Upload folder using huggingface_hub
Browse files- README.md +27 -0
- checkpoint-9/config.json +35 -0
- checkpoint-9/model.safetensors +3 -0
- checkpoint-9/optimizer.pt +3 -0
- checkpoint-9/rng_state.pth +3 -0
- checkpoint-9/scheduler.pt +3 -0
- checkpoint-9/trainer_state.json +144 -0
- checkpoint-9/training_args.bin +3 -0
- config.json +35 -0
- model.safetensors +3 -0
- runs/May02_16-17-14_r-bhoomi11-oral-cancer-train-lcys1rwb-91511-l8gg3/events.out.tfevents.1746202638.r-bhoomi11-oral-cancer-train-lcys1rwb-91511-l8gg3.102.0 +2 -2
- runs/May02_16-17-14_r-bhoomi11-oral-cancer-train-lcys1rwb-91511-l8gg3/events.out.tfevents.1746202711.r-bhoomi11-oral-cancer-train-lcys1rwb-91511-l8gg3.102.1 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.txt +0 -0
README.md
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
library_name: transformers
|
| 4 |
+
tags:
|
| 5 |
+
- autotrain
|
| 6 |
+
- text-classification
|
| 7 |
+
base_model: emilyalsentzer/Bio_ClinicalBERT
|
| 8 |
+
widget:
|
| 9 |
+
- text: "I love AutoTrain"
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# Model Trained Using AutoTrain
|
| 13 |
+
|
| 14 |
+
- Problem type: Text Classification
|
| 15 |
+
|
| 16 |
+
## Validation Metrics
|
| 17 |
+
loss: 0.5463677644729614
|
| 18 |
+
|
| 19 |
+
f1: 0.0
|
| 20 |
+
|
| 21 |
+
precision: 0.0
|
| 22 |
+
|
| 23 |
+
recall: 0.0
|
| 24 |
+
|
| 25 |
+
auc: 0.0
|
| 26 |
+
|
| 27 |
+
accuracy: 0.8
|
checkpoint-9/config.json
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "emilyalsentzer/Bio_ClinicalBERT",
|
| 3 |
+
"_num_labels": 2,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"BertForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": " train",
|
| 14 |
+
"1": " valid"
|
| 15 |
+
},
|
| 16 |
+
"initializer_range": 0.02,
|
| 17 |
+
"intermediate_size": 3072,
|
| 18 |
+
"label2id": {
|
| 19 |
+
" train": 0,
|
| 20 |
+
" valid": 1
|
| 21 |
+
},
|
| 22 |
+
"layer_norm_eps": 1e-12,
|
| 23 |
+
"max_position_embeddings": 512,
|
| 24 |
+
"model_type": "bert",
|
| 25 |
+
"num_attention_heads": 12,
|
| 26 |
+
"num_hidden_layers": 12,
|
| 27 |
+
"pad_token_id": 0,
|
| 28 |
+
"position_embedding_type": "absolute",
|
| 29 |
+
"problem_type": "single_label_classification",
|
| 30 |
+
"torch_dtype": "float32",
|
| 31 |
+
"transformers_version": "4.48.0",
|
| 32 |
+
"type_vocab_size": 2,
|
| 33 |
+
"use_cache": true,
|
| 34 |
+
"vocab_size": 28996
|
| 35 |
+
}
|
checkpoint-9/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2724ef2a9c8c7a779efe9984d8550317ca57b0d59abd25f61a0aea0ce7204363
|
| 3 |
+
size 433270768
|
checkpoint-9/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7563dcccfd8a9f72d77a9b0aeaed1c24698aca93a0a222135fd04a6da4516ee4
|
| 3 |
+
size 866657018
|
checkpoint-9/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cd08b5cffe76763cfaec7a8ced525e92533537e3a6b5184b3bd883255d0b54a5
|
| 3 |
+
size 13990
|
checkpoint-9/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fe28afbf6131c4aaf26ff58140d1779aa47b73f2084ea00758f7b4ca1fc0182a
|
| 3 |
+
size 1064
|
checkpoint-9/trainer_state.json
ADDED
|
@@ -0,0 +1,144 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.5463677644729614,
|
| 3 |
+
"best_model_checkpoint": "autotrain-nsdxr-fllj6/checkpoint-9",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 9,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.3333333333333333,
|
| 13 |
+
"grad_norm": 15.975604057312012,
|
| 14 |
+
"learning_rate": 5e-05,
|
| 15 |
+
"loss": 0.8818,
|
| 16 |
+
"step": 1
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.6666666666666666,
|
| 20 |
+
"grad_norm": 7.765045166015625,
|
| 21 |
+
"learning_rate": 4.375e-05,
|
