Upload folder using huggingface_hub
Browse files- README.md +17 -0
- added_tokens.json +3 -0
- checkpoint-1424/config.json +58 -0
- checkpoint-1424/model.safetensors +3 -0
- checkpoint-1424/optimizer.pt +3 -0
- checkpoint-1424/rng_state.pth +3 -0
- checkpoint-1424/scheduler.pt +3 -0
- checkpoint-1424/trainer_state.json +201 -0
- checkpoint-1424/training_args.bin +3 -0
- checkpoint-1780/config.json +58 -0
- checkpoint-1780/model.safetensors +3 -0
- checkpoint-1780/optimizer.pt +3 -0
- checkpoint-1780/rng_state.pth +3 -0
- checkpoint-1780/scheduler.pt +3 -0
- checkpoint-1780/trainer_state.json +237 -0
- checkpoint-1780/training_args.bin +3 -0
- config.json +58 -0
- model.safetensors +3 -0
- sindhi_bpe_32k.model +3 -0
- tokenizer_config.json +53 -0
- training_args.bin +3 -0
README.md
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- sd
|
| 4 |
+
license: mit
|
| 5 |
+
tags:
|
| 6 |
+
- sindhi
|
| 7 |
+
- ner
|
| 8 |
+
- token-classification
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Sindhi-BERT-NER
|
| 12 |
+
|
| 13 |
+
Named Entity Recognition for Sindhi — 6 entity types.
|
| 14 |
+
|
| 15 |
+
- **Dataset**: SiNER (25,262 sentences, 1M+ words)
|
| 16 |
+
- **F1**: 77.85%
|
| 17 |
+
- **Entities**: PERSON, LOCATION, ORG, TITLE, EVENT, DATE_TIME
|
added_tokens.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"<mask>": 32000
|
| 3 |
+
}
|
checkpoint-1424/config.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_cross_attention": false,
|
| 3 |
+
"architectures": [
|
| 4 |
+
"RobertaForTokenClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": 1,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"dtype": "float32",
|
| 10 |
+
"eos_token_id": 2,
|
| 11 |
+
"hidden_act": "gelu",
|
| 12 |
+
"hidden_dropout_prob": 0.1,
|
| 13 |
+
"hidden_size": 768,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "O",
|
| 16 |
+
"1": "B-PERSON",
|
| 17 |
+
"2": "I-PERSON",
|
| 18 |
+
"3": "B-LOCATION",
|
| 19 |
+
"4": "I-LOCATION",
|
| 20 |
+
"5": "B-ORG",
|
| 21 |
+
"6": "I-ORG",
|
| 22 |
+
"7": "B-TITLE",
|
| 23 |
+
"8": "I-TITLE",
|
| 24 |
+
"9": "B-EVENT",
|
| 25 |
+
"10": "I-EVENT",
|
| 26 |
+
"11": "B-DATE_TIME",
|
| 27 |
+
"12": "I-DATE_TIME"
|
| 28 |
+
},
|
| 29 |
+
"initializer_range": 0.02,
|
| 30 |
+
"intermediate_size": 3072,
|
| 31 |
+
"is_decoder": false,
|
| 32 |
+
"label2id": {
|
| 33 |
+
"B-DATE_TIME": 11,
|
| 34 |
+
"B-EVENT": 9,
|
| 35 |
+
"B-LOCATION": 3,
|
| 36 |
+
"B-ORG": 5,
|
| 37 |
+
"B-PERSON": 1,
|
| 38 |
+
"B-TITLE": 7,
|
| 39 |
+
"I-DATE_TIME": 12,
|
| 40 |
+
"I-EVENT": 10,
|
| 41 |
+
"I-LOCATION": 4,
|
| 42 |
+
"I-ORG": 6,
|
| 43 |
+
"I-PERSON": 2,
|
| 44 |
+
"I-TITLE": 8,
|
| 45 |
+
"O": 0
|
| 46 |
+
},
|
| 47 |
+
"layer_norm_eps": 1e-12,
|
| 48 |
+
"max_position_embeddings": 514,
|
| 49 |
+
"model_type": "roberta",
|
| 50 |
+
"num_attention_heads": 12,
|
| 51 |
+
"num_hidden_layers": 12,
|
| 52 |
+
"pad_token_id": 0,
|
| 53 |
+
"tie_word_embeddings": true,
|
| 54 |
+
"transformers_version": "5.0.0",
|
| 55 |
+
"type_vocab_size": 1,
|
| 56 |
+
"use_cache": false,
