Maxime Turlot commited on
Commit ·
f8766c7
1
Parent(s): 360cda8
Add BlueSecureBERT weights & tokenizer v1.0
Browse files- checkpoint-1500/config.json +27 -0
- checkpoint-1500/merges.txt +0 -0
- checkpoint-1500/model.safetensors +3 -0
- checkpoint-1500/optimizer.pt +3 -0
- checkpoint-1500/rng_state.pth +3 -0
- checkpoint-1500/scaler.pt +3 -0
- checkpoint-1500/scheduler.pt +3 -0
- checkpoint-1500/special_tokens_map.json +51 -0
- checkpoint-1500/tokenizer.json +0 -0
- checkpoint-1500/tokenizer_config.json +59 -0
- checkpoint-1500/trainer_state.json +208 -0
- checkpoint-1500/training_args.bin +3 -0
- checkpoint-1500/vocab.json +0 -0
- checkpoint-2100/config.json +27 -0
- checkpoint-2100/merges.txt +0 -0
- checkpoint-2100/model.safetensors +3 -0
- checkpoint-2100/optimizer.pt +3 -0
- checkpoint-2100/rng_state.pth +3 -0
- checkpoint-2100/scaler.pt +3 -0
- checkpoint-2100/scheduler.pt +3 -0
- checkpoint-2100/special_tokens_map.json +51 -0
- checkpoint-2100/tokenizer.json +0 -0
- checkpoint-2100/tokenizer_config.json +59 -0
- checkpoint-2100/trainer_state.json +1597 -0
- checkpoint-2100/training_args.bin +3 -0
- checkpoint-2100/vocab.json +0 -0
- config.json +27 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +59 -0
- training_args.bin +3 -0
- vocab.json +0 -0
checkpoint-1500/config.json
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"RobertaForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"bos_token_id": 0,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"eos_token_id": 2,
|
| 9 |
+
"gradient_checkpointing": false,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 3072,
|
| 15 |
+
"layer_norm_eps": 1e-05,
|
| 16 |
+
"max_position_embeddings": 514,
|
| 17 |
+
"model_type": "roberta",
|
| 18 |
+
"num_attention_heads": 12,
|
| 19 |
+
"num_hidden_layers": 12,
|
| 20 |
+
"pad_token_id": 1,
|
| 21 |
+
"position_embedding_type": "absolute",
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.50.3",
|
| 24 |
+
"type_vocab_size": 1,
|
| 25 |
+
"use_cache": true,
|
| 26 |
+
"vocab_size": 50265
|
| 27 |
+
}
|
checkpoint-1500/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-1500/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2673e42d4637733a09e0553abdaedcc9fa4e6ac22cf009b506a3776cc655d6e4
|
| 3 |
+
size 498612824
|
checkpoint-1500/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2c05df94321022303086794957bc01d2e212db00b0536724efb3e4e5dd2a455d
|
| 3 |
+
size 997345530
|
checkpoint-1500/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:873433ef920a90902d6f896eeee752f73d9ee50665eb5ab1a3d6d232701f69d3
|
| 3 |
+
size 14244
|
checkpoint-1500/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:33e26a663d9f99b76583d7a759a02229c9acb028b2a47d5da0c15de5bd40410e
|
| 3 |
+
size 988
|
checkpoint-1500/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:008593e472c1fb4d926ab4ddfb67a4d0177133cece362148c52047b8cbe88aa5
|
| 3 |
+
size 1064
|
checkpoint-1500/special_tokens_map.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"cls_token": {
|
| 10 |
+
"content": "<s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"eos_token": {
|
| 17 |
+
"content": "</s>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": true,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"mask_token": {
|
| 24 |
+
"content": "<mask>",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": true,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"pad_token": {
|
| 31 |
+
"content": "<pad>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": true,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"sep_token": {
|
| 38 |
+
"content": "</s>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": true,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
+
"content": "<unk>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": true,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false
|
| 50 |
+
}
|
| 51 |
+
}
|
checkpoint-1500/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-1500/tokenizer_config.json
ADDED
|
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 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": true,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"bos_token": "<s>",
|
| 46 |
+
"clean_up_tokenization_spaces": false,
|
| 47 |
+
"cls_token": "<s>",
|
| 48 |
+
"eos_token": "</s>",
|
| 49 |
+
"errors": "replace",
|
| 50 |
+
"extra_special_tokens": {},
|
| 51 |
+
"mask_token": "<mask>",
|
| 52 |
+
"max_len": 512,
|
| 53 |
+
"model_max_length": 512,
|
| 54 |
+
"pad_token": "<pad>",
|
| 55 |
+
"sep_token": "</s>",
|
| 56 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 57 |
+
"trim_offsets": true,
|
| 58 |
+
"unk_token": "<unk>"
|
| 59 |
+
}
|
checkpoint-1500/trainer_state.json
ADDED
|
@@ -0,0 +1,208 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1500,
|
| 3 |
+
"best_metric": 0.9490445859872612,
|
| 4 |
+
"best_model_checkpoint": "/workspace/AI/Trend_Primus-FineWeb_Filtering-pipeline/securebert_finetuned/defensive_vs_rest/checkpoint-1500",
|
| 5 |
+
"epoch": 2.7272727272727275,
|
| 6 |
+
"eval_steps": 300,
|
| 7 |
+
"global_step": 1500,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.18181818181818182,
|
| 14 |
+
"grad_norm": 1.2393633127212524,
|
| 15 |
+
"learning_rate": 5.6571428571428576e-06,
|
| 16 |
+
"loss": 0.1439,
|
| 17 |
+
"step": 100
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.36363636363636365,
|
| 21 |
+
"grad_norm": 1.2253516912460327,
|
| 22 |
+
"learning_rate": 1.1371428571428573e-05,
|
| 23 |
+
"loss": 0.0855,
|
| 24 |
+
"step": 200
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.5454545454545454,
|
| 28 |
+
"grad_norm": 0.6038007140159607,
|
| 29 |
+
"learning_rate": 1.708571428571429e-05,
|
| 30 |
+
"loss": 0.0369,
|
| 31 |
+
"step": 300
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 0.5454545454545454,
|
| 35 |
+
"eval_f1": 0.8451570393147375,
|
| 36 |
+
"eval_f2": 0.9234018045690152,
|
| 37 |
+
"eval_loss": 0.022321535274386406,
|
| 38 |
+
"eval_precision": 0.7405696689761355,
|
| 39 |
+
"eval_recall": 0.9841432225063939,
|
| 40 |
+
"eval_runtime": 10.9053,
|
| 41 |
+
"eval_samples_per_second": 717.082,
|
| 42 |
+
"eval_steps_per_second": 11.279,
|
| 43 |
+
"step": 300
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"epoch": 0.7272727272727273,
|
| 47 |
+
"grad_norm": 0.47052955627441406,
|
| 48 |
+
"learning_rate": 1.924615384615385e-05,
|
| 49 |
+
"loss": 0.0203,
|
| 50 |
+
"step": 400
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"epoch": 0.9090909090909091,
|
| 54 |
+
"grad_norm": 2.0642011165618896,
|
| 55 |
+
"learning_rate": 1.770769230769231e-05,
|
| 56 |
+
"loss": 0.0176,
|
| 57 |
+
"step": 500
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 1.0909090909090908,
|
| 61 |
+
"grad_norm": 0.28900912404060364,
|
| 62 |
+
"learning_rate": 1.6169230769230772e-05,
|
| 63 |
+
"loss": 0.0116,
|
| 64 |
+
"step": 600
|
| 65 |
+
},
|
| 66 |
+
{
|
| 67 |
+
"epoch": 1.0909090909090908,
|
| 68 |
+
"eval_f1": 0.9583852479441815,
|
| 69 |
+
"eval_f2": 0.9733751771613687,
|
| 70 |
+
"eval_loss": 0.013802087865769863,
|
| 71 |
+
"eval_precision": 0.934402332361516,
|
| 72 |
+
"eval_recall": 0.9836317135549872,
|
| 73 |
+
"eval_runtime": 11.4515,
|
| 74 |
+
"eval_samples_per_second": 682.883,
|
| 75 |
+
"eval_steps_per_second": 10.741,
|
| 76 |
+
"step": 600
|
| 77 |
+
},
|
| 78 |
+
{
|
| 79 |
+
"epoch": 1.2727272727272727,
|
| 80 |
+
"grad_norm": 0.4510941803455353,
|
| 81 |
+
"learning_rate": 1.4630769230769233e-05,
|
| 82 |
+
"loss": 0.0083,
|
| 83 |
+
"step": 700
