
"recall": 0.5648081100651702,
|
| 98 |
+
"support": 4143.0
|
| 99 |
+
},
|
| 100 |
+
"eval_I-MajorClaim": {
|
| 101 |
+
"f1-score": 0.7704582651391162,
|
| 102 |
+
"precision": 0.6987012987012987,
|
| 103 |
+
"recall": 0.8586411308709531,
|
| 104 |
+
"support": 2193.0
|
| 105 |
+
},
|
| 106 |
+
"eval_I-Premise": {
|
| 107 |
+
"f1-score": 0.8736837792436597,
|
| 108 |
+
"precision": 0.9002026342451874,
|
| 109 |
+
"recall": 0.8486826394969355,
|
| 110 |
+
"support": 12563.0
|
| 111 |
+
},
|
| 112 |
+
"eval_O": {
|
| 113 |
+
"f1-score": 0.9114385688236163,
|
| 114 |
+
"precision": 0.9145485115221046,
|
| 115 |
+
"recall": 0.9083497053045186,
|
| 116 |
+
"support": 10180.0
|
| 117 |
+
},
|
| 118 |
+
"eval_accuracy": 0.8256932280133523,
|
| 119 |
+
"eval_loss": 0.4454804062843323,
|
| 120 |
+
"eval_macro avg": {
|
| 121 |
+
"f1-score": 0.7098097559602613,
|
| 122 |
+
"precision": 0.6903852726470703,
|
| 123 |
+
"recall": 0.7350832640643341,
|
| 124 |
+
"support": 30257.0
|
| 125 |
+
},
|
| 126 |
+
"eval_runtime": 5.0817,
|
| 127 |
+
"eval_samples_per_second": 15.94,
|
| 128 |
+
"eval_steps_per_second": 2.165,
|
| 129 |
+
"eval_weighted avg": {
|
| 130 |
+
"f1-score": 0.8274557458920446,
|
| 131 |
+
"precision": 0.8315444607100787,
|
| 132 |
+
"recall": 0.8256932280133523,
|
| 133 |
+
"support": 30257.0
|
| 134 |
+
},
|
| 135 |
+
"step": 162
|
| 136 |
+
}
|
| 137 |
+
],
|
| 138 |
+
"logging_steps": 500,
|
| 139 |
+
"max_steps": 4050,
|
| 140 |
+
"num_input_tokens_seen": 0,
|
| 141 |
+
"num_train_epochs": 50,
|
| 142 |
+
"save_steps": 500,
|
| 143 |
+
"total_flos": 286688514798000.0,
|
| 144 |
+
"train_batch_size": 4,
|
| 145 |
+
"trial_name": null,
|
| 146 |
+
"trial_params": null
|
| 147 |
+
}
|
checkpoint-162/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7cf5d4f8fefb4e78449403d6f60739ea086b5ecbb9bc2500c2c1407621dbdb5a
|
| 3 |
+
size 4856
|
checkpoint-162/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|