|
| 57 |
+
"vocab_size": 32001
|
| 58 |
+
}
|
checkpoint-1424/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f7cd818c3957e92fb0f42f6ff6951b08800aa73ca8e7e37f327fe6483b0c0c8b
|
| 3 |
+
size 440177036
|
checkpoint-1424/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dcb7fdf681742f7291b0b007fe4d2f83eae23888201df21df38aef89aad9011e
|
| 3 |
+
size 880475851
|
checkpoint-1424/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:693238eb4365ebe9209a7f8ca5b005d342dfac7fcc6bac3774317e5a0dec9780
|
| 3 |
+
size 14645
|
checkpoint-1424/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:043500a0d6ffb06a78aab47d423a239f357644895b34276c68614b23ba32cde2
|
| 3 |
+
size 1465
|
checkpoint-1424/trainer_state.json
ADDED
|
@@ -0,0 +1,201 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1424,
|
| 3 |
+
"best_metric": 0.7741483492424905,
|
| 4 |
+
"best_model_checkpoint": "sindhibert_ner_v2/checkpoint-1424",
|
| 5 |
+
"epoch": 4.0,
|
| 6 |
+
"eval_steps": 356,
|
| 7 |
+
"global_step": 1424,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.2812939521800281,
|
| 14 |
+
"grad_norm": 9.956046104431152,
|
| 15 |
+
"learning_rate": 1.6685393258426966e-05,
|
| 16 |
+
"loss": 2.9438055419921874,
|
| 17 |
+
"step": 100
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.5625879043600562,
|
| 21 |
+
"grad_norm": 9.802416801452637,
|
| 22 |
+
"learning_rate": 2.9987282164731155e-05,
|
| 23 |
+
"loss": 0.8266248321533203,
|
| 24 |
+
"step": 200
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.8438818565400844,
|
| 28 |
+
"grad_norm": 6.607327461242676,
|
| 29 |
+
"learning_rate": 2.9579691638256147e-05,
|
| 30 |
+
"loss": 0.622057991027832,
|
| 31 |
+
"step": 300
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 1.0,
|
| 35 |
+
"eval_f1": 0.5810973451327435,
|
| 36 |
+
"eval_f1_DATE_TIME": 0.8529801324503312,
|
| 37 |
+
"eval_f1_EVENT": 0.1316872427983539,
|
| 38 |
+
"eval_f1_LOCATION": 0.7365342432366562,
|
| 39 |
+
"eval_f1_ORG": 0.37763116556707504,
|
| 40 |
+
"eval_f1_PERSON": 0.605584642233857,
|
| 41 |
+
"eval_f1_TITLE": 0.6061554512258737,
|
| 42 |
+
"eval_loss": 0.24599596858024597,
|
| 43 |
+
"eval_runtime": 2.5923,
|
| 44 |
+
"eval_samples_per_second": 974.42,
|
| 45 |
+
"eval_steps_per_second": 30.475,
|
| 46 |
+
"step": 356
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"epoch": 1.1237693389592125,
|
| 50 |
+
"grad_norm": 8.488602638244629,
|
| 51 |
+
"learning_rate": 2.8613205356500785e-05,
|
| 52 |
+
"loss": 0.4819778823852539,
|
| 53 |
+
"step": 400
|
| 54 |
+
},
|
| 55 |
+
{
|
| 56 |
+
"epoch": 1.4050632911392404,
|
| 57 |
+
"grad_norm": 6.543027400970459,
|
| 58 |
+
"learning_rate": 2.7124872462465625e-05,
|
| 59 |
+
"loss": 0.37242794036865234,
|
| 60 |
+
"step": 500
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"epoch": 1.6863572433192686,
|
| 64 |
+
"grad_norm": 7.36555290222168,
|
| 65 |
+
"learning_rate": 2.517174649044749e-05,
|
| 66 |
+
"loss": 0.3637136459350586,
|
| 67 |
+
"step": 600
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"epoch": 1.9676511954992968,