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"epoch": 1.4545454545454546,
|
| 87 |
+
"grad_norm": 0.546210765838623,
|
| 88 |
+
"learning_rate": 1.3092307692307693e-05,
|
| 89 |
+
"loss": 0.0074,
|
| 90 |
+
"step": 800
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"epoch": 1.6363636363636362,
|
| 94 |
+
"grad_norm": 2.2349956035614014,
|
| 95 |
+
"learning_rate": 1.1553846153846156e-05,
|
| 96 |
+
"loss": 0.0084,
|
| 97 |
+
"step": 900
|
| 98 |
+
},
|
| 99 |
+
{
|
| 100 |
+
"epoch": 1.6363636363636362,
|
| 101 |
+
"eval_f1": 0.9500734214390602,
|
| 102 |
+
"eval_f2": 0.9752788664455834,
|
| 103 |
+
"eval_loss": 0.009357056580483913,
|
| 104 |
+
"eval_precision": 0.9108399812294697,
|
| 105 |
+
"eval_recall": 0.992838874680307,
|
| 106 |
+
"eval_runtime": 11.0303,
|
| 107 |
+
"eval_samples_per_second": 708.955,
|
| 108 |
+
"eval_steps_per_second": 11.151,
|
| 109 |
+
"step": 900
|
| 110 |
+
},
|
| 111 |
+
{
|
| 112 |
+
"epoch": 1.8181818181818183,
|
| 113 |
+
"grad_norm": 0.4002629518508911,
|
| 114 |
+
"learning_rate": 1.0015384615384615e-05,
|
| 115 |
+
"loss": 0.0076,
|
| 116 |
+
"step": 1000
|
| 117 |
+
},
|
| 118 |
+
{
|
| 119 |
+
"epoch": 2.0,
|
| 120 |
+
"grad_norm": 0.0686814934015274,
|
| 121 |
+
"learning_rate": 8.476923076923078e-06,
|
| 122 |
+
"loss": 0.0063,
|
| 123 |
+
"step": 1100
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 2.1818181818181817,
|
| 127 |
+
"grad_norm": 0.40794429183006287,
|
| 128 |
+
"learning_rate": 6.9384615384615395e-06,
|
| 129 |
+
"loss": 0.0032,
|
| 130 |
+
"step": 1200
|
| 131 |
+
},
|
| 132 |
+
{
|
| 133 |
+
"epoch": 2.1818181818181817,
|
| 134 |
+
"eval_f1": 0.9634601043997018,
|
| 135 |
+
"eval_f2": 0.9799757281553398,
|
| 136 |
+
"eval_loss": 0.009985245764255524,
|
| 137 |
+
"eval_precision": 0.937137330754352,
|
| 138 |
+
"eval_recall": 0.991304347826087,
|
| 139 |
+
"eval_runtime": 10.5643,
|
| 140 |
+
"eval_samples_per_second": 740.231,
|
| 141 |
+
"eval_steps_per_second": 11.643,
|
| 142 |
+
"step": 1200
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 2.3636363636363638,
|
| 146 |
+
"grad_norm": 0.26694178581237793,
|
| 147 |
+
"learning_rate": 5.400000000000001e-06,
|
| 148 |
+
"loss": 0.0031,
|
| 149 |
+
"step": 1300
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 2.5454545454545454,
|
| 153 |
+
"grad_norm": 0.1839500516653061,
|
| 154 |
+
"learning_rate": 3.861538461538462e-06,
|
| 155 |
+
"loss": 0.0028,
|
| 156 |
+
"step": 1400
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 2.7272727272727275,
|
| 160 |
+
"grad_norm": 0.3117663264274597,
|
| 161 |
+
"learning_rate": 2.3230769230769234e-06,
|
| 162 |
+
"loss": 0.0021,
|
| 163 |
+
"step": 1500
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 2.7272727272727275,
|
| 167 |
+
"eval_f1": 0.9694694694694694,
|
| 168 |
+
"eval_f2": 0.9821519115708346,
|
| 169 |
+
"eval_loss": 0.010657339356839657,
|
| 170 |
+
"eval_precision": 0.9490445859872612,
|
| 171 |
+
"eval_recall": 0.9907928388746803,
|
| 172 |
+
"eval_runtime": 10.7067,
|
| 173 |
+
"eval_samples_per_second": 730.384,
|
| 174 |
+
"eval_steps_per_second": 11.488,
|
| 175 |
+
"step": 1500
|
| 176 |
+
}
|
| 177 |
+
],
|
| 178 |
+
"logging_steps": 100,
|
| 179 |
+
"max_steps": 1650,
|
| 180 |
+
"num_input_tokens_seen": 0,
|
| 181 |
+
"num_train_epochs": 3,
|
| 182 |
+
"save_steps": 300,
|
| 183 |
+
"stateful_callbacks": {
|
| 184 |
+
"EarlyStoppingCallback": {
|
| 185 |
+
"args": {
|
| 186 |
+
"early_stopping_patience": 2,
|
| 187 |
+
"early_stopping_threshold": 0.0
|
| 188 |
+
},
|
| 189 |
+
"attributes": {
|
| 190 |
+
"early_stopping_patience_counter": 0
|
| 191 |
+
}
|
| 192 |
+
},
|
| 193 |
+
"TrainerControl": {
|
| 194 |
+
"args": {
|
| 195 |
+
"should_epoch_stop": false,
|
| 196 |
+
"should_evaluate": false,
|
| 197 |
+
"should_log": false,
|
| 198 |
+
"should_save": true,
|
| 199 |
+
"should_training_stop": false
|
| 200 |
+
},
|
| 201 |
+
"attributes": {}
|
| 202 |
+
}
|
| 203 |
+
},
|
| 204 |
+
"total_flos": 5.05067981869056e+16,
|
| 205 |
+
"train_batch_size": 64,
|
| 206 |
+
"trial_name": null,
|
| 207 |
+
"trial_params": null
|
| 208 |
+
}
|
checkpoint-1500/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e0a880bc2113f1c59c5c8811e0cfbdcc1f299ce53865365dda540b7b7d0db8df
|
| 3 |
+
size 5496
|
checkpoint-1500/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-2100/config.json
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"RobertaForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"bos_token_id": 0,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"eos_token_id": 2,
|
| 9 |
+
"gradient_checkpointing": false,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 3072,
|
| 15 |
+
"layer_norm_eps": 1e-05,
|
| 16 |
+
"max_position_embeddings": 514,
|
| 17 |
+
"model_type": "roberta",
|
| 18 |
+
"num_attention_heads": 12,
|
| 19 |
+
"num_hidden_layers": 12,
|
| 20 |
+
"pad_token_id": 1,
|
| 21 |
+
"position_embedding_type": "absolute",
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.50.3",
|
| 24 |
+
"type_vocab_size": 1,
|
| 25 |
+
"use_cache": true,
|
| 26 |
+
"vocab_size": 50265
|
| 27 |
+
}
|
checkpoint-2100/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-2100/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:517257bc47b3f038a7403dd81da4bfce3de079acfc45697e0b00a8d9200e381f
|
| 3 |
+
size 498612824
|
checkpoint-2100/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d165a1ee4621c558a9a7fc2a8583b72069a277efcc7ee3076c5274172ad67803
|
| 3 |
+
size 997345530
|
checkpoint-2100/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:840bbd869826eca2ba6c2837e2dad965324983f11c19e9319c8a75b1a148f48d
|
| 3 |
+
size 14244
|
checkpoint-2100/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:39f5dc0ebad59bb1208d0eb1ca5cd9a005f35ab6729971fcb4a04c903bf3d7a5
|
| 3 |
+
size 988
|
checkpoint-2100/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4143afc8e9b0613a160a5744369a2b7a815380a150e53caa5289fa29dad912d6
|
| 3 |
+
size 1064
|
checkpoint-2100/special_tokens_map.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"cls_token": {
|
| 10 |
+
"content": "<s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"eos_token": {
|
| 17 |
+
"content": "</s>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": true,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"mask_token": {
|
| 24 |
+
"content": "<mask>",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": true,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"pad_token": {
|
| 31 |
+
"content": "<pad>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": true,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"sep_token": {
|
| 38 |
+
"content": "</s>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": true,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
+
"content": "<unk>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": true,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false
|
| 50 |
+
}
|
| 51 |
+
}
|
checkpoint-2100/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-2100/tokenizer_config.json
ADDED
|
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 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": true,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"bos_token": "<s>",
|
| 46 |
+
"clean_up_tokenization_spaces": false,
|
| 47 |
+
"cls_token": "<s>",
|
| 48 |
+
"eos_token": "</s>",
|
| 49 |
+
"errors": "replace",
|
| 50 |
+
"extra_special_tokens": {},
|
| 51 |
+
"mask_token": "<mask>",
|
| 52 |
+
"max_len": 512,
|
| 53 |
+
"model_max_length": 512,
|
| 54 |
+
"pad_token": "<pad>",
|