| 22 |
+
"loss": 0.6766,
|
| 23 |
+
"step": 2
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 1.0,
|
| 27 |
+
"grad_norm": 18.50520896911621,
|
| 28 |
+
"learning_rate": 3.7500000000000003e-05,
|
| 29 |
+
"loss": 0.9543,
|
| 30 |
+
"step": 3
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 1.0,
|
| 34 |
+
"eval_accuracy": 0.8,
|
| 35 |
+
"eval_auc": 0.5,
|
| 36 |
+
"eval_f1": 0.0,
|
| 37 |
+
"eval_loss": 0.5852190256118774,
|
| 38 |
+
"eval_precision": 0.0,
|
| 39 |
+
"eval_recall": 0.0,
|
| 40 |
+
"eval_runtime": 1.2041,
|
| 41 |
+
"eval_samples_per_second": 4.152,
|
| 42 |
+
"eval_steps_per_second": 0.83,
|
| 43 |
+
"step": 3
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"epoch": 1.3333333333333333,
|
| 47 |
+
"grad_norm": 7.193077087402344,
|
| 48 |
+
"learning_rate": 3.125e-05,
|
| 49 |
+
"loss": 0.5326,
|
| 50 |
+
"step": 4
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"epoch": 1.6666666666666665,
|
| 54 |
+
"grad_norm": 4.841723442077637,
|
| 55 |
+
"learning_rate": 2.5e-05,
|
| 56 |
+
"loss": 0.7574,
|
| 57 |
+
"step": 5
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 2.0,
|
| 61 |
+
"grad_norm": 12.484859466552734,
|
| 62 |
+
"learning_rate": 1.8750000000000002e-05,
|
| 63 |
+
"loss": 0.529,
|
| 64 |
+
"step": 6
|
| 65 |
+
},
|
| 66 |
+
{
|
| 67 |
+
"epoch": 2.0,
|
| 68 |
+
"eval_accuracy": 0.8,
|
| 69 |
+
"eval_auc": 0.25,
|
| 70 |
+
"eval_f1": 0.0,
|
| 71 |
+
"eval_loss": 0.554911196231842,
|
| 72 |
+
"eval_precision": 0.0,
|
| 73 |
+
"eval_recall": 0.0,
|
| 74 |
+
"eval_runtime": 1.3995,
|
| 75 |
+
"eval_samples_per_second": 3.573,
|
| 76 |
+
"eval_steps_per_second": 0.715,
|
| 77 |
+
"step": 6
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"epoch": 2.3333333333333335,
|
| 81 |
+
"grad_norm": 3.6496365070343018,
|
| 82 |
+
"learning_rate": 1.25e-05,
|
| 83 |
+
"loss": 0.5637,
|
| 84 |
+
"step": 7
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"epoch": 2.6666666666666665,
|
| 88 |
+
"grad_norm": 2.2735283374786377,
|
| 89 |
+
"learning_rate": 6.25e-06,
|
| 90 |
+
"loss": 0.5877,
|
| 91 |
+
"step": 8
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 3.0,
|
| 95 |
+
"grad_norm": 9.474960327148438,
|
| 96 |
+
"learning_rate": 0.0,
|
| 97 |
+
"loss": 0.3657,
|
| 98 |
+
"step": 9
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 3.0,
|
| 102 |
+
"eval_accuracy": 0.8,
|
| 103 |
+
"eval_auc": 0.0,
|
| 104 |
+
"eval_f1": 0.0,
|
| 105 |
+
"eval_loss": 0.5463677644729614,
|
| 106 |
+
"eval_precision": 0.0,
|
| 107 |
+
"eval_recall": 0.0,
|
| 108 |
+
"eval_runtime": 1.7693,
|
| 109 |
+
"eval_samples_per_second": 2.826,
|
| 110 |
+
"eval_steps_per_second": 0.565,
|
| 111 |
+
"step": 9
|
| 112 |
+
}
|
| 113 |
+
],
|
| 114 |
+
"logging_steps": 1,
|
| 115 |
+
"max_steps": 9,
|
| 116 |
+
"num_input_tokens_seen": 0,
|
| 117 |
+
"num_train_epochs": 3,
|
| 118 |
+
"save_steps": 500,
|
| 119 |
+
"stateful_callbacks": {
|
| 120 |
+
"EarlyStoppingCallback": {
|
| 121 |
+
"args": {
|
| 122 |
+
"early_stopping_patience": 5,
|
| 123 |
+
"early_stopping_threshold": 0.01
|
| 124 |
+
},
|
| 125 |
+
"attributes": {
|
| 126 |
+
"early_stopping_patience_counter": 1
|
| 127 |
+
}
|
| 128 |
+
},
|
| 129 |
+
"TrainerControl": {
|
| 130 |
+
"args": {
|
| 131 |
+
"should_epoch_stop": false,
|
| 132 |
+
"should_evaluate": false,
|
| 133 |
+
"should_log": false,
|
| 134 |
+
"should_save": true,
|
| 135 |
+
"should_training_stop": true
|
| 136 |
+
},
|
| 137 |
+
"attributes": {}
|
| 138 |
+
}
|
| 139 |
+
},
|
| 140 |
+
"total_flos": 3551999247360.0,
|
| 141 |
+
"train_batch_size": 8,
|
| 142 |
+
"trial_name": null,
|
| 143 |
+
"trial_params": null
|