|
| 71 |
+
"grad_norm": 3.421555995941162,
|
| 72 |
+
"learning_rate": 2.2828698284245604e-05,
|
| 73 |
+
"loss": 0.3521112060546875,
|
| 74 |
+
"step": 700
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 2.0,
|
| 78 |
+
"eval_f1": 0.681080224914865,
|
| 79 |
+
"eval_f1_DATE_TIME": 0.7850241545893719,
|
| 80 |
+
"eval_f1_EVENT": 0.2574712643678161,
|
| 81 |
+
"eval_f1_LOCATION": 0.784957092377587,
|
| 82 |
+
"eval_f1_ORG": 0.5021991203518592,
|
| 83 |
+
"eval_f1_PERSON": 0.6830154405086286,
|
| 84 |
+
"eval_f1_TITLE": 0.7609511889862327,
|
| 85 |
+
"eval_loss": 0.20519763231277466,
|
| 86 |
+
"eval_runtime": 2.582,
|
| 87 |
+
"eval_samples_per_second": 978.319,
|
| 88 |
+
"eval_steps_per_second": 30.597,
|
| 89 |
+
"step": 712
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"epoch": 2.247538677918425,
|
| 93 |
+
"grad_norm": 2.109884738922119,
|
| 94 |
+
"learning_rate": 2.0185545909245344e-05,
|
| 95 |
+
"loss": 0.24458488464355468,
|
| 96 |
+
"step": 800
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"epoch": 2.528832630098453,
|
| 100 |
+
"grad_norm": 2.8797037601470947,
|
| 101 |
+
"learning_rate": 1.7343611579907725e-05,
|
| 102 |
+
"loss": 0.212690372467041,
|
| 103 |
+
"step": 900
|
| 104 |
+
},
|
| 105 |
+
{
|
| 106 |
+
"epoch": 2.810126582278481,
|
| 107 |
+
"grad_norm": 5.664893627166748,
|
| 108 |
+
"learning_rate": 1.4411837588899939e-05,
|
| 109 |
+
"loss": 0.18955570220947265,
|
| 110 |
+
"step": 1000
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"epoch": 3.0,
|
| 114 |
+
"eval_f1": 0.6778448823903368,
|
| 115 |
+
"eval_f1_DATE_TIME": 0.7517401392111369,
|
| 116 |
+
"eval_f1_EVENT": 0.22174840085287847,
|
| 117 |
+
"eval_f1_LOCATION": 0.7845415508966911,
|
| 118 |
+
"eval_f1_ORG": 0.5135026199113262,
|
| 119 |
+
"eval_f1_PERSON": 0.7053455019556715,
|
| 120 |
+
"eval_f1_TITLE": 0.7071633237822349,
|
| 121 |
+
"eval_loss": 0.22204764187335968,
|
| 122 |
+
"eval_runtime": 2.5828,
|
| 123 |
+
"eval_samples_per_second": 978.001,
|
| 124 |
+
"eval_steps_per_second": 30.587,
|
| 125 |
+
"step": 1068
|
| 126 |
+
},
|
| 127 |
+
{
|
| 128 |
+
"epoch": 3.090014064697609,
|
| 129 |
+
"grad_norm": 3.924571990966797,
|
| 130 |
+
"learning_rate": 1.1502610129268493e-05,
|
| 131 |
+
"loss": 0.17344663619995118,
|
| 132 |
+
"step": 1100
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"epoch": 3.371308016877637,
|
| 136 |
+
"grad_norm": 4.71477746963501,
|
| 137 |
+
"learning_rate": 8.727451098641628e-06,
|
| 138 |
+
"loss": 0.11389885902404785,
|
| 139 |
+
"step": 1200
|
| 140 |
+
},
|
| 141 |
+
{
|
| 142 |
+
"epoch": 3.652601969057665,
|
| 143 |
+
"grad_norm": 3.7797605991363525,
|
| 144 |
+
"learning_rate": 6.192743035205252e-06,
|
| 145 |
+
"loss": 0.13766860008239745,
|
| 146 |
+
"step": 1300
|
| 147 |
+
},
|
| 148 |
+
{
|
| 149 |
+
"epoch": 3.9338959212376934,
|
| 150 |
+
"grad_norm": 7.3217573165893555,
|
| 151 |
+
"learning_rate": 3.99565106512789e-06,
|
| 152 |
+
"loss": 0.11051109313964844,
|
| 153 |
+
"step": 1400
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"epoch": 4.0,