| 55 |
+
"sep_token": "</s>",
|
| 56 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 57 |
+
"trim_offsets": true,
|
| 58 |
+
"unk_token": "<unk>"
|
| 59 |
+
}
|
checkpoint-2100/trainer_state.json
ADDED
|
@@ -0,0 +1,1597 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1800,
|
| 3 |
+
"best_metric": 0.9762746087834427,
|
| 4 |
+
"best_model_checkpoint": "/workspace/AI/Trend_Primus-FineWeb_Filtering-pipeline/securebert_finetuned/defensive_vs_rest/checkpoint-1800",
|
| 5 |
+
"epoch": 3.8181818181818183,
|
| 6 |
+
"eval_steps": 300,
|
| 7 |
+
"global_step": 2100,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.01818181818181818,
|
| 14 |
+
"grad_norm": 0.4759802222251892,
|
| 15 |
+
"learning_rate": 5.714285714285715e-07,
|
| 16 |
+
"loss": 0.1542,
|
| 17 |
+
"step": 10
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.03636363636363636,
|
| 21 |
+
"grad_norm": 0.3740444481372833,
|
| 22 |
+
"learning_rate": 1.142857142857143e-06,
|
| 23 |
+
"loss": 0.1623,
|
| 24 |
+
"step": 20
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.05454545454545454,
|
| 28 |
+
"grad_norm": 0.5404930710792542,
|
| 29 |
+
"learning_rate": 1.7142857142857145e-06,
|
| 30 |
+
"loss": 0.1582,
|
| 31 |
+
"step": 30
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 0.07272727272727272,
|
| 35 |
+
"grad_norm": 0.3705693781375885,
|
| 36 |
+
"learning_rate": 2.285714285714286e-06,
|
| 37 |
+
"loss": 0.1422,
|
| 38 |
+
"step": 40
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 0.09090909090909091,
|
| 42 |
+
"grad_norm": 0.4376075565814972,
|
| 43 |
+
"learning_rate": 2.8571428571428573e-06,
|
| 44 |
+
"loss": 0.1403,
|
| 45 |
+
"step": 50
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 0.10909090909090909,
|
| 49 |
+
"grad_norm": 0.46200892329216003,
|
| 50 |
+
"learning_rate": 3.428571428571429e-06,
|
| 51 |
+
"loss": 0.142,
|
| 52 |
+
"step": 60
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 0.12727272727272726,
|
| 56 |
+
"grad_norm": 0.2855919599533081,
|
| 57 |
+
"learning_rate": 4.000000000000001e-06,
|
| 58 |
+
"loss": 0.144,
|
| 59 |
+
"step": 70
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 0.14545454545454545,
|
| 63 |
+
"grad_norm": 0.33721357583999634,
|
| 64 |
+
"learning_rate": 4.571428571428572e-06,
|
| 65 |
+
"loss": 0.1401,
|
| 66 |
+
"step": 80
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"epoch": 0.16363636363636364,
|
| 70 |
+
"grad_norm": 0.6751205921173096,
|
| 71 |
+
"learning_rate": 5.142857142857142e-06,
|
| 72 |
+
"loss": 0.132,
|
| 73 |
+
"step": 90
|
| 74 |
+
},
|
| 75 |
+
{
|
| 76 |
+
"epoch": 0.18181818181818182,
|
| 77 |
+
"grad_norm": 1.1521556377410889,
|
| 78 |
+
"learning_rate": 5.7142857142857145e-06,
|
| 79 |
+
"loss": 0.1277,
|
| 80 |
+
"step": 100
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 0.2,
|
| 84 |
+
"grad_norm": 0.6443154811859131,
|
| 85 |
+
"learning_rate": 6.285714285714286e-06,
|
| 86 |
+
"loss": 0.1079,
|
| 87 |
+
"step": 110
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 0.21818181818181817,
|
| 91 |
+
"grad_norm": 0.6698077321052551,
|
| 92 |
+
"learning_rate": 6.857142857142858e-06,
|
| 93 |
+
"loss": 0.1066,
|
| 94 |
+
"step": 120
|
| 95 |
+
},
|
| 96 |
+
{
|
| 97 |
+
"epoch": 0.23636363636363636,
|
| 98 |
+
"grad_norm": 0.8653299808502197,
|
| 99 |
+
"learning_rate": 7.428571428571429e-06,
|
| 100 |
+
"loss": 0.0943,
|
| 101 |
+
"step": 130
|
| 102 |
+
},
|
| 103 |
+
{
|
| 104 |
+
"epoch": 0.2545454545454545,
|
| 105 |
+
"grad_norm": 1.1476327180862427,
|
| 106 |
+
"learning_rate": 8.000000000000001e-06,
|
| 107 |
+
"loss": 0.0924,
|
| 108 |
+
"step": 140
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"epoch": 0.2727272727272727,
|
| 112 |
+
"grad_norm": 0.5096330642700195,
|
| 113 |
+
"learning_rate": 8.571428571428571e-06,
|
| 114 |
+
"loss": 0.0844,
|
| 115 |
+
"step": 150
|
| 116 |
+
},
|
| 117 |
+
{
|
| 118 |
+
"epoch": 0.2909090909090909,
|
| 119 |
+
"grad_norm": 1.1907318830490112,
|
| 120 |
+
"learning_rate": 9.142857142857144e-06,
|
| 121 |
+
"loss": 0.0813,
|
| 122 |
+
"step": 160
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
"epoch": 0.3090909090909091,
|
| 126 |
+
"grad_norm": 1.299401879310608,
|
| 127 |
+
"learning_rate": 9.714285714285715e-06,
|
| 128 |
+
"loss": 0.0749,
|
| 129 |
+
"step": 170
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 0.32727272727272727,
|
| 133 |
+
"grad_norm": 0.8548530340194702,
|
| 134 |
+
"learning_rate": 1.0285714285714285e-05,
|
| 135 |
+
"loss": 0.0661,
|
| 136 |
+
"step": 180
|
| 137 |
+
},
|
| 138 |
+
{
|
| 139 |
+
"epoch": 0.34545454545454546,
|
| 140 |
+
"grad_norm": 0.8947266936302185,
|
| 141 |
+
"learning_rate": 1.0857142857142858e-05,
|
| 142 |
+
"loss": 0.0638,
|
| 143 |
+
"step": 190
|
| 144 |
+
},
|
| 145 |
+
{
|
| 146 |
+
"epoch": 0.36363636363636365,
|
| 147 |
+
"grad_norm": 2.172971725463867,
|
| 148 |
+
"learning_rate": 1.1428571428571429e-05,
|
| 149 |
+
"loss": 0.0624,
|
| 150 |
+
"step": 200
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"epoch": 0.38181818181818183,
|
| 154 |
+
"grad_norm": 4.725502967834473,
|
| 155 |
+
"learning_rate": 1.2e-05,
|
| 156 |
+
"loss": 0.0504,
|
| 157 |
+
"step": 210
|
| 158 |
+
},
|
| 159 |
+
{
|
| 160 |
+
"epoch": 0.4,
|
| 161 |
+
"grad_norm": 1.3992273807525635,
|
| 162 |
+
"learning_rate": 1.2571428571428572e-05,
|
| 163 |
+
"loss": 0.0417,
|
| 164 |
+
"step": 220
|
| 165 |
+
},
|
| 166 |
+
{
|
| 167 |
+
"epoch": 0.41818181818181815,
|
| 168 |
+
"grad_norm": 0.9457690119743347,
|
| 169 |
+
"learning_rate": 1.3142857142857145e-05,
|
| 170 |
+
"loss": 0.0377,
|
| 171 |
+
"step": 230
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"epoch": 0.43636363636363634,
|
| 175 |
+
"grad_norm": 1.1091430187225342,
|
| 176 |
+
"learning_rate": 1.3714285714285716e-05,
|
| 177 |
+
"loss": 0.0323,
|
| 178 |
+
"step": 240
|
| 179 |
+
},
|
| 180 |
+
{
|
| 181 |
+
"epoch": 0.45454545454545453,
|
| 182 |
+
"grad_norm": 0.7338578701019287,
|
| 183 |
+
"learning_rate": 1.4285714285714287e-05,
|
| 184 |
+
"loss": 0.0269,
|
| 185 |
+
"step": 250
|
| 186 |
+
},
|
| 187 |
+
{
|
| 188 |
+
"epoch": 0.4727272727272727,
|
| 189 |
+
"grad_norm": 1.0748590230941772,
|
| 190 |
+
"learning_rate": 1.4857142857142858e-05,
|
| 191 |
+
"loss": 0.0275,
|
| 192 |
+
"step": 260
|
| 193 |
+
},
|
| 194 |
+
{
|
| 195 |
+
"epoch": 0.4909090909090909,
|
| 196 |
+
"grad_norm": 1.0615975856781006,
|
| 197 |
+
"learning_rate": 1.542857142857143e-05,
|
| 198 |
+
"loss": 0.0214,
|
| 199 |
+
"step": 270
|
| 200 |
+
},
|
| 201 |
+
{
|
| 202 |
+
"epoch": 0.509090909090909,
|
| 203 |
+
"grad_norm": 0.8980767130851746,
|
| 204 |
+
"learning_rate": 1.6000000000000003e-05,
|
| 205 |
+
"loss": 0.0224,
|
| 206 |
+
"step": 280
|
| 207 |
+
},
|
| 208 |
+
{
|
| 209 |
+
"epoch": 0.5272727272727272,
|
| 210 |
+
"grad_norm": 0.8434118628501892,
|
| 211 |
+
"learning_rate": 1.6571428571428574e-05,
|
| 212 |
+
"loss": 0.0271,
|
| 213 |
+
"step": 290
|
| 214 |
+
},
|
| 215 |
+
{
|
| 216 |
+
"epoch": 0.5454545454545454,
|
| 217 |
+
"grad_norm": 0.7067236304283142,
|
| 218 |
+
"learning_rate": 1.7142857142857142e-05,
|
| 219 |
+
"loss": 0.0225,
|
| 220 |
+
"step": 300
|
| 221 |
+
},
|
| 222 |
+
{
|
| 223 |
+
"epoch": 0.5454545454545454,
|
| 224 |
+
"eval_f1": 0.886688162137264,
|
| 225 |
+
"eval_f2": 0.9429803076320172,
|
| 226 |
+
"eval_loss": 0.01607716828584671,
|
| 227 |
+
"eval_precision": 0.8064516129032258,
|
| 228 |
+
"eval_recall": 0.9846547314578005,
|
| 229 |
+
"eval_runtime": 10.5831,
|
| 230 |
+
"eval_samples_per_second": 738.914,