| 144 |
+
}
|
checkpoint-9/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f94acc2919f790315526873c9107ca9ab6a49d6e79adde6608354c057c192213
|
| 3 |
+
size 5368
|
config.json
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "emilyalsentzer/Bio_ClinicalBERT",
|
| 3 |
+
"_num_labels": 2,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"BertForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": " train",
|
| 14 |
+
"1": " valid"
|
| 15 |
+
},
|
| 16 |
+
"initializer_range": 0.02,
|
| 17 |
+
"intermediate_size": 3072,
|
| 18 |
+
"label2id": {
|
| 19 |
+
" train": 0,
|
| 20 |
+
" valid": 1
|
| 21 |
+
},
|
| 22 |
+
"layer_norm_eps": 1e-12,
|
| 23 |
+
"max_position_embeddings": 512,
|
| 24 |
+
"model_type": "bert",
|
| 25 |
+
"num_attention_heads": 12,
|
| 26 |
+
"num_hidden_layers": 12,
|
| 27 |
+
"pad_token_id": 0,
|
| 28 |
+
"position_embedding_type": "absolute",
|
| 29 |
+
"problem_type": "single_label_classification",
|
| 30 |
+
"torch_dtype": "float32",
|
| 31 |
+
"transformers_version": "4.48.0",
|
| 32 |
+
"type_vocab_size": 2,
|
| 33 |
+
"use_cache": true,
|
| 34 |
+
"vocab_size": 28996
|
| 35 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2724ef2a9c8c7a779efe9984d8550317ca57b0d59abd25f61a0aea0ce7204363
|
| 3 |
+
size 433270768
|
runs/May02_16-17-14_r-bhoomi11-oral-cancer-train-lcys1rwb-91511-l8gg3/events.out.tfevents.1746202638.r-bhoomi11-oral-cancer-train-lcys1rwb-91511-l8gg3.102.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:967751634e6c6ae7baa050c48301645618d8c4e307a6303c5c607b484a9e9add
|
| 3 |
+
size 8883
|
runs/May02_16-17-14_r-bhoomi11-oral-cancer-train-lcys1rwb-91511-l8gg3/events.out.tfevents.1746202711.r-bhoomi11-oral-cancer-train-lcys1rwb-91511-l8gg3.102.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ef7c5e32707fd03155b75aa9f11b8431721e0638b000ef4cc90549f442af2c87
|
| 3 |
+
size 597
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_basic_tokenize": true,
|
| 47 |
+
"do_lower_case": true,
|
| 48 |
+
"extra_special_tokens": {},
|
| 49 |
+
"mask_token": "[MASK]",
|
| 50 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 51 |
+
"never_split": null,
|
| 52 |
+
"pad_token": "[PAD]",
|
| 53 |
+
"sep_token": "[SEP]",
|
| 54 |
+
"strip_accents": null,
|
| 55 |
+
"tokenize_chinese_chars": true,
|
| 56 |
+
"tokenizer_class": "BertTokenizer",
|
| 57 |
+
"unk_token": "[UNK]"
|
| 58 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f94acc2919f790315526873c9107ca9ab6a49d6e79adde6608354c057c192213
|
| 3 |
+
size 5368
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "autotrain-nsdxr-fllj6/autotrain-data",
|
| 3 |
+
"model": "emilyalsentzer/Bio_ClinicalBERT",
|
| 4 |
+
"lr": 5e-05,
|
| 5 |
+
"epochs": 3,
|
| 6 |
+
"max_seq_length": 128,
|
| 7 |
+
"batch_size": 8,
|
| 8 |
+
"warmup_ratio": 0.1,
|
| 9 |
+
"gradient_accumulation": 1,
|
| 10 |
+
"optimizer": "adamw_torch",
|
| 11 |
+
"scheduler": "linear",
|
| 12 |
+
"weight_decay": 0.0,
|
| 13 |
+
"max_grad_norm": 1.0,
|
| 14 |
+
"seed": 42,
|
| 15 |
+
"train_split": "train",
|
| 16 |
+
"valid_split": "validation",
|
| 17 |
+
"text_column": "autotrain_text",
|
| 18 |
+
"target_column": "autotrain_label",
|
| 19 |
+
"logging_steps": -1,
|
| 20 |
+
"project_name": "autotrain-nsdxr-fllj6",
|
| 21 |
+
"auto_find_batch_size": false,
|
| 22 |
+
"mixed_precision": "none",
|
| 23 |
+
"save_total_limit": 1,
|
| 24 |
+
"push_to_hub": true,
|
| 25 |
+
"eval_strategy": "epoch",
|
| 26 |
+
"username": "bhoomi11",
|
| 27 |
+
"log": "tensorboard",
|
| 28 |
+
"early_stopping_patience": 5,
|
| 29 |
+
"early_stopping_threshold": 0.01
|
| 30 |
+
}
|
vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|