|
| 157 |
+
"eval_f1": 0.7741483492424905,
|
| 158 |
+
"eval_f1_DATE_TIME": 0.8885869565217391,
|
| 159 |
+
"eval_f1_EVENT": 0.43939393939393934,
|
| 160 |
+
"eval_f1_LOCATION": 0.8579088471849866,
|
| 161 |
+
"eval_f1_ORG": 0.6117216117216118,
|
| 162 |
+
"eval_f1_PERSON": 0.7820689655172415,
|
| 163 |
+
"eval_f1_TITLE": 0.788785046728972,
|
| 164 |
+
"eval_loss": 0.2307787537574768,
|
| 165 |
+
"eval_runtime": 2.5777,
|
| 166 |
+
"eval_samples_per_second": 979.958,
|
| 167 |
+
"eval_steps_per_second": 30.648,
|
| 168 |
+
"step": 1424
|
| 169 |
+
}
|
| 170 |
+
],
|
| 171 |
+
"logging_steps": 100,
|
| 172 |
+
"max_steps": 1780,
|
| 173 |
+
"num_input_tokens_seen": 0,
|
| 174 |
+
"num_train_epochs": 5,
|
| 175 |
+
"save_steps": 356,
|
| 176 |
+
"stateful_callbacks": {
|
| 177 |
+
"EarlyStoppingCallback": {
|
| 178 |
+
"args": {
|
| 179 |
+
"early_stopping_patience": 2,
|
| 180 |
+
"early_stopping_threshold": 0.0
|
| 181 |
+
},
|
| 182 |
+
"attributes": {
|
| 183 |
+
"early_stopping_patience_counter": 0
|
| 184 |
+
}
|
| 185 |
+
},
|
| 186 |
+
"TrainerControl": {
|
| 187 |
+
"args": {
|
| 188 |
+
"should_epoch_stop": false,
|
| 189 |
+
"should_evaluate": false,
|
| 190 |
+
"should_log": false,
|
| 191 |
+
"should_save": true,
|
| 192 |
+
"should_training_stop": false
|
| 193 |
+
},
|
| 194 |
+
"attributes": {}
|
| 195 |
+
}
|
| 196 |
+
},
|
| 197 |
+
"total_flos": 1.1882867759874048e+16,
|
| 198 |
+
"train_batch_size": 32,
|
| 199 |
+
"trial_name": null,
|
| 200 |
+
"trial_params": null
|
| 201 |
+
}
|
checkpoint-1424/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e408cb707cffd121ea550570c3f95e1096bf110de0cd59e88ad83088ea4c5a45
|
| 3 |
+
size 5137
|
checkpoint-1780/config.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_cross_attention": false,
|
| 3 |
+
"architectures": [
|
| 4 |
+
"RobertaForTokenClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": 1,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"dtype": "float32",
|
| 10 |
+
"eos_token_id": 2,
|
| 11 |
+
"hidden_act": "gelu",
|
| 12 |
+
"hidden_dropout_prob": 0.1,
|
| 13 |
+
"hidden_size": 768,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "O",
|
| 16 |
+
"1": "B-PERSON",
|
| 17 |
+
"2": "I-PERSON",
|
| 18 |
+
"3": "B-LOCATION",
|
| 19 |
+
"4": "I-LOCATION",
|
| 20 |
+
"5": "B-ORG",
|
| 21 |
+
"6": "I-ORG",
|
| 22 |
+
"7": "B-TITLE",
|
| 23 |
+
"8": "I-TITLE",
|
| 24 |
+
"9": "B-EVENT",
|
| 25 |
+
"10": "I-EVENT",
|
| 26 |
+
"11": "B-DATE_TIME",
|
| 27 |
+
"12": "I-DATE_TIME"
|
| 28 |
+
},
|
| 29 |
+
"initializer_range": 0.02,
|
| 30 |
+
"intermediate_size": 3072,
|
| 31 |
+
"is_decoder": false,
|
| 32 |
+
"label2id": {
|
| 33 |
+
"B-DATE_TIME": 11,
|
| 34 |
+
"B-EVENT": 9,
|
| 35 |
+
"B-LOCATION": 3,
|
| 36 |
+
"B-ORG": 5,
|
| 37 |
+
"B-PERSON": 1,
|
| 38 |
+
"B-TITLE": 7,
|
| 39 |
+
"I-DATE_TIME": 12,
|
| 40 |
+
"I-EVENT": 10,
|
| 41 |
+
"I-LOCATION": 4,
|
| 42 |
+
"I-ORG": 6,
|
| 43 |
+
"I-PERSON": 2,
|
| 44 |
+
"I-TITLE": 8,
|
| 45 |
+
"O": 0
|
| 46 |
+
},
|
| 47 |
+
"layer_norm_eps": 1e-12,