|
| 231 |
+
"eval_steps_per_second": 11.622,
|
| 232 |
+
"step": 300
|
| 233 |
+
},
|
| 234 |
+
{
|
| 235 |
+
"epoch": 0.5636363636363636,
|
| 236 |
+
"grad_norm": 1.111824631690979,
|
| 237 |
+
"learning_rate": 1.7714285714285717e-05,
|
| 238 |
+
"loss": 0.0186,
|
| 239 |
+
"step": 310
|
| 240 |
+
},
|
| 241 |
+
{
|
| 242 |
+
"epoch": 0.5818181818181818,
|
| 243 |
+
"grad_norm": 1.0324747562408447,
|
| 244 |
+
"learning_rate": 1.8285714285714288e-05,
|
| 245 |
+
"loss": 0.0218,
|
| 246 |
+
"step": 320
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"epoch": 0.6,
|
| 250 |
+
"grad_norm": 1.2407127618789673,
|
| 251 |
+
"learning_rate": 1.885714285714286e-05,
|
| 252 |
+
"loss": 0.0223,
|
| 253 |
+
"step": 330
|
| 254 |
+
},
|
| 255 |
+
{
|
| 256 |
+
"epoch": 0.6181818181818182,
|
| 257 |
+
"grad_norm": 0.6641681790351868,
|
| 258 |
+
"learning_rate": 1.942857142857143e-05,
|
| 259 |
+
"loss": 0.022,
|
| 260 |
+
"step": 340
|
| 261 |
+
},
|
| 262 |
+
{
|
| 263 |
+
"epoch": 0.6363636363636364,
|
| 264 |
+
"grad_norm": 0.8924217224121094,
|
| 265 |
+
"learning_rate": 2e-05,
|
| 266 |
+
"loss": 0.0178,
|
| 267 |
+
"step": 350
|
| 268 |
+
},
|
| 269 |
+
{
|
| 270 |
+
"epoch": 0.6545454545454545,
|
| 271 |
+
"grad_norm": 0.49054834246635437,
|
| 272 |
+
"learning_rate": 1.991666666666667e-05,
|
| 273 |
+
"loss": 0.0139,
|
| 274 |
+
"step": 360
|
| 275 |
+
},
|
| 276 |
+
{
|
| 277 |
+
"epoch": 0.6727272727272727,
|
| 278 |
+
"grad_norm": 1.4703093767166138,
|
| 279 |
+
"learning_rate": 1.9833333333333335e-05,
|
| 280 |
+
"loss": 0.0211,
|
| 281 |
+
"step": 370
|
| 282 |
+
},
|
| 283 |
+
{
|
| 284 |
+
"epoch": 0.6909090909090909,
|
| 285 |
+
"grad_norm": 2.7741594314575195,
|
| 286 |
+
"learning_rate": 1.9750000000000002e-05,
|
| 287 |
+
"loss": 0.0122,
|
| 288 |
+
"step": 380
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"epoch": 0.7090909090909091,
|
| 292 |
+
"grad_norm": 1.8091500997543335,
|
| 293 |
+
"learning_rate": 1.9666666666666666e-05,
|
| 294 |
+
"loss": 0.0191,
|
| 295 |
+
"step": 390
|
| 296 |
+
},
|
| 297 |
+
{
|
| 298 |
+
"epoch": 0.7272727272727273,
|
| 299 |
+
"grad_norm": 3.808887243270874,
|
| 300 |
+
"learning_rate": 1.9583333333333333e-05,
|
| 301 |
+
"loss": 0.0168,
|
| 302 |
+
"step": 400
|
| 303 |
+
},
|
| 304 |
+
{
|
| 305 |
+
"epoch": 0.7454545454545455,
|
| 306 |
+
"grad_norm": 0.5149283409118652,
|
| 307 |
+
"learning_rate": 1.95e-05,
|
| 308 |
+
"loss": 0.0145,
|
| 309 |
+
"step": 410
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"epoch": 0.7636363636363637,
|
| 313 |
+
"grad_norm": 0.45617809891700745,
|
| 314 |
+
"learning_rate": 1.9416666666666667e-05,
|
| 315 |
+
"loss": 0.0088,
|
| 316 |
+
"step": 420
|
| 317 |
+
},
|
| 318 |
+
{
|
| 319 |
+
"epoch": 0.7818181818181819,
|
| 320 |
+
"grad_norm": 1.402259111404419,
|
| 321 |
+
"learning_rate": 1.9333333333333333e-05,
|
| 322 |
+
"loss": 0.0126,
|
| 323 |
+
"step": 430
|
| 324 |
+
},
|
| 325 |
+
{
|
| 326 |
+
"epoch": 0.8,
|
| 327 |
+
"grad_norm": 1.5392917394638062,
|
| 328 |
+
"learning_rate": 1.925e-05,
|
| 329 |
+
"loss": 0.0138,
|
| 330 |
+
"step": 440
|
| 331 |
+
},
|
| 332 |
+
{
|
| 333 |
+
"epoch": 0.8181818181818182,
|
| 334 |
+
"grad_norm": 2.108272075653076,
|
| 335 |
+
"learning_rate": 1.916666666666667e-05,
|
| 336 |
+
"loss": 0.0165,
|
| 337 |
+
"step": 450
|
| 338 |
+
},
|
| 339 |
+
{
|
| 340 |
+
"epoch": 0.8363636363636363,
|
| 341 |
+
"grad_norm": 0.6225730776786804,
|
| 342 |
+
"learning_rate": 1.9083333333333338e-05,
|
| 343 |
+
"loss": 0.012,
|
| 344 |
+
"step": 460
|
| 345 |
+
},
|
| 346 |
+
{
|
| 347 |
+
"epoch": 0.8545454545454545,
|
| 348 |
+
"grad_norm": 1.8889803886413574,
|
| 349 |
+
"learning_rate": 1.9e-05,
|
| 350 |
+
"loss": 0.0097,
|
| 351 |
+
"step": 470
|
| 352 |
+
},
|
| 353 |
+
{
|
| 354 |
+
"epoch": 0.8727272727272727,
|
| 355 |
+
"grad_norm": 0.1781783550977707,
|
| 356 |
+
"learning_rate": 1.8916666666666668e-05,
|
| 357 |
+
"loss": 0.012,
|
| 358 |
+
"step": 480
|
| 359 |
+
},
|
| 360 |
+
{
|
| 361 |
+
"epoch": 0.8909090909090909,
|
| 362 |
+
"grad_norm": 0.7276476621627808,
|
| 363 |
+
"learning_rate": 1.8833333333333335e-05,
|
| 364 |
+
"loss": 0.0151,
|
| 365 |
+
"step": 490
|
| 366 |
+
},
|
| 367 |
+
{
|
| 368 |
+
"epoch": 0.9090909090909091,
|
| 369 |
+
"grad_norm": 1.302780032157898,
|
| 370 |
+
"learning_rate": 1.8750000000000002e-05,
|
| 371 |
+
"loss": 0.0124,
|
| 372 |
+
"step": 500
|
| 373 |
+
},
|
| 374 |
+
{
|
| 375 |
+
"epoch": 0.9272727272727272,
|
| 376 |
+
"grad_norm": 0.8764067888259888,
|
| 377 |
+
"learning_rate": 1.866666666666667e-05,
|
| 378 |
+
"loss": 0.0127,
|
| 379 |
+
"step": 510
|
| 380 |
+
},
|
| 381 |
+
{
|
| 382 |
+
"epoch": 0.9454545454545454,
|
| 383 |
+
"grad_norm": 0.3675801157951355,
|
| 384 |
+
"learning_rate": 1.8583333333333336e-05,
|
| 385 |
+
"loss": 0.011,
|
| 386 |
+
"step": 520
|
| 387 |
+
},
|
| 388 |
+
{
|
| 389 |
+
"epoch": 0.9636363636363636,
|
| 390 |
+
"grad_norm": 0.413601279258728,
|
| 391 |
+
"learning_rate": 1.8500000000000002e-05,
|
| 392 |
+
"loss": 0.0119,
|
| 393 |
+
"step": 530
|
| 394 |
+
},
|
| 395 |
+
{
|
| 396 |
+
"epoch": 0.9818181818181818,
|
| 397 |
+
"grad_norm": 0.3606299161911011,
|
| 398 |
+
"learning_rate": 1.8416666666666666e-05,
|
| 399 |
+
"loss": 0.0096,
|
| 400 |
+
"step": 540
|
| 401 |
+
},
|
| 402 |
+
{
|
| 403 |
+
"epoch": 1.0,
|
| 404 |
+
"grad_norm": 0.6626041531562805,
|
| 405 |
+
"learning_rate": 1.8333333333333333e-05,
|
| 406 |
+
"loss": 0.0091,
|
| 407 |
+
"step": 550
|
| 408 |
+
},
|
| 409 |
+
{
|
| 410 |
+
"epoch": 1.018181818181818,
|
| 411 |
+
"grad_norm": 0.34816664457321167,
|
| 412 |
+
"learning_rate": 1.825e-05,
|
| 413 |
+
"loss": 0.0064,
|
| 414 |
+
"step": 560
|
| 415 |
+
},
|
| 416 |
+
{
|
| 417 |
+
"epoch": 1.0363636363636364,
|
| 418 |
+
"grad_norm": 0.7120109796524048,
|
| 419 |
+
"learning_rate": 1.8166666666666667e-05,
|
| 420 |
+
"loss": 0.007,
|
| 421 |
+
"step": 570
|
| 422 |
+
},
|
| 423 |
+
{
|
| 424 |
+
"epoch": 1.0545454545454545,
|
| 425 |
+
"grad_norm": 0.34991776943206787,
|
| 426 |
+
"learning_rate": 1.8083333333333334e-05,
|
| 427 |
+
"loss": 0.0156,
|
| 428 |
+
"step": 580
|
| 429 |
+
},
|
| 430 |
+
{
|
| 431 |
+
"epoch": 1.0727272727272728,
|
| 432 |
+
"grad_norm": 0.4325370788574219,
|
| 433 |
+
"learning_rate": 1.8e-05,
|
| 434 |
+
"loss": 0.0116,
|
| 435 |
+
"step": 590
|
| 436 |
+
},
|
| 437 |
+
{
|
| 438 |
+
"epoch": 1.0909090909090908,
|
| 439 |
+
"grad_norm": 1.3302485942840576,
|
| 440 |
+
"learning_rate": 1.7916666666666667e-05,
|
| 441 |
+
"loss": 0.007,
|
| 442 |
+
"step": 600
|
| 443 |
+
},
|
| 444 |
+
{
|
| 445 |
+
"epoch": 1.0909090909090908,
|
| 446 |
+
"eval_f1": 0.9619118745332338,
|
| 447 |
+
"eval_f2": 0.9775349119611415,
|
| 448 |
+
"eval_loss": 0.009453566744923592,
|
| 449 |
+
"eval_precision": 0.9369544131910766,
|
| 450 |
+
"eval_recall": 0.9882352941176471,
|
| 451 |
+
"eval_runtime": 10.7346,
|
| 452 |
+
"eval_samples_per_second": 728.488,
|
| 453 |
+
"eval_steps_per_second": 11.458,
|
| 454 |
+
"step": 600
|
| 455 |
+
},
|
| 456 |
+
{
|
| 457 |
+
"epoch": 1.1090909090909091,
|
| 458 |
+
"grad_norm": 0.5350901484489441,
|
| 459 |
+
"learning_rate": 1.7833333333333334e-05,
|
| 460 |
+
"loss": 0.0038,
|
| 461 |
+
"step": 610
|
| 462 |
+
},
|
| 463 |
+
{
|
| 464 |
+
"epoch": 1.1272727272727272,
|
| 465 |
+
"grad_norm": 0.19123613834381104,
|
| 466 |
+
"learning_rate": 1.775e-05,
|
| 467 |
+
"loss": 0.0075,
|
| 468 |
+
"step": 620
|
| 469 |
+
},
|
| 470 |
+
{
|
| 471 |
+
"epoch": 1.1454545454545455,
|
| 472 |
