Upload 8 files
Browse files- all_results.json +11 -0
- config.json +106 -0
- model.safetensors +3 -0
- test_results.json +11 -0
- tokenizer.json +0 -0
- tokenizer_config.json +17 -0
- trainer_state.json +135 -0
- training_args.bin +3 -0
all_results.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 2.0,
|
| 3 |
+
"test_accuracy": 0.9749472650041899,
|
| 4 |
+
"test_f1": 0.8915077989601387,
|
| 5 |
+
"test_loss": 0.30494070053100586,
|
| 6 |
+
"test_precision": 0.8730482009504412,
|
| 7 |
+
"test_recall": 0.9107648725212465,
|
| 8 |
+
"test_runtime": 201.6979,
|
| 9 |
+
"test_samples_per_second": 17.12,
|
| 10 |
+
"test_steps_per_second": 1.071
|
| 11 |
+
}
|
config.json
ADDED
|
@@ -0,0 +1,106 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"ModernBertForTokenClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": null,
|
| 8 |
+
"classifier_activation": "gelu",
|
| 9 |
+
"classifier_bias": false,
|
| 10 |
+
"classifier_dropout": 0.0,
|
| 11 |
+
"classifier_pooling": "mean",
|
| 12 |
+
"cls_token_id": 50281,
|
| 13 |
+
"decoder_bias": true,
|
| 14 |
+
"deterministic_flash_attn": false,
|
| 15 |
+
"dtype": "float32",
|
| 16 |
+
"embedding_dropout": 0.0,
|
| 17 |
+
"eos_token_id": null,
|
| 18 |
+
"global_attn_every_n_layers": 3,
|
| 19 |
+
"gradient_checkpointing": false,
|
| 20 |
+
"hidden_activation": "gelu",
|
| 21 |
+
"hidden_size": 1024,
|
| 22 |
+
"id2label": {
|
| 23 |
+
"0": "O",
|
| 24 |
+
"1": "B_PER",
|
| 25 |
+
"2": "I_PER",
|
| 26 |
+
"3": "B_ORG",
|
| 27 |
+
"4": "I_ORG",
|
| 28 |
+
"5": "B_LOC",
|
| 29 |
+
"6": "I_LOC",
|
| 30 |
+
"7": "B_MISC",
|
| 31 |
+
"8": "I_MISC"
|
| 32 |
+
},
|
| 33 |
+
"initializer_cutoff_factor": 2.0,
|
| 34 |
+
"initializer_range": 0.02,
|
| 35 |
+
"intermediate_size": 2624,
|
| 36 |
+
"label2id": {
|
| 37 |
+
"B_LOC": 5,
|
| 38 |
+
"B_MISC": 7,
|
| 39 |
+
"B_ORG": 3,
|
| 40 |
+
"B_PER": 1,
|
| 41 |
+
"I_LOC": 6,
|
| 42 |
+
"I_MISC": 8,
|
| 43 |
+
"I_ORG": 4,
|
| 44 |
+
"I_PER": 2,
|
| 45 |
+
"O": 0
|
| 46 |
+
},
|
| 47 |
+
"layer_norm_eps": 1e-05,
|
| 48 |
+
"layer_types": [
|
| 49 |
+
"full_attention",
|
| 50 |
+
"sliding_attention",
|
| 51 |
+
"sliding_attention",
|
| 52 |
+
"full_attention",
|
| 53 |
+
"sliding_attention",
|
| 54 |
+
"sliding_attention",
|
| 55 |
+
"full_attention",
|
| 56 |
+
"sliding_attention",
|
| 57 |
+
"sliding_attention",
|
| 58 |
+
"full_attention",
|
| 59 |
+
"sliding_attention",
|
| 60 |
+
"sliding_attention",
|
| 61 |
+
"full_attention",
|
| 62 |
+
"sliding_attention",
|
| 63 |
+
"sliding_attention",
|
| 64 |
+
"full_attention",
|
| 65 |
+
"sliding_attention",
|
| 66 |
+
"sliding_attention",
|
| 67 |
+
"full_attention",
|
| 68 |
+
"sliding_attention",
|
| 69 |
+
"sliding_attention",
|
| 70 |
+
"full_attention",
|
| 71 |
+
"sliding_attention",
|
| 72 |
+
"sliding_attention",
|
| 73 |
+
"full_attention",
|
| 74 |
+
"sliding_attention",
|
| 75 |
+
"sliding_attention",
|
| 76 |
+
"full_attention"
|
| 77 |
+
],
|
| 78 |
+
"local_attention": 128,
|
| 79 |
+
"max_position_embeddings": 8192,
|
| 80 |
+
"mlp_bias": false,
|
| 81 |
+
"mlp_dropout": 0.0,
|
| 82 |
+
"model_type": "modernbert",
|
| 83 |
+
"norm_bias": false,
|
| 84 |
+
"norm_eps": 1e-05,
|
| 85 |
+
"num_attention_heads": 16,