|
| 48 |
+
"max_position_embeddings": 514,
|
| 49 |
+
"model_type": "roberta",
|
| 50 |
+
"num_attention_heads": 12,
|
| 51 |
+
"num_hidden_layers": 12,
|
| 52 |
+
"pad_token_id": 0,
|
| 53 |
+
"tie_word_embeddings": true,
|
| 54 |
+
"transformers_version": "5.0.0",
|
| 55 |
+
"type_vocab_size": 1,
|
| 56 |
+
"use_cache": false,
|
| 57 |
+
"vocab_size": 32001
|
| 58 |
+
}
|
checkpoint-1780/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:af85b500e5863e29ac092288b8472a99661790776d5e5e3f8f9f1c19cc812909
|
| 3 |
+
size 440177036
|
checkpoint-1780/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:17af99095501e07c0c9068f5ebdcc3a9bc16e4fa9955bcd30c255901f5ddb92a
|
| 3 |
+
size 880475851
|
checkpoint-1780/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5508252b62965557c8353f64441f420945ff5ad08c4213e0e213f79b64be0bf2
|
| 3 |
+
size 14645
|
checkpoint-1780/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:31db12016b59357ed984f1796e3d3160baeb4cfd211201cd83b3c7c62afa2747
|
| 3 |
+
size 1465
|
checkpoint-1780/trainer_state.json
ADDED
|
@@ -0,0 +1,237 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1780,
|
| 3 |
+
"best_metric": 0.7784504694217776,
|
| 4 |
+
"best_model_checkpoint": "sindhibert_ner_v2/checkpoint-1780",
|
| 5 |
+
"epoch": 5.0,
|
| 6 |
+
"eval_steps": 356,
|
| 7 |
+
"global_step": 1780,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.2812939521800281,
|
| 14 |
+
"grad_norm": 9.956046104431152,
|
| 15 |
+
"learning_rate": 1.6685393258426966e-05,
|
| 16 |
+
"loss": 2.9438055419921874,
|
| 17 |
+
"step": 100
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.5625879043600562,
|
| 21 |
+
"grad_norm": 9.802416801452637,
|
| 22 |
+
"learning_rate": 2.9987282164731155e-05,
|
| 23 |
+
"loss": 0.8266248321533203,
|
| 24 |
+
"step": 200
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.8438818565400844,
|
| 28 |
+
"grad_norm": 6.607327461242676,
|
| 29 |
+
"learning_rate": 2.9579691638256147e-05,
|
| 30 |
+
"loss": 0.622057991027832,
|
| 31 |
+
"step": 300
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 1.0,
|
| 35 |
+
"eval_f1": 0.5810973451327435,
|
| 36 |
+
"eval_f1_DATE_TIME": 0.8529801324503312,
|
| 37 |
+
"eval_f1_EVENT": 0.1316872427983539,
|
| 38 |
+
"eval_f1_LOCATION": 0.7365342432366562,
|
| 39 |
+
"eval_f1_ORG": 0.37763116556707504,
|
| 40 |
+
"eval_f1_PERSON": 0.605584642233857,
|
| 41 |
+
"eval_f1_TITLE": 0.6061554512258737,
|
| 42 |
+
"eval_loss": 0.24599596858024597,
|
| 43 |
+
"eval_runtime": 2.5923,
|
| 44 |
+
"eval_samples_per_second": 974.42,
|
| 45 |
+
"eval_steps_per_second": 30.475,
|
| 46 |
+
"step": 356
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"epoch": 1.1237693389592125,
|
| 50 |
+
"grad_norm": 8.488602638244629,
|
| 51 |
+
"learning_rate": 2.8613205356500785e-05,
|
| 52 |
+
"loss": 0.4819778823852539,
|
| 53 |
+
"step": 400
|
| 54 |
+
},
|
| 55 |
+
{
|
| 56 |
+
"epoch": 1.4050632911392404,
|
| 57 |
+
"grad_norm": 6.543027400970459,
|
| 58 |
+
"learning_rate": 2.7124872462465625e-05,
|
| 59 |
+
"loss": 0.37242794036865234,