+
"grad_norm": 0.2627851963043213,
|
| 473 |
+
"learning_rate": 1.7666666666666668e-05,
|
| 474 |
+
"loss": 0.0069,
|
| 475 |
+
"step": 630
|
| 476 |
+
},
|
| 477 |
+
{
|
| 478 |
+
"epoch": 1.1636363636363636,
|
| 479 |
+
"grad_norm": 0.49250972270965576,
|
| 480 |
+
"learning_rate": 1.7583333333333335e-05,
|
| 481 |
+
"loss": 0.009,
|
| 482 |
+
"step": 640
|
| 483 |
+
},
|
| 484 |
+
{
|
| 485 |
+
"epoch": 1.1818181818181819,
|
| 486 |
+
"grad_norm": 1.2556400299072266,
|
| 487 |
+
"learning_rate": 1.7500000000000002e-05,
|
| 488 |
+
"loss": 0.0106,
|
| 489 |
+
"step": 650
|
| 490 |
+
},
|
| 491 |
+
{
|
| 492 |
+
"epoch": 1.2,
|
| 493 |
+
"grad_norm": 0.23302438855171204,
|
| 494 |
+
"learning_rate": 1.741666666666667e-05,
|
| 495 |
+
"loss": 0.006,
|
| 496 |
+
"step": 660
|
| 497 |
+
},
|
| 498 |
+
{
|
| 499 |
+
"epoch": 1.2181818181818183,
|
| 500 |
+
"grad_norm": 0.22926795482635498,
|
| 501 |
+
"learning_rate": 1.7333333333333336e-05,
|
| 502 |
+
"loss": 0.0053,
|
| 503 |
+
"step": 670
|
| 504 |
+
},
|
| 505 |
+
{
|
| 506 |
+
"epoch": 1.2363636363636363,
|
| 507 |
+
"grad_norm": 0.41634848713874817,
|
| 508 |
+
"learning_rate": 1.7250000000000003e-05,
|
| 509 |
+
"loss": 0.0096,
|
| 510 |
+
"step": 680
|
| 511 |
+
},
|
| 512 |
+
{
|
| 513 |
+
"epoch": 1.2545454545454544,
|
| 514 |
+
"grad_norm": 0.7806673049926758,
|
| 515 |
+
"learning_rate": 1.7166666666666666e-05,
|
| 516 |
+
"loss": 0.0077,
|
| 517 |
+
"step": 690
|
| 518 |
+
},
|
| 519 |
+
{
|
| 520 |
+
"epoch": 1.2727272727272727,
|
| 521 |
+
"grad_norm": 0.6627803444862366,
|
| 522 |
+
"learning_rate": 1.7083333333333333e-05,
|
| 523 |
+
"loss": 0.008,
|
| 524 |
+
"step": 700
|
| 525 |
+
},
|
| 526 |
+
{
|
| 527 |
+
"epoch": 1.290909090909091,
|
| 528 |
+
"grad_norm": 0.33546727895736694,
|
| 529 |
+
"learning_rate": 1.7e-05,
|
| 530 |
+
"loss": 0.0074,
|
| 531 |
+
"step": 710
|
| 532 |
+
},
|
| 533 |
+
{
|
| 534 |
+
"epoch": 1.309090909090909,
|
| 535 |
+
"grad_norm": 1.327726125717163,
|
| 536 |
+
"learning_rate": 1.6916666666666667e-05,
|
| 537 |
+
"loss": 0.0044,
|
| 538 |
+
"step": 720
|
| 539 |
+
},
|
| 540 |
+
{
|
| 541 |
+
"epoch": 1.3272727272727272,
|
| 542 |
+
"grad_norm": 0.4449763894081116,
|
| 543 |
+
"learning_rate": 1.6833333333333334e-05,
|
| 544 |
+
"loss": 0.0046,
|
| 545 |
+
"step": 730
|
| 546 |
+
},
|
| 547 |
+
{
|
| 548 |
+
"epoch": 1.3454545454545455,
|
| 549 |
+
"grad_norm": 0.2766354978084564,
|
| 550 |
+
"learning_rate": 1.675e-05,
|
| 551 |
+
"loss": 0.0034,
|
| 552 |
+
"step": 740
|
| 553 |
+
},
|
| 554 |
+
{
|
| 555 |
+
"epoch": 1.3636363636363638,
|
| 556 |
+
"grad_norm": 0.830558180809021,
|
| 557 |
+
"learning_rate": 1.6666666666666667e-05,
|
| 558 |
+
"loss": 0.0074,
|
| 559 |
+
"step": 750
|
| 560 |
+
},
|
| 561 |
+
{
|
| 562 |
+
"epoch": 1.3818181818181818,
|
| 563 |
+
"grad_norm": 1.0488086938858032,
|
| 564 |
+
"learning_rate": 1.659166666666667e-05,
|
| 565 |
+
"loss": 0.0065,
|
| 566 |
+
"step": 760
|
| 567 |
+
},
|
| 568 |
+
{
|
| 569 |
+
"epoch": 1.4,
|
| 570 |
+
"grad_norm": 0.5093031525611877,
|
| 571 |
+
"learning_rate": 1.6508333333333336e-05,
|
| 572 |
+
"loss": 0.0053,
|
| 573 |
+
"step": 770
|
| 574 |
+
},
|
| 575 |
+
{
|
| 576 |
+
"epoch": 1.4181818181818182,
|
| 577 |
+
"grad_norm": 0.3070843517780304,
|
| 578 |
+
"learning_rate": 1.6425000000000003e-05,
|
| 579 |
+
"loss": 0.0045,
|
| 580 |
+
"step": 780
|
| 581 |
+
},
|
| 582 |
+
{
|
| 583 |
+
"epoch": 1.4363636363636363,
|
| 584 |
+
"grad_norm": 1.093131422996521,
|
| 585 |
+
"learning_rate": 1.634166666666667e-05,
|
| 586 |
+
"loss": 0.0058,
|
| 587 |
+
"step": 790
|
| 588 |
+
},
|
| 589 |
+
{
|
| 590 |
+
"epoch": 1.4545454545454546,
|
| 591 |
+
"grad_norm": 2.2531373500823975,
|
| 592 |
+
"learning_rate": 1.6258333333333333e-05,
|
| 593 |
+
"loss": 0.0065,
|
| 594 |
+
"step": 800
|
| 595 |
+
},
|
| 596 |
+
{
|
| 597 |
+
"epoch": 1.4727272727272727,
|
| 598 |
+
"grad_norm": 0.27250564098358154,
|
| 599 |
+
"learning_rate": 1.6175e-05,
|
| 600 |
+
"loss": 0.005,
|
| 601 |
+
"step": 810
|
| 602 |
+
},
|
| 603 |
+
{
|
| 604 |
+
"epoch": 1.490909090909091,
|
| 605 |
+
"grad_norm": 2.3462181091308594,
|
| 606 |
+
"learning_rate": 1.6091666666666667e-05,
|
| 607 |
+
"loss": 0.0077,
|
| 608 |
+
"step": 820
|
| 609 |
+
},
|
| 610 |
+
{
|
| 611 |
+
"epoch": 1.509090909090909,
|
| 612 |
+
"grad_norm": 0.5783445835113525,
|
| 613 |
+
"learning_rate": 1.6008333333333334e-05,
|
| 614 |
+
"loss": 0.0065,
|
| 615 |
+
"step": 830
|
| 616 |
+
},
|
| 617 |
+
{
|
| 618 |
+
"epoch": 1.5272727272727273,
|
| 619 |
+
"grad_norm": 2.6000328063964844,
|
| 620 |
+
"learning_rate": 1.5925e-05,
|
| 621 |
+
"loss": 0.0073,
|
| 622 |
+
"step": 840
|
| 623 |
+
},
|
| 624 |
+
{
|
| 625 |
+
"epoch": 1.5454545454545454,
|
| 626 |
+
"grad_norm": 0.27279505133628845,
|
| 627 |
+
"learning_rate": 1.5841666666666668e-05,
|
| 628 |
+
"loss": 0.0054,
|
| 629 |
+
"step": 850
|
| 630 |
+
},
|
| 631 |
+
{
|
| 632 |
+
"epoch": 1.5636363636363635,
|
| 633 |
+
"grad_norm": 0.5557974576950073,
|
| 634 |
+
"learning_rate": 1.5758333333333335e-05,
|
| 635 |
+
"loss": 0.0054,
|
| 636 |
+
"step": 860
|
| 637 |
+
},
|
| 638 |
+
{
|
| 639 |
+
"epoch": 1.5818181818181818,
|
| 640 |
+
"grad_norm": 0.4363366365432739,
|
| 641 |
+
"learning_rate": 1.5675e-05,
|
| 642 |
+
"loss": 0.0064,
|
| 643 |
+
"step": 870
|
| 644 |
+
},
|
| 645 |
+
{
|
| 646 |
+
"epoch": 1.6,
|
| 647 |
+
"grad_norm": 0.055520545691251755,
|
| 648 |
+
"learning_rate": 1.559166666666667e-05,
|
| 649 |
+
"loss": 0.0036,
|
| 650 |
+
"step": 880
|
| 651 |
+
},
|
| 652 |
+
{
|
| 653 |
+
"epoch": 1.6181818181818182,
|
| 654 |
+
"grad_norm": 0.31246721744537354,
|
| 655 |
+
"learning_rate": 1.5508333333333335e-05,
|
| 656 |
+
"loss": 0.0035,
|
| 657 |
+
"step": 890
|
| 658 |
+
},
|
| 659 |
+
{
|
| 660 |
+
"epoch": 1.6363636363636362,
|
| 661 |
+
"grad_norm": 0.3083712160587311,
|
| 662 |
+
"learning_rate": 1.5425000000000002e-05,
|
| 663 |
+
"loss": 0.0043,
|
| 664 |
+
"step": 900
|
| 665 |
+
},
|
| 666 |
+
{
|
| 667 |
+
"epoch": 1.6363636363636362,
|
| 668 |
+
"eval_f1": 0.9619188921859545,
|
| 669 |
+
"eval_f2": 0.9814310223029569,
|
| 670 |
+
"eval_loss": 0.007550612557679415,
|
| 671 |
+
"eval_precision": 0.9310674964097654,
|
| 672 |
+
"eval_recall": 0.9948849104859335,
|
| 673 |
+
"eval_runtime": 11.1497,
|
| 674 |
+
"eval_samples_per_second": 701.366,
|
| 675 |
+
"eval_steps_per_second": 11.032,
|
| 676 |
+
"step": 900
|
| 677 |
+
},
|
| 678 |
+
{
|
| 679 |
+
"epoch": 1.6545454545454545,
|
| 680 |
+
"grad_norm": 1.0350213050842285,
|
| 681 |
+
"learning_rate": 1.534166666666667e-05,
|
| 682 |
+
"loss": 0.0062,
|
| 683 |
+
"step": 910
|
| 684 |
+
},
|
| 685 |
+
{
|
| 686 |
+
"epoch": 1.6727272727272728,
|
| 687 |
+
"grad_norm": 1.7585707902908325,
|
| 688 |
+
"learning_rate": 1.5258333333333334e-05,
|
| 689 |
+
"loss": 0.006,
|
| 690 |
+
"step": 920
|
| 691 |
+
},
|
| 692 |
+
{
|
| 693 |
+
"epoch": 1.690909090909091,
|
| 694 |
+
"grad_norm": 0.35897427797317505,
|
| 695 |
+
"learning_rate": 1.5175000000000001e-05,
|
| 696 |
+
"loss": 0.0041,
|
| 697 |
+
"step": 930
|
| 698 |
+
},
|
| 699 |
+
{
|
| 700 |
+
"epoch": 1.709090909090909,
|
| 701 |
+
"grad_norm": 0.2970544993877411,
|
| 702 |
+
"learning_rate": 1.5091666666666668e-05,
|
| 703 |
+
"loss": 0.0058,
|
| 704 |
+
"step": 940
|
| 705 |
+
},
|
| 706 |
+
{
|
| 707 |
+
"epoch": 1.7272727272727273,
|
| 708 |
+
"grad_norm": 0.10311456769704819,
|
| 709 |
+
"learning_rate": 1.5008333333333333e-05,
|
| 710 |
+
"loss": 0.0057,
|
| 711 |
+
"step": 950
|
| 712 |
+
},