|
| 86 |
+
"num_hidden_layers": 28,
|
| 87 |
+
"pad_token_id": 50283,
|
| 88 |
+
"position_embedding_type": "absolute",
|
| 89 |
+
"rope_parameters": {
|
| 90 |
+
"full_attention": {
|
| 91 |
+
"rope_theta": 160000.0,
|
| 92 |
+
"rope_type": "default"
|
| 93 |
+
},
|
| 94 |
+
"sliding_attention": {
|
| 95 |
+
"rope_theta": 10000.0,
|
| 96 |
+
"rope_type": "default"
|
| 97 |
+
}
|
| 98 |
+
},
|
| 99 |
+
"sep_token_id": 50282,
|
| 100 |
+
"sparse_pred_ignore_index": -100,
|
| 101 |
+
"sparse_prediction": false,
|
| 102 |
+
"tie_word_embeddings": true,
|
| 103 |
+
"transformers_version": "5.7.0",
|
| 104 |
+
"use_cache": false,
|
| 105 |
+
"vocab_size": 50368
|
| 106 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cae1813d7507c82e83ca0fe14cc1e66f5a42448cce4b1cde4e5a3fdfb56a7d33
|
| 3 |
+
size 1502347264
|
test_results.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 2.0,
|
| 3 |
+
"test_accuracy": 0.9749472650041899,
|
| 4 |
+
"test_f1": 0.8915077989601387,
|
| 5 |
+
"test_loss": 0.30494070053100586,
|
| 6 |
+
"test_precision": 0.8730482009504412,
|
| 7 |
+
"test_recall": 0.9107648725212465,
|
| 8 |
+
"test_runtime": 201.6979,
|
| 9 |
+
"test_samples_per_second": 17.12,
|
| 10 |
+
"test_steps_per_second": 1.071
|
| 11 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"backend": "tokenizers",
|
| 3 |
+
"clean_up_tokenization_spaces": true,
|
| 4 |
+
"cls_token": "[CLS]",
|
| 5 |
+
"is_local": false,
|
| 6 |
+
"local_files_only": false,
|
| 7 |
+
"mask_token": "[MASK]",
|
| 8 |
+
"model_input_names": [
|
| 9 |
+
"input_ids",
|
| 10 |
+
"attention_mask"
|
| 11 |
+
],
|
| 12 |
+
"model_max_length": 8192,
|
| 13 |
+
"pad_token": "[PAD]",
|
| 14 |
+
"sep_token": "[SEP]",
|
| 15 |
+
"tokenizer_class": "TokenizersBackend",
|
| 16 |
+
"unk_token": "[UNK]"
|
| 17 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,135 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 440,
|
| 3 |
+
"best_metric": 0.9371466577984703,
|
| 4 |
+
"best_model_checkpoint": "ner_model/trial_0/checkpoint-440",
|
| 5 |
+
"epoch": 2.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 440,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.22779043280182232,
|
| 14 |
+
"grad_norm": 21.80908203125,
|
| 15 |
+
"learning_rate": 3.899594554207158e-05,
|
| 16 |
+
"loss": 4.429600219726563,
|
| 17 |
+
"step": 50
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.45558086560364464,
|
| 21 |
+
"grad_norm": 12.349945068359375,
|
| 22 |
+
"learning_rate": 3.4009251738737616e-05,
|
| 23 |
+
"loss": 0.8959714508056641,
|
| 24 |
+
"step": 100
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.683371298405467,
|
| 28 |
+
"grad_norm": 7.801368236541748,
|
| 29 |
+
"learning_rate": 2.9022557935403655e-05,
|
| 30 |
+
"loss": 0.6988069152832032,
|
| 31 |
+
"step": 150
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 0.9111617312072893,
|
| 35 |
+
"grad_norm": 8.062862396240234,
|
| 36 |
+
"learning_rate": 2.4035864132069692e-05,
|
| 37 |
+
"loss": 0.4868038177490234,
|
| 38 |
+
"step": 200
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 1.0,
|
| 42 |
+
"eval_accuracy": 0.9839882395009735,
|
| 43 |
+
"eval_f1": 0.9144043171440432,
|
| 44 |
+
"eval_loss": 0.12814635038375854,