|
| 60 |
+
"step": 500
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"epoch": 1.6863572433192686,
|
| 64 |
+
"grad_norm": 7.36555290222168,
|
| 65 |
+
"learning_rate": 2.517174649044749e-05,
|
| 66 |
+
"loss": 0.3637136459350586,
|
| 67 |
+
"step": 600
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"epoch": 1.9676511954992968,
|
| 71 |
+
"grad_norm": 3.421555995941162,
|
| 72 |
+
"learning_rate": 2.2828698284245604e-05,
|
| 73 |
+
"loss": 0.3521112060546875,
|
| 74 |
+
"step": 700
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 2.0,
|
| 78 |
+
"eval_f1": 0.681080224914865,
|
| 79 |
+
"eval_f1_DATE_TIME": 0.7850241545893719,
|
| 80 |
+
"eval_f1_EVENT": 0.2574712643678161,
|
| 81 |
+
"eval_f1_LOCATION": 0.784957092377587,
|
| 82 |
+
"eval_f1_ORG": 0.5021991203518592,
|
| 83 |
+
"eval_f1_PERSON": 0.6830154405086286,
|
| 84 |
+
"eval_f1_TITLE": 0.7609511889862327,
|
| 85 |
+
"eval_loss": 0.20519763231277466,
|
| 86 |
+
"eval_runtime": 2.582,
|
| 87 |
+
"eval_samples_per_second": 978.319,
|
| 88 |
+
"eval_steps_per_second": 30.597,
|
| 89 |
+
"step": 712
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"epoch": 2.247538677918425,
|
| 93 |
+
"grad_norm": 2.109884738922119,
|
| 94 |
+
"learning_rate": 2.0185545909245344e-05,
|
| 95 |
+
"loss": 0.24458488464355468,
|
| 96 |
+
"step": 800
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"epoch": 2.528832630098453,
|
| 100 |
+
"grad_norm": 2.8797037601470947,
|
| 101 |
+
"learning_rate": 1.7343611579907725e-05,
|
| 102 |
+
"loss": 0.212690372467041,
|
| 103 |
+
"step": 900
|
| 104 |
+
},
|
| 105 |
+
{
|
| 106 |
+
"epoch": 2.810126582278481,
|
| 107 |
+
"grad_norm": 5.664893627166748,
|
| 108 |
+
"learning_rate": 1.4411837588899939e-05,
|
| 109 |
+
"loss": 0.18955570220947265,
|
| 110 |
+
"step": 1000
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"epoch": 3.0,
|
| 114 |
+
"eval_f1": 0.6778448823903368,
|
| 115 |
+
"eval_f1_DATE_TIME": 0.7517401392111369,
|
| 116 |
+
"eval_f1_EVENT": 0.22174840085287847,
|
| 117 |
+
"eval_f1_LOCATION": 0.7845415508966911,
|
| 118 |
+
"eval_f1_ORG": 0.5135026199113262,
|
| 119 |
+
"eval_f1_PERSON": 0.7053455019556715,
|
| 120 |
+
"eval_f1_TITLE": 0.7071633237822349,
|
| 121 |
+
"eval_loss": 0.22204764187335968,
|
| 122 |
+
"eval_runtime": 2.5828,
|
| 123 |
+
"eval_samples_per_second": 978.001,
|
| 124 |
+
"eval_steps_per_second": 30.587,
|
| 125 |
+
"step": 1068
|
| 126 |
+
},
|
| 127 |
+
{
|
| 128 |
+
"epoch": 3.090014064697609,
|
| 129 |
+
"grad_norm": 3.924571990966797,
|
| 130 |
+
"learning_rate": 1.1502610129268493e-05,
|
| 131 |
+
"loss": 0.17344663619995118,
|
| 132 |
+
"step": 1100
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"epoch": 3.371308016877637,
|
| 136 |
+
"grad_norm": 4.71477746963501,
|
| 137 |
+
"learning_rate": 8.727451098641628e-06,
|
| 138 |
+
"loss": 0.11389885902404785,
|
| 139 |
+
"step": 1200
|
| 140 |
+
},
|
| 141 |
+
{
|
| 142 |
+
"epoch": 3.652601969057665,
|
| 143 |
+
"grad_norm": 3.7797605991363525,
|
| 144 |
+
"learning_rate": 6.192743035205252e-06,