|
| 713 |
+
{
|
| 714 |
+
"epoch": 1.7454545454545456,
|
| 715 |
+
"grad_norm": 1.624154806137085,
|
| 716 |
+
"learning_rate": 1.4925e-05,
|
| 717 |
+
"loss": 0.0088,
|
| 718 |
+
"step": 960
|
| 719 |
+
},
|
| 720 |
+
{
|
| 721 |
+
"epoch": 1.7636363636363637,
|
| 722 |
+
"grad_norm": 0.22448480129241943,
|
| 723 |
+
"learning_rate": 1.4841666666666667e-05,
|
| 724 |
+
"loss": 0.0038,
|
| 725 |
+
"step": 970
|
| 726 |
+
},
|
| 727 |
+
{
|
| 728 |
+
"epoch": 1.7818181818181817,
|
| 729 |
+
"grad_norm": 0.9474364519119263,
|
| 730 |
+
"learning_rate": 1.4758333333333334e-05,
|
| 731 |
+
"loss": 0.0044,
|
| 732 |
+
"step": 980
|
| 733 |
+
},
|
| 734 |
+
{
|
| 735 |
+
"epoch": 1.8,
|
| 736 |
+
"grad_norm": 0.05209196358919144,
|
| 737 |
+
"learning_rate": 1.4675000000000001e-05,
|
| 738 |
+
"loss": 0.0064,
|
| 739 |
+
"step": 990
|
| 740 |
+
},
|
| 741 |
+
{
|
| 742 |
+
"epoch": 1.8181818181818183,
|
| 743 |
+
"grad_norm": 0.3231663405895233,
|
| 744 |
+
"learning_rate": 1.4591666666666668e-05,
|
| 745 |
+
"loss": 0.005,
|
| 746 |
+
"step": 1000
|
| 747 |
+
},
|
| 748 |
+
{
|
| 749 |
+
"epoch": 1.8363636363636364,
|
| 750 |
+
"grad_norm": 0.4507773220539093,
|
| 751 |
+
"learning_rate": 1.4508333333333335e-05,
|
| 752 |
+
"loss": 0.0047,
|
| 753 |
+
"step": 1010
|
| 754 |
+
},
|
| 755 |
+
{
|
| 756 |
+
"epoch": 1.8545454545454545,
|
| 757 |
+
"grad_norm": 0.28643473982810974,
|
| 758 |
+
"learning_rate": 1.4425e-05,
|
| 759 |
+
"loss": 0.006,
|
| 760 |
+
"step": 1020
|
| 761 |
+
},
|
| 762 |
+
{
|
| 763 |
+
"epoch": 1.8727272727272726,
|
| 764 |
+
"grad_norm": 0.30528539419174194,
|
| 765 |
+
"learning_rate": 1.4341666666666667e-05,
|
| 766 |
+
"loss": 0.0035,
|
| 767 |
+
"step": 1030
|
| 768 |
+
},
|
| 769 |
+
{
|
| 770 |
+
"epoch": 1.8909090909090909,
|
| 771 |
+
"grad_norm": 0.7955114245414734,
|
| 772 |
+
"learning_rate": 1.4258333333333334e-05,
|
| 773 |
+
"loss": 0.0049,
|
| 774 |
+
"step": 1040
|
| 775 |
+
},
|
| 776 |
+
{
|
| 777 |
+
"epoch": 1.9090909090909092,
|
| 778 |
+
"grad_norm": 0.6773081421852112,
|
| 779 |
+
"learning_rate": 1.4175e-05,
|
| 780 |
+
"loss": 0.0058,
|
| 781 |
+
"step": 1050
|
| 782 |
+
},
|
| 783 |
+
{
|
| 784 |
+
"epoch": 1.9272727272727272,
|
| 785 |
+
"grad_norm": 0.5149025917053223,
|
| 786 |
+
"learning_rate": 1.4091666666666668e-05,
|
| 787 |
+
"loss": 0.0036,
|
| 788 |
+
"step": 1060
|
| 789 |
+
},
|
| 790 |
+
{
|
| 791 |
+
"epoch": 1.9454545454545453,
|
| 792 |
+
"grad_norm": 0.5025485754013062,
|
| 793 |
+
"learning_rate": 1.4008333333333334e-05,
|
| 794 |
+
"loss": 0.0073,
|
| 795 |
+
"step": 1070
|
| 796 |
+
},
|
| 797 |
+
{
|
| 798 |
+
"epoch": 1.9636363636363636,
|
| 799 |
+
"grad_norm": 0.6183115839958191,
|
| 800 |
+
"learning_rate": 1.3925000000000001e-05,
|
| 801 |
+
"loss": 0.0038,
|
| 802 |
+
"step": 1080
|
| 803 |
+
},
|
| 804 |
+
{
|
| 805 |
+
"epoch": 1.981818181818182,
|
| 806 |
+
"grad_norm": 0.33286458253860474,
|
| 807 |
+
"learning_rate": 1.3841666666666668e-05,
|
| 808 |
+
"loss": 0.0047,
|
| 809 |
+
"step": 1090
|
| 810 |
+
},
|
| 811 |
+
{
|
| 812 |
+
"epoch": 2.0,
|
| 813 |
+
"grad_norm": 0.766334056854248,
|
| 814 |
+
"learning_rate": 1.3758333333333333e-05,
|
| 815 |
+
"loss": 0.0083,
|
| 816 |
+
"step": 1100
|
| 817 |
+
},
|
| 818 |
+
{
|
| 819 |
+
"epoch": 2.018181818181818,
|
| 820 |
+
"grad_norm": 0.23794743418693542,
|
| 821 |
+
"learning_rate": 1.3675e-05,
|
| 822 |
+
"loss": 0.0027,
|
| 823 |
+
"step": 1110
|
| 824 |
+
},
|
| 825 |
+
{
|
| 826 |
+
"epoch": 2.036363636363636,
|
| 827 |
+
"grad_norm": 0.32537227869033813,
|
| 828 |
+
"learning_rate": 1.3591666666666667e-05,
|
| 829 |
+
"loss": 0.0019,
|
| 830 |
+
"step": 1120
|
| 831 |
+
},
|
| 832 |
+
{
|
| 833 |
+
"epoch": 2.0545454545454547,
|
| 834 |
+
"grad_norm": 0.3572939932346344,
|
| 835 |
+
"learning_rate": 1.3508333333333334e-05,
|
| 836 |
+
"loss": 0.0023,
|
| 837 |
+
"step": 1130
|
| 838 |
+
},
|
| 839 |
+
{
|
| 840 |
+
"epoch": 2.0727272727272728,
|
| 841 |
+
"grad_norm": 0.2717416286468506,
|
| 842 |
+
"learning_rate": 1.3425000000000001e-05,
|
| 843 |
+
"loss": 0.001,
|
| 844 |
+
"step": 1140
|
| 845 |
+
},
|
| 846 |
+
{
|
| 847 |
+
"epoch": 2.090909090909091,
|
| 848 |
+
"grad_norm": 0.20052389800548553,
|
| 849 |
+
"learning_rate": 1.3341666666666668e-05,
|
| 850 |
+
"loss": 0.0017,
|
| 851 |
+
"step": 1150
|
| 852 |
+
},
|
| 853 |
+
{
|
| 854 |
+
"epoch": 2.109090909090909,
|
| 855 |
+
"grad_norm": 0.1603120118379593,
|
| 856 |
+
"learning_rate": 1.3258333333333335e-05,
|
| 857 |
+
"loss": 0.0031,
|
| 858 |
+
"step": 1160
|
| 859 |
+
},
|
| 860 |
+
{
|
| 861 |
+
"epoch": 2.1272727272727274,
|
| 862 |
+
"grad_norm": 0.15461675822734833,
|
| 863 |
+
"learning_rate": 1.3175e-05,
|
| 864 |
+
"loss": 0.0021,
|
| 865 |
+
"step": 1170
|
| 866 |
+
},
|
| 867 |
+
{
|
| 868 |
+
"epoch": 2.1454545454545455,
|
| 869 |
+
"grad_norm": 0.7481666803359985,
|
| 870 |
+
"learning_rate": 1.3091666666666667e-05,
|
| 871 |
+
"loss": 0.0033,
|
| 872 |
+
"step": 1180
|
| 873 |
+
},
|
| 874 |
+
{
|
| 875 |
+
"epoch": 2.1636363636363636,
|
| 876 |
+
"grad_norm": 0.3837297558784485,
|
| 877 |
+
"learning_rate": 1.3008333333333334e-05,
|
| 878 |
+
"loss": 0.0018,
|
| 879 |
+
"step": 1190
|
| 880 |
+
},
|
| 881 |
+
{
|
| 882 |
+
"epoch": 2.1818181818181817,
|
| 883 |
+
"grad_norm": 0.09467964619398117,
|
| 884 |
+
"learning_rate": 1.2925e-05,
|
| 885 |
+
"loss": 0.0017,
|
| 886 |
+
"step": 1200
|
| 887 |
+
},
|
| 888 |
+
{
|
| 889 |
+
"epoch": 2.1818181818181817,
|
| 890 |
+
"eval_f1": 0.9751068644707066,
|
| 891 |
+
"eval_f2": 0.9850640113798008,
|
| 892 |
+
"eval_loss": 0.009348779916763306,
|
| 893 |
+
"eval_precision": 0.9589515331355094,
|
| 894 |
+
"eval_recall": 0.9918158567774936,
|
| 895 |
+
"eval_runtime": 10.6749,
|
| 896 |
+
"eval_samples_per_second": 732.56,
|
| 897 |
+
"eval_steps_per_second": 11.522,
|
| 898 |
+
"step": 1200
|
| 899 |
+
},
|
| 900 |
+
{
|
| 901 |
+
"epoch": 2.2,
|
| 902 |
+
"grad_norm": 0.2888661324977875,
|
| 903 |
+
"learning_rate": 1.2841666666666668e-05,
|
| 904 |
+
"loss": 0.0017,
|
| 905 |
+
"step": 1210
|
| 906 |
+
},
|
| 907 |
+
{
|
| 908 |
+
"epoch": 2.2181818181818183,
|
| 909 |
+
"grad_norm": 1.4225064516067505,
|
| 910 |
+
"learning_rate": 1.2758333333333335e-05,
|
| 911 |
+
"loss": 0.0017,
|
| 912 |
+
"step": 1220
|
| 913 |
+
},
|
| 914 |
+
{
|
| 915 |
+
"epoch": 2.2363636363636363,
|
| 916 |
+
"grad_norm": 0.5475151538848877,
|
| 917 |
+
"learning_rate": 1.2675000000000001e-05,
|
| 918 |
+
"loss": 0.0022,
|
| 919 |
+
"step": 1230
|
| 920 |
+
},
|
| 921 |
+
{
|
| 922 |
+
"epoch": 2.2545454545454544,
|
| 923 |
+
"grad_norm": 0.2563498914241791,
|
| 924 |
+
"learning_rate": 1.2591666666666668e-05,
|
| 925 |
+
"loss": 0.0026,
|
| 926 |
+
"step": 1240
|
| 927 |
+
},
|
| 928 |
+
{
|
| 929 |
+
"epoch": 2.2727272727272725,
|
| 930 |
+
"grad_norm": 0.09335105866193771,
|
| 931 |
+
"learning_rate": 1.2508333333333334e-05,
|
| 932 |
+
"loss": 0.0013,
|
| 933 |
+
"step": 1250
|
| 934 |
+
},
|
| 935 |
+
{
|
| 936 |
+
"epoch": 2.290909090909091,
|
| 937 |
+
"grad_norm": 0.08890422433614731,
|
| 938 |
+
"learning_rate": 1.2425e-05,
|
| 939 |
+
"loss": 0.0015,
|
| 940 |
+
"step": 1260
|
| 941 |
+
},
|
| 942 |
+
{
|
| 943 |
+
"epoch": 2.309090909090909,
|
| 944 |
+
"grad_norm": 0.0670776441693306,
|
| 945 |
+
"learning_rate": 1.2341666666666667e-05,
|
| 946 |
+
"loss": 0.0015,
|
| 947 |
+
"step": 1270
|
| 948 |
+
},
|
| 949 |
+
{
|
| 950 |
+
"epoch": 2.327272727272727,
|
| 951 |
+
"grad_norm": 0.09385448694229126,
|
| 952 |
+
"learning_rate": 1.2258333333333334e-05,