|
| 45 |
+
"eval_precision": 0.9023431099459283,
|
| 46 |
+
"eval_recall": 0.9267923258162235,
|
| 47 |
+
"eval_runtime": 214.1736,
|
| 48 |
+
"eval_samples_per_second": 15.175,
|
| 49 |
+
"eval_steps_per_second": 0.952,
|
| 50 |
+
"step": 220
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"epoch": 1.1366742596810935,
|
| 54 |
+
"grad_norm": 10.9319486618042,
|
| 55 |
+
"learning_rate": 1.904917032873573e-05,
|
| 56 |
+
"loss": 0.37126468658447265,
|
| 57 |
+
"step": 250
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 1.3644646924829158,
|
| 61 |
+
"grad_norm": 7.102725505828857,
|
| 62 |
+
"learning_rate": 1.406247652540177e-05,
|
| 63 |
+
"loss": 0.2684678649902344,
|
| 64 |
+
"step": 300
|
| 65 |
+
},
|
| 66 |
+
{
|
| 67 |
+
"epoch": 1.592255125284738,
|
| 68 |
+
"grad_norm": 15.202373504638672,
|
| 69 |
+
"learning_rate": 9.07578272206781e-06,
|
| 70 |
+
"loss": 0.2503110694885254,
|
| 71 |
+
"step": 350
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"epoch": 1.8200455580865604,
|
| 75 |
+
"grad_norm": 8.701669692993164,
|
| 76 |
+
"learning_rate": 4.089088918733848e-06,
|
| 77 |
+
"loss": 0.17738252639770508,
|
| 78 |
+
"step": 400
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"epoch": 2.0,
|
| 82 |
+
"eval_accuracy": 0.9879746248692174,
|
| 83 |
+
"eval_f1": 0.9371466577984703,
|
| 84 |
+
"eval_loss": 0.09272900968790054,
|
| 85 |
+
"eval_precision": 0.9260598093986198,
|
| 86 |
+
"eval_recall": 0.9485021878155503,
|
| 87 |
+
"eval_runtime": 233.7442,
|
| 88 |
+
"eval_samples_per_second": 13.904,
|
| 89 |
+
"eval_steps_per_second": 0.873,
|
| 90 |
+
"step": 440
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"epoch": 2.0,
|
| 94 |
+
"step": 440,
|
| 95 |
+
"total_flos": 3263842854590472.0,
|
| 96 |
+
"train_loss": 0.8773450081998652,
|
| 97 |
+
"train_runtime": 3811.6545,
|
| 98 |
+
"train_samples_per_second": 7.367,
|
| 99 |
+
"train_steps_per_second": 0.115
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 2.0,
|
| 103 |
+
"step": 440,
|
| 104 |
+
"test_accuracy": 0.9749472650041899,
|
| 105 |
+
"test_f1": 0.8915077989601387,
|
| 106 |
+
"test_loss": 0.30494070053100586,
|
| 107 |
+
"test_precision": 0.8730482009504412,
|
| 108 |
+
"test_recall": 0.9107648725212465,
|
| 109 |
+
"test_runtime": 201.6979,
|
| 110 |
+
"test_samples_per_second": 17.12,
|
| 111 |
+
"test_steps_per_second": 1.071
|
| 112 |
+
}
|
| 113 |
+
],
|
| 114 |
+
"logging_steps": 50,
|
| 115 |
+
"max_steps": 440,
|
| 116 |
+
"num_input_tokens_seen": 0,
|
| 117 |
+
"num_train_epochs": 2,
|
| 118 |
+
"save_steps": 500,
|
| 119 |
+
"stateful_callbacks": {
|
| 120 |
+
"TrainerControl": {
|
| 121 |
+
"args": {
|
| 122 |
+
"should_epoch_stop": false,
|
| 123 |
+
"should_evaluate": false,
|
| 124 |
+
"should_log": false,
|
| 125 |
+
"should_save": true,
|
| 126 |
+
"should_training_stop": true
|
| 127 |
+
},
|
| 128 |
+
"attributes": {}
|
| 129 |
+
}
|
| 130 |
+
},
|
| 131 |
+
"total_flos": 3263842854590472.0,
|
| 132 |
+
"train_batch_size": 16,
|
| 133 |
+
"trial_name": null,
|
| 134 |
+
"trial_params": null
|
| 135 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:73d85baf25e9df26706b163ba73ddd6fff6a3cbcced0845174bd510dfbdfeb80
|
| 3 |
+
size 5265
|