|
| 145 |
+
"loss": 0.13766860008239745,
|
| 146 |
+
"step": 1300
|
| 147 |
+
},
|
| 148 |
+
{
|
| 149 |
+
"epoch": 3.9338959212376934,
|
| 150 |
+
"grad_norm": 7.3217573165893555,
|
| 151 |
+
"learning_rate": 3.99565106512789e-06,
|
| 152 |
+
"loss": 0.11051109313964844,
|
| 153 |
+
"step": 1400
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"epoch": 4.0,
|
| 157 |
+
"eval_f1": 0.7741483492424905,
|
| 158 |
+
"eval_f1_DATE_TIME": 0.8885869565217391,
|
| 159 |
+
"eval_f1_EVENT": 0.43939393939393934,
|
| 160 |
+
"eval_f1_LOCATION": 0.8579088471849866,
|
| 161 |
+
"eval_f1_ORG": 0.6117216117216118,
|
| 162 |
+
"eval_f1_PERSON": 0.7820689655172415,
|
| 163 |
+
"eval_f1_TITLE": 0.788785046728972,
|
| 164 |
+
"eval_loss": 0.2307787537574768,
|
| 165 |
+
"eval_runtime": 2.5777,
|
| 166 |
+
"eval_samples_per_second": 979.958,
|
| 167 |
+
"eval_steps_per_second": 30.648,
|
| 168 |
+
"step": 1424
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"epoch": 4.213783403656821,
|
| 172 |
+
"grad_norm": 5.604534149169922,
|
| 173 |
+
"learning_rate": 2.2203981889025476e-06,
|
| 174 |
+
"loss": 0.09554487228393554,
|
| 175 |
+
"step": 1500
|
| 176 |
+
},
|
| 177 |
+
{
|
| 178 |
+
"epoch": 4.49507735583685,
|
| 179 |
+
"grad_norm": 2.9002649784088135,
|
| 180 |
+
"learning_rate": 9.350366892310286e-07,
|
| 181 |
+
"loss": 0.09470049858093262,
|
| 182 |
+
"step": 1600
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 4.776371308016878,
|
| 186 |
+
"grad_norm": 5.062108993530273,
|
| 187 |
+
"learning_rate": 1.888394248260733e-07,
|
| 188 |
+
"loss": 0.08586543083190917,
|
| 189 |
+
"step": 1700
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 5.0,
|
| 193 |
+
"eval_f1": 0.7784504694217776,
|
| 194 |
+
"eval_f1_DATE_TIME": 0.874331550802139,
|
| 195 |
+
"eval_f1_EVENT": 0.4296296296296296,
|
| 196 |
+
"eval_f1_LOCATION": 0.8630211153221439,
|
| 197 |
+
"eval_f1_ORG": 0.6381176470588235,
|
| 198 |
+
"eval_f1_PERSON": 0.771977096665544,
|
| 199 |
+
"eval_f1_TITLE": 0.7957259585166562,
|
| 200 |
+
"eval_loss": 0.23349934816360474,
|
| 201 |
+
"eval_runtime": 2.5751,
|
| 202 |
+
"eval_samples_per_second": 980.932,
|
| 203 |
+
"eval_steps_per_second": 30.678,
|
| 204 |
+
"step": 1780
|
| 205 |
+
}
|
| 206 |
+
],
|
| 207 |
+
"logging_steps": 100,
|
| 208 |
+
"max_steps": 1780,
|
| 209 |
+
"num_input_tokens_seen": 0,
|
| 210 |
+
"num_train_epochs": 5,
|
| 211 |
+
"save_steps": 356,
|
| 212 |
+
"stateful_callbacks": {
|
| 213 |
+
"EarlyStoppingCallback": {
|
| 214 |
+
"args": {
|
| 215 |
+
"early_stopping_patience": 2,
|
| 216 |
+
"early_stopping_threshold": 0.0
|
| 217 |
+
},
|
| 218 |
+
"attributes": {
|
| 219 |
+
"early_stopping_patience_counter": 0
|
| 220 |
+
}
|
| 221 |
+
},
|
| 222 |
+
"TrainerControl": {
|
| 223 |
+
"args": {
|
| 224 |
+
"should_epoch_stop": false,
|
| 225 |
+
"should_evaluate": false,
|
| 226 |
+
"should_log": false,
|
| 227 |
+
"should_save": true,
|
| 228 |
+
"should_training_stop": true
|
| 229 |
+
},
|
| 230 |
+
"attributes": {}
|
| 231 |
+
}
|
| 232 |
+
},
|
| 233 |
+