|
| 953 |
+
"loss": 0.0022,
|
| 954 |
+
"step": 1280
|
| 955 |
+
},
|
| 956 |
+
{
|
| 957 |
+
"epoch": 2.3454545454545457,
|
| 958 |
+
"grad_norm": 0.31550052762031555,
|
| 959 |
+
"learning_rate": 1.2175000000000001e-05,
|
| 960 |
+
"loss": 0.0082,
|
| 961 |
+
"step": 1290
|
| 962 |
+
},
|
| 963 |
+
{
|
| 964 |
+
"epoch": 2.3636363636363638,
|
| 965 |
+
"grad_norm": 0.14805318415164948,
|
| 966 |
+
"learning_rate": 1.2091666666666668e-05,
|
| 967 |
+
"loss": 0.003,
|
| 968 |
+
"step": 1300
|
| 969 |
+
},
|
| 970 |
+
{
|
| 971 |
+
"epoch": 2.381818181818182,
|
| 972 |
+
"grad_norm": 0.5259885787963867,
|
| 973 |
+
"learning_rate": 1.2008333333333335e-05,
|
| 974 |
+
"loss": 0.0038,
|
| 975 |
+
"step": 1310
|
| 976 |
+
},
|
| 977 |
+
{
|
| 978 |
+
"epoch": 2.4,
|
| 979 |
+
"grad_norm": 0.37176281213760376,
|
| 980 |
+
"learning_rate": 1.1925e-05,
|
| 981 |
+
"loss": 0.0017,
|
| 982 |
+
"step": 1320
|
| 983 |
+
},
|
| 984 |
+
{
|
| 985 |
+
"epoch": 2.418181818181818,
|
| 986 |
+
"grad_norm": 0.33867013454437256,
|
| 987 |
+
"learning_rate": 1.1841666666666667e-05,
|
| 988 |
+
"loss": 0.0026,
|
| 989 |
+
"step": 1330
|
| 990 |
+
},
|
| 991 |
+
{
|
| 992 |
+
"epoch": 2.4363636363636365,
|
| 993 |
+
"grad_norm": 0.04352513328194618,
|
| 994 |
+
"learning_rate": 1.1758333333333334e-05,
|
| 995 |
+
"loss": 0.002,
|
| 996 |
+
"step": 1340
|
| 997 |
+
},
|
| 998 |
+
{
|
| 999 |
+
"epoch": 2.4545454545454546,
|
| 1000 |
+
"grad_norm": 0.35843801498413086,
|
| 1001 |
+
"learning_rate": 1.1675000000000001e-05,
|
| 1002 |
+
"loss": 0.0028,
|
| 1003 |
+
"step": 1350
|
| 1004 |
+
},
|
| 1005 |
+
{
|
| 1006 |
+
"epoch": 2.4727272727272727,
|
| 1007 |
+
"grad_norm": 0.5411182045936584,
|
| 1008 |
+
"learning_rate": 1.1591666666666668e-05,
|
| 1009 |
+
"loss": 0.0019,
|
| 1010 |
+
"step": 1360
|
| 1011 |
+
},
|
| 1012 |
+
{
|
| 1013 |
+
"epoch": 2.4909090909090907,
|
| 1014 |
+
"grad_norm": 0.08427491784095764,
|
| 1015 |
+
"learning_rate": 1.1508333333333335e-05,
|
| 1016 |
+
"loss": 0.0017,
|
| 1017 |
+
"step": 1370
|
| 1018 |
+
},
|
| 1019 |
+
{
|
| 1020 |
+
"epoch": 2.509090909090909,
|
| 1021 |
+
"grad_norm": 0.27736711502075195,
|
| 1022 |
+
"learning_rate": 1.1425000000000002e-05,
|
| 1023 |
+
"loss": 0.0023,
|
| 1024 |
+
"step": 1380
|
| 1025 |
+
},
|
| 1026 |
+
{
|
| 1027 |
+
"epoch": 2.5272727272727273,
|
| 1028 |
+
"grad_norm": 0.06100330501794815,
|
| 1029 |
+
"learning_rate": 1.1341666666666668e-05,
|
| 1030 |
+
"loss": 0.0017,
|
| 1031 |
+
"step": 1390
|
| 1032 |
+
},
|
| 1033 |
+
{
|
| 1034 |
+
"epoch": 2.5454545454545454,
|
| 1035 |
+
"grad_norm": 0.07736339420080185,
|
| 1036 |
+
"learning_rate": 1.1258333333333334e-05,
|
| 1037 |
+
"loss": 0.0038,
|
| 1038 |
+
"step": 1400
|
| 1039 |
+
},
|
| 1040 |
+
{
|
| 1041 |
+
"epoch": 2.5636363636363635,
|
| 1042 |
+
"grad_norm": 0.15126390755176544,
|
| 1043 |
+
"learning_rate": 1.1175e-05,
|
| 1044 |
+
"loss": 0.0009,
|
| 1045 |
+
"step": 1410
|
| 1046 |
+
},
|
| 1047 |
+
{
|
| 1048 |
+
"epoch": 2.581818181818182,
|
| 1049 |
+
"grad_norm": 0.0258785467594862,
|
| 1050 |
+
"learning_rate": 1.1091666666666667e-05,
|
| 1051 |
+
"loss": 0.001,
|
| 1052 |
+
"step": 1420
|
| 1053 |
+
},
|
| 1054 |
+
{
|
| 1055 |
+
"epoch": 2.6,
|
| 1056 |
+
"grad_norm": 0.8827760815620422,
|
| 1057 |
+
"learning_rate": 1.1008333333333334e-05,
|
| 1058 |
+
"loss": 0.003,
|
| 1059 |
+
"step": 1430
|
| 1060 |
+
},
|
| 1061 |
+
{
|
| 1062 |
+
"epoch": 2.618181818181818,
|
| 1063 |
+
"grad_norm": 0.14176161587238312,
|
| 1064 |
+
"learning_rate": 1.0925000000000001e-05,
|
| 1065 |
+
"loss": 0.0023,
|
| 1066 |
+
"step": 1440
|
| 1067 |
+
},
|
| 1068 |
+
{
|
| 1069 |
+
"epoch": 2.6363636363636362,
|
| 1070 |
+
"grad_norm": 0.17485152184963226,
|
| 1071 |
+
"learning_rate": 1.0841666666666668e-05,
|
| 1072 |
+
"loss": 0.0023,
|
| 1073 |
+
"step": 1450
|
| 1074 |
+
},
|
| 1075 |
+
{
|
| 1076 |
+
"epoch": 2.6545454545454543,
|
| 1077 |
+
"grad_norm": 0.1624346673488617,
|
| 1078 |
+
"learning_rate": 1.0758333333333335e-05,
|
| 1079 |
+
"loss": 0.0016,
|
| 1080 |
+
"step": 1460
|
| 1081 |
+
},
|
| 1082 |
+
{
|
| 1083 |
+
"epoch": 2.672727272727273,
|
| 1084 |
+
"grad_norm": 0.32750600576400757,
|
| 1085 |
+
"learning_rate": 1.0675e-05,
|
| 1086 |
+
"loss": 0.0018,
|
| 1087 |
+
"step": 1470
|
| 1088 |
+
},
|
| 1089 |
+
{
|
| 1090 |
+
"epoch": 2.690909090909091,
|
| 1091 |
+
"grad_norm": 0.3369393050670624,
|
| 1092 |
+
"learning_rate": 1.0591666666666667e-05,
|
| 1093 |
+
"loss": 0.0047,
|
| 1094 |
+
"step": 1480
|
| 1095 |
+
},
|
| 1096 |
+
{
|
| 1097 |
+
"epoch": 2.709090909090909,
|
| 1098 |
+
"grad_norm": 0.19913850724697113,
|
| 1099 |
+
"learning_rate": 1.0508333333333334e-05,
|
| 1100 |
+
"loss": 0.0029,
|
| 1101 |
+
"step": 1490
|
| 1102 |
+
},
|
| 1103 |
+
{
|
| 1104 |
+
"epoch": 2.7272727272727275,
|
| 1105 |
+
"grad_norm": 0.6039556264877319,
|
| 1106 |
+
"learning_rate": 1.0425000000000001e-05,
|
| 1107 |
+
"loss": 0.0029,
|
| 1108 |
+
"step": 1500
|
| 1109 |
+
},
|
| 1110 |
+
{
|
| 1111 |
+
"epoch": 2.7272727272727275,
|
| 1112 |
+
"eval_f1": 0.9707426856714179,
|
| 1113 |
+
"eval_f2": 0.9838807785888077,
|
| 1114 |
+
"eval_loss": 0.008097349666059017,
|
| 1115 |
+
"eval_precision": 0.9496086105675147,
|
| 1116 |
+
"eval_recall": 0.992838874680307,
|
| 1117 |
+
"eval_runtime": 10.7985,
|
| 1118 |
+
"eval_samples_per_second": 724.178,
|
| 1119 |
+
"eval_steps_per_second": 11.391,
|
| 1120 |
+
"step": 1500
|
| 1121 |
+
},
|
| 1122 |
+
{
|
| 1123 |
+
"epoch": 2.7454545454545456,
|
| 1124 |
+
"grad_norm": 0.15625803172588348,
|
| 1125 |
+
"learning_rate": 1.0341666666666668e-05,
|
| 1126 |
+
"loss": 0.001,
|
| 1127 |
+
"step": 1510
|
| 1128 |
+
},
|
| 1129 |
+
{
|
| 1130 |
+
"epoch": 2.7636363636363637,
|
| 1131 |
+
"grad_norm": 0.5355175733566284,
|
| 1132 |
+
"learning_rate": 1.0258333333333335e-05,
|
| 1133 |
+
"loss": 0.0015,
|
| 1134 |
+
"step": 1520
|
| 1135 |
+
},
|
| 1136 |
+
{
|
| 1137 |
+
"epoch": 2.7818181818181817,
|
| 1138 |
+
"grad_norm": 0.054884154349565506,
|
| 1139 |
+
"learning_rate": 1.0175000000000002e-05,
|
| 1140 |
+
"loss": 0.0043,
|
| 1141 |
+
"step": 1530
|
| 1142 |
+
},
|
| 1143 |
+
{
|
| 1144 |
+
"epoch": 2.8,
|
| 1145 |
+
"grad_norm": 0.14347773790359497,
|
| 1146 |
+
"learning_rate": 1.0091666666666669e-05,
|
| 1147 |
+
"loss": 0.0012,
|
| 1148 |
+
"step": 1540
|
| 1149 |
+
},
|
| 1150 |
+
{
|
| 1151 |
+
"epoch": 2.8181818181818183,
|
| 1152 |
+
"grad_norm": 0.09393730759620667,
|
| 1153 |
+
"learning_rate": 1.0008333333333334e-05,
|
| 1154 |
+
"loss": 0.0026,
|
| 1155 |
+
"step": 1550
|
| 1156 |
+
},
|
| 1157 |
+
{
|
| 1158 |
+
"epoch": 2.8363636363636364,
|
| 1159 |
+
"grad_norm": 0.2671602964401245,
|
| 1160 |
+
"learning_rate": 9.925e-06,
|
| 1161 |
+
"loss": 0.0006,
|
| 1162 |
+
"step": 1560
|
| 1163 |
+
},
|
| 1164 |
+
{
|
| 1165 |
+
"epoch": 2.8545454545454545,
|
| 1166 |
+
"grad_norm": 0.04782993346452713,
|
| 1167 |
+
"learning_rate": 9.841666666666668e-06,
|
| 1168 |
+
"loss": 0.0011,
|
| 1169 |
+
"step": 1570
|
| 1170 |
+
},
|
| 1171 |
+
{
|
| 1172 |
+
"epoch": 2.8727272727272726,
|
| 1173 |
+
"grad_norm": 0.5545538067817688,
|
| 1174 |
+
"learning_rate": 9.758333333333334e-06,
|
| 1175 |
+
"loss": 0.0034,
|
| 1176 |
+
"step": 1580
|
| 1177 |
+
},
|
| 1178 |
+
{
|
| 1179 |
+
"epoch": 2.8909090909090907,
|
| 1180 |
+
"grad_norm": 0.18771076202392578,
|
| 1181 |
+
"learning_rate": 9.675000000000001e-06,
|
| 1182 |
+
"loss": 0.0014,
|
| 1183 |
+
"step": 1590
|
| 1184 |
+
},
|
| 1185 |
+
{
|
| 1186 |
+
"epoch": 2.909090909090909,
