Model import
Browse files- config.json +40 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- trainer_state.json +99 -0
- training_args.bin +3 -0
- vocab.json +0 -0
config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "roberta-base",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"RobertaForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": 0,
|
| 8 |
+
"eos_token_id": 2,
|
| 9 |
+
"gradient_checkpointing": false,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"id2label": {
|
| 14 |
+
"0": "LABEL_0",
|
| 15 |
+
"1": "LABEL_1",
|
| 16 |
+
"2": "LABEL_2",
|
| 17 |
+
"3": "LABEL_3",
|
| 18 |
+
"4": "LABEL_4"
|
| 19 |
+
},
|
| 20 |
+
"initializer_range": 0.02,
|
| 21 |
+
"intermediate_size": 3072,
|
| 22 |
+
"label2id": {
|
| 23 |
+
"LABEL_0": 0,
|
| 24 |
+
"LABEL_1": 1,
|
| 25 |
+
"LABEL_2": 2,
|
| 26 |
+
"LABEL_3": 3,
|
| 27 |
+
"LABEL_4": 4
|
| 28 |
+
},
|
| 29 |
+
"layer_norm_eps": 1e-05,
|
| 30 |
+
"max_position_embeddings": 514,
|
| 31 |
+
"model_type": "roberta",
|
| 32 |
+
"num_attention_heads": 12,
|
| 33 |
+
"num_hidden_layers": 12,
|
| 34 |
+
"pad_token_id": 1,
|
| 35 |
+
"position_embedding_type": "absolute",
|
| 36 |
+
"transformers_version": "4.3.3",
|
| 37 |
+
"type_vocab_size": 1,
|
| 38 |
+
"use_cache": true,
|
| 39 |
+
"vocab_size": 50265
|
| 40 |
+
}
|
merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d9acfce8999d7beea9c5bc64a1e3a24845dd3284e6dcb3268d92b10b7b2e93a2
|
| 3 |
+
size 498683309
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c2d8162a4093e47b222902d6f1e867422a141be0d28d7e4a4889b3ad2fd4ae4d
|
| 3 |
+
size 623
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 512, "name_or_path": "roberta-base"}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,99 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.9345950946320974,
|
| 3 |
+
"best_model_checkpoint": "../output/roberta-base-sst_bin/checkpoint-700",
|
| 4 |
+
"epoch": 3.225806451612903,
|
| 5 |
+
"global_step": 700,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.46,
|
| 12 |
+
"eval_accuracy": 0.9071100917431193,
|
| 13 |
+
"eval_f1": 0.9068620534601686,
|
| 14 |
+
"eval_loss": 0.2708713114261627,
|
| 15 |
+
"eval_precision": 0.9092790114821938,
|
| 16 |
+
"eval_recall": 0.9064683842721226,
|
| 17 |
+
"eval_runtime": 4.3371,
|
| 18 |
+
"eval_samples_per_second": 201.055,
|
| 19 |
+
"step": 100
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"epoch": 0.92,
|
| 23 |
+
"eval_accuracy": 0.9220183486238532,
|
| 24 |
+
"eval_f1": 0.9218539136302294,
|
| 25 |
+
"eval_loss": 0.22453300654888153,
|
| 26 |
+
"eval_precision": 0.9236269780824236,
|
| 27 |
+
"eval_recall": 0.9214869074682159,
|
| 28 |
+
"eval_runtime": 4.3383,
|
| 29 |
+
"eval_samples_per_second": 201.001,
|
| 30 |
+
"step": 200
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 1.38,
|
| 34 |
+
"eval_accuracy": 0.9277522935779816,
|
| 35 |
+
"eval_f1": 0.9277248238707003,
|
| 36 |
+
"eval_loss": 0.26203280687332153,
|
| 37 |
+
"eval_precision": 0.9277451780122622,
|
| 38 |
+
"eval_recall": 0.9277069125199966,
|
| 39 |
+
"eval_runtime": 4.3399,
|
| 40 |
+
"eval_samples_per_second": 200.924,
|
| 41 |
+
"step": 300
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"epoch": 1.84,
|
| 45 |
+
"eval_accuracy": 0.9288990825688074,
|
| 46 |
+
"eval_f1": 0.9288990825688074,
|
| 47 |
+
"eval_loss": 0.27323779463768005,
|
| 48 |
+
"eval_precision": 0.9292119222025764,
|
| 49 |
+
"eval_recall": 0.9292119222025764,
|
| 50 |
+
"eval_runtime": 4.3401,
|
| 51 |
+
"eval_samples_per_second": 200.916,
|
| 52 |
+
"step": 400
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 2.3,
|
| 56 |
+
"learning_rate": 1.0783410138248848e-05,
|
| 57 |
+
"loss": 0.2545,
|
| 58 |
+
"step": 500
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 2.3,
|
| 62 |
+
"eval_accuracy": 0.9288990825688074,
|
| 63 |
+
"eval_f1": 0.928763802145097,
|
| 64 |
+
"eval_loss": 0.3416966497898102,
|
| 65 |
+
"eval_precision": 0.9303050804456754,
|
| 66 |
+
"eval_recall": 0.9284120569167298,
|
| 67 |
+
"eval_runtime": 4.3403,
|
| 68 |
+
"eval_samples_per_second": 200.908,
|
| 69 |
+
"step": 500
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 2.76,
|
| 73 |
+
"eval_accuracy": 0.9288990825688074,
|
| 74 |
+
"eval_f1": 0.9288256977356504,
|
| 75 |
+
"eval_loss": 0.250255286693573,
|
| 76 |
+
"eval_precision": 0.9293817476383266,
|
| 77 |
+
"eval_recall": 0.9286225477814263,
|
| 78 |
+
"eval_runtime": 4.3388,
|
| 79 |
+
"eval_samples_per_second": 200.976,
|
| 80 |
+
"step": 600
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 3.23,
|
| 84 |
+
"eval_accuracy": 0.9346330275229358,
|
| 85 |
+
"eval_f1": 0.9345950946320974,
|
| 86 |
+
"eval_loss": 0.3421626687049866,
|
| 87 |
+
"eval_precision": 0.9347459813507295,
|
| 88 |
+
"eval_recall": 0.9345057674496927,
|
| 89 |
+
"eval_runtime": 4.3413,
|
| 90 |
+
"eval_samples_per_second": 200.862,
|
| 91 |
+
"step": 700
|
| 92 |
+
}
|
| 93 |
+
],
|
| 94 |
+
"max_steps": 1085,
|
| 95 |
+
"num_train_epochs": 5,
|
| 96 |
+
"total_flos": 2137477265246208,
|
| 97 |
+
"trial_name": null,
|
| 98 |
+
"trial_params": null
|
| 99 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2b80c7696513ffa545c584d56f250d66edf7d982886ca7c3aacb56f5777ede26
|
| 3 |
+
size 2159
|
vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|