"total_flos": 1.485358469984256e+16,
|
| 234 |
+
"train_batch_size": 32,
|
| 235 |
+
"trial_name": null,
|
| 236 |
+
"trial_params": null
|
| 237 |
+
}
|
checkpoint-1780/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e408cb707cffd121ea550570c3f95e1096bf110de0cd59e88ad83088ea4c5a45
|
| 3 |
+
size 5137
|
config.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_cross_attention": false,
|
| 3 |
+
"architectures": [
|
| 4 |
+
"RobertaForTokenClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": 1,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"dtype": "float32",
|
| 10 |
+
"eos_token_id": 2,
|
| 11 |
+
"hidden_act": "gelu",
|
| 12 |
+
"hidden_dropout_prob": 0.1,
|
| 13 |
+
"hidden_size": 768,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "O",
|
| 16 |
+
"1": "B-PERSON",
|
| 17 |
+
"2": "I-PERSON",
|
| 18 |
+
"3": "B-LOCATION",
|
| 19 |
+
"4": "I-LOCATION",
|
| 20 |
+
"5": "B-ORG",
|
| 21 |
+
"6": "I-ORG",
|
| 22 |
+
"7": "B-TITLE",
|
| 23 |
+
"8": "I-TITLE",
|
| 24 |
+
"9": "B-EVENT",
|
| 25 |
+
"10": "I-EVENT",
|
| 26 |
+
"11": "B-DATE_TIME",
|
| 27 |
+
"12": "I-DATE_TIME"
|
| 28 |
+
},
|
| 29 |
+
"initializer_range": 0.02,
|
| 30 |
+
"intermediate_size": 3072,
|
| 31 |
+
"is_decoder": false,
|
| 32 |
+
"label2id": {
|
| 33 |
+
"B-DATE_TIME": 11,
|
| 34 |
+
"B-EVENT": 9,
|
| 35 |
+
"B-LOCATION": 3,
|
| 36 |
+
"B-ORG": 5,
|
| 37 |
+
"B-PERSON": 1,
|
| 38 |
+
"B-TITLE": 7,
|
| 39 |
+
"I-DATE_TIME": 12,
|
| 40 |
+
"I-EVENT": 10,
|
| 41 |
+
"I-LOCATION": 4,
|
| 42 |
+
"I-ORG": 6,
|
| 43 |
+
"I-PERSON": 2,
|
| 44 |
+
"I-TITLE": 8,
|
| 45 |
+
"O": 0
|
| 46 |
+
},
|
| 47 |
+
"layer_norm_eps": 1e-12,
|
| 48 |
+
"max_position_embeddings": 514,
|
| 49 |
+
"model_type": "roberta",
|
| 50 |
+
"num_attention_heads": 12,
|
| 51 |
+
"num_hidden_layers": 12,
|
| 52 |
+
"pad_token_id": 0,
|
| 53 |
+
"tie_word_embeddings": true,
|
| 54 |
+
"transformers_version": "5.0.0",
|
| 55 |
+
"type_vocab_size": 1,
|
| 56 |
+
"use_cache": false,
|
| 57 |
+
"vocab_size": 32001
|
| 58 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:af85b500e5863e29ac092288b8472a99661790776d5e5e3f8f9f1c19cc812909
|
| 3 |
+
size 440177036
|
sindhi_bpe_32k.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c4b0bb0c4dfcc9dac594b288c5eb6bb103388fc39f75d40003d4d6a2ddf8cf46
|
| 3 |
+
size 644934
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<pad>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<unk>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"32000": {
|
| 36 |
+
"content": "<mask>",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"additional_special_tokens": null,
|
| 45 |
+
"backend": "custom",
|
| 46 |
+
"bos_token": "<s>",
|
| 47 |
+
"eos_token": "</s>",
|
| 48 |
+
"mask_token": "<mask>",
|
| 49 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 50 |
+
"pad_token": "<pad>",
|
| 51 |
+
"tokenizer_class": "SindhiTokenizer",
|
| 52 |
+
"unk_token": "<unk>"
|
| 53 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e408cb707cffd121ea550570c3f95e1096bf110de0cd59e88ad83088ea4c5a45
|
| 3 |
+
size 5137
|