|
| 1187 |
+
"grad_norm": 0.022369615733623505,
|
| 1188 |
+
"learning_rate": 9.591666666666667e-06,
|
| 1189 |
+
"loss": 0.0007,
|
| 1190 |
+
"step": 1600
|
| 1191 |
+
},
|
| 1192 |
+
{
|
| 1193 |
+
"epoch": 2.9272727272727272,
|
| 1194 |
+
"grad_norm": 0.569296658039093,
|
| 1195 |
+
"learning_rate": 9.508333333333333e-06,
|
| 1196 |
+
"loss": 0.0016,
|
| 1197 |
+
"step": 1610
|
| 1198 |
+
},
|
| 1199 |
+
{
|
| 1200 |
+
"epoch": 2.9454545454545453,
|
| 1201 |
+
"grad_norm": 0.07517626136541367,
|
| 1202 |
+
"learning_rate": 9.425e-06,
|
| 1203 |
+
"loss": 0.0012,
|
| 1204 |
+
"step": 1620
|
| 1205 |
+
},
|
| 1206 |
+
{
|
| 1207 |
+
"epoch": 2.963636363636364,
|
| 1208 |
+
"grad_norm": 0.4265158772468567,
|
| 1209 |
+
"learning_rate": 9.341666666666667e-06,
|
| 1210 |
+
"loss": 0.0013,
|
| 1211 |
+
"step": 1630
|
| 1212 |
+
},
|
| 1213 |
+
{
|
| 1214 |
+
"epoch": 2.981818181818182,
|
| 1215 |
+
"grad_norm": 0.31167715787887573,
|
| 1216 |
+
"learning_rate": 9.258333333333334e-06,
|
| 1217 |
+
"loss": 0.0014,
|
| 1218 |
+
"step": 1640
|
| 1219 |
+
},
|
| 1220 |
+
{
|
| 1221 |
+
"epoch": 3.0,
|
| 1222 |
+
"grad_norm": 0.6325229406356812,
|
| 1223 |
+
"learning_rate": 9.175000000000001e-06,
|
| 1224 |
+
"loss": 0.0007,
|
| 1225 |
+
"step": 1650
|
| 1226 |
+
},
|
| 1227 |
+
{
|
| 1228 |
+
"epoch": 3.018181818181818,
|
| 1229 |
+
"grad_norm": 0.04929906874895096,
|
| 1230 |
+
"learning_rate": 9.091666666666668e-06,
|
| 1231 |
+
"loss": 0.0006,
|
| 1232 |
+
"step": 1660
|
| 1233 |
+
},
|
| 1234 |
+
{
|
| 1235 |
+
"epoch": 3.036363636363636,
|
| 1236 |
+
"grad_norm": 0.22075557708740234,
|
| 1237 |
+
"learning_rate": 9.008333333333335e-06,
|
| 1238 |
+
"loss": 0.0006,
|
| 1239 |
+
"step": 1670
|
| 1240 |
+
},
|
| 1241 |
+
{
|
| 1242 |
+
"epoch": 3.0545454545454547,
|
| 1243 |
+
"grad_norm": 0.2008703649044037,
|
| 1244 |
+
"learning_rate": 8.925e-06,
|
| 1245 |
+
"loss": 0.0018,
|
| 1246 |
+
"step": 1680
|
| 1247 |
+
},
|
| 1248 |
+
{
|
| 1249 |
+
"epoch": 3.0727272727272728,
|
| 1250 |
+
"grad_norm": 0.15318256616592407,
|
| 1251 |
+
"learning_rate": 8.841666666666667e-06,
|
| 1252 |
+
"loss": 0.0011,
|
| 1253 |
+
"step": 1690
|
| 1254 |
+
},
|
| 1255 |
+
{
|
| 1256 |
+
"epoch": 3.090909090909091,
|
| 1257 |
+
"grad_norm": 0.19851188361644745,
|
| 1258 |
+
"learning_rate": 8.758333333333334e-06,
|
| 1259 |
+
"loss": 0.0005,
|
| 1260 |
+
"step": 1700
|
| 1261 |
+
},
|
| 1262 |
+
{
|
| 1263 |
+
"epoch": 3.109090909090909,
|
| 1264 |
+
"grad_norm": 0.02609218843281269,
|
| 1265 |
+
"learning_rate": 8.675e-06,
|
| 1266 |
+
"loss": 0.0014,
|
| 1267 |
+
"step": 1710
|
| 1268 |
+
},
|
| 1269 |
+
{
|
| 1270 |
+
"epoch": 3.1272727272727274,
|
| 1271 |
+
"grad_norm": 0.02781720645725727,
|
| 1272 |
+
"learning_rate": 8.591666666666668e-06,
|
| 1273 |
+
"loss": 0.0004,
|
| 1274 |
+
"step": 1720
|
| 1275 |
+
},
|
| 1276 |
+
{
|
| 1277 |
+
"epoch": 3.1454545454545455,
|
| 1278 |
+
"grad_norm": 0.17195935547351837,
|
| 1279 |
+
"learning_rate": 8.508333333333335e-06,
|
| 1280 |
+
"loss": 0.0011,
|
| 1281 |
+
"step": 1730
|
| 1282 |
+
},
|
| 1283 |
+
{
|
| 1284 |
+
"epoch": 3.1636363636363636,
|
| 1285 |
+
"grad_norm": 0.04604584723711014,
|
| 1286 |
+
"learning_rate": 8.425000000000001e-06,
|
| 1287 |
+
"loss": 0.0017,
|
| 1288 |
+
"step": 1740
|
| 1289 |
+
},
|
| 1290 |
+
{
|
| 1291 |
+
"epoch": 3.1818181818181817,
|
| 1292 |
+
"grad_norm": 0.01334014069288969,
|
| 1293 |
+
"learning_rate": 8.341666666666667e-06,
|
| 1294 |
+
"loss": 0.0005,
|
| 1295 |
+
"step": 1750
|
| 1296 |
+
},
|
| 1297 |
+
{
|
| 1298 |
+
"epoch": 3.2,
|
| 1299 |
+
"grad_norm": 0.10181070119142532,
|
| 1300 |
+
"learning_rate": 8.258333333333334e-06,
|
| 1301 |
+
"loss": 0.0003,
|
| 1302 |
+
"step": 1760
|
| 1303 |
+
},
|
| 1304 |
+
{
|
| 1305 |
+
"epoch": 3.2181818181818183,
|
| 1306 |
+
"grad_norm": 0.029040852561593056,
|
| 1307 |
+
"learning_rate": 8.175e-06,
|
| 1308 |
+
"loss": 0.0002,
|
| 1309 |
+
"step": 1770
|
| 1310 |
+
},
|
| 1311 |
+
{
|
| 1312 |
+
"epoch": 3.2363636363636363,
|
| 1313 |
+
"grad_norm": 1.0948010683059692,
|
| 1314 |
+
"learning_rate": 8.091666666666667e-06,
|
| 1315 |
+
"loss": 0.0006,
|
| 1316 |
+
"step": 1780
|
| 1317 |
+
},
|
| 1318 |
+
{
|
| 1319 |
+
"epoch": 3.2545454545454544,
|
| 1320 |
+
"grad_norm": 0.19002945721149445,
|
| 1321 |
+
"learning_rate": 8.008333333333334e-06,
|
| 1322 |
+
"loss": 0.0008,
|
| 1323 |
+
"step": 1790
|
| 1324 |
+
},
|
| 1325 |
+
{
|
| 1326 |
+
"epoch": 3.2727272727272725,
|
| 1327 |
+
"grad_norm": 0.02836296707391739,
|
| 1328 |
+
"learning_rate": 7.925000000000001e-06,
|
| 1329 |
+
"loss": 0.0006,
|
| 1330 |
+
"step": 1800
|
| 1331 |
+
},
|
| 1332 |
+
{
|
| 1333 |
+
"epoch": 3.2727272727272725,
|
| 1334 |
+
"eval_f1": 0.9827235772357723,
|
| 1335 |
+
"eval_f2": 0.9866340169370472,
|
| 1336 |
+
"eval_loss": 0.0109314676374197,
|
| 1337 |
+
"eval_precision": 0.9762746087834427,
|
| 1338 |
+
"eval_recall": 0.9892583120204603,
|
| 1339 |
+
"eval_runtime": 10.4766,
|
| 1340 |
+
"eval_samples_per_second": 746.427,
|
| 1341 |
+
"eval_steps_per_second": 11.74,
|
| 1342 |
+
"step": 1800
|
| 1343 |
+
},
|
| 1344 |
+
{
|
| 1345 |
+
"epoch": 3.290909090909091,
|
| 1346 |
+
"grad_norm": 0.018972614780068398,
|
| 1347 |
+
"learning_rate": 7.841666666666668e-06,
|
| 1348 |
+
"loss": 0.001,
|
| 1349 |
+
"step": 1810
|
| 1350 |
+
},
|
| 1351 |
+
{
|
| 1352 |
+
"epoch": 3.309090909090909,
|
| 1353 |
+
"grad_norm": 0.003141665132716298,
|
| 1354 |
+
"learning_rate": 7.758333333333335e-06,
|
| 1355 |
+
"loss": 0.001,
|
| 1356 |
+
"step": 1820
|
| 1357 |
+
},
|
| 1358 |
+
{
|
| 1359 |
+
"epoch": 3.327272727272727,
|
| 1360 |
+
"grad_norm": 0.029703687876462936,
|
| 1361 |
+
"learning_rate": 7.675e-06,
|
| 1362 |
+
"loss": 0.0007,
|
| 1363 |
+
"step": 1830
|
| 1364 |
+
},
|
| 1365 |
+
{
|
| 1366 |
+
"epoch": 3.3454545454545457,
|
| 1367 |
+
"grad_norm": 0.18382185697555542,
|
| 1368 |
+
"learning_rate": 7.591666666666667e-06,
|
| 1369 |
+
"loss": 0.0004,
|
| 1370 |
+
"step": 1840
|
| 1371 |
+
},
|
| 1372 |
+
{
|
| 1373 |
+
"epoch": 3.3636363636363638,
|
| 1374 |
+
"grad_norm": 0.05236556753516197,
|
| 1375 |
+
"learning_rate": 7.508333333333334e-06,
|
| 1376 |
+
"loss": 0.002,
|
| 1377 |
+
"step": 1850
|
| 1378 |
+
},
|
| 1379 |
+
{
|
| 1380 |
+
"epoch": 3.381818181818182,
|
| 1381 |
+
"grad_norm": 0.17387185990810394,
|
| 1382 |
+
"learning_rate": 7.425000000000001e-06,
|
| 1383 |
+
"loss": 0.0009,
|
| 1384 |
+
"step": 1860
|
| 1385 |
+
},
|
| 1386 |
+
{
|
| 1387 |
+
"epoch": 3.4,
|
| 1388 |
+
"grad_norm": 0.008212663233280182,
|
| 1389 |
+
"learning_rate": 7.341666666666667e-06,
|
| 1390 |
+
"loss": 0.0007,
|
| 1391 |
+
"step": 1870
|
| 1392 |
+
},
|
| 1393 |
+
{
|
| 1394 |
+
"epoch": 3.418181818181818,
|
| 1395 |
+
"grad_norm": 0.22597701847553253,
|
| 1396 |
+
"learning_rate": 7.258333333333334e-06,
|
| 1397 |
+
"loss": 0.001,
|
| 1398 |
+
"step": 1880
|
| 1399 |
+
},
|
| 1400 |
+
{
|
| 1401 |
+
"epoch": 3.4363636363636365,
|
| 1402 |
+
"grad_norm": 0.07276669144630432,
|
| 1403 |
+
"learning_rate": 7.175000000000001e-06,
|
| 1404 |
+
"loss": 0.0017,
|
| 1405 |
+
"step": 1890
|
| 1406 |
+
},
|
| 1407 |
+
{
|
| 1408 |
+
"epoch": 3.4545454545454546,
|
| 1409 |
+
"grad_norm": 0.29078298807144165,
|
| 1410 |
+
"learning_rate": 7.091666666666667e-06,
|
| 1411 |
+
"loss": 0.0004,
|
| 1412 |
+
"step": 1900
|
| 1413 |
+
},
|
| 1414 |
+
{
|
| 1415 |
+
"epoch": 3.4727272727272727,
|
| 1416 |
+
"grad_norm": 0.11019200086593628,
|
| 1417 |
+
"learning_rate": 7.008333333333334e-06,
|
| 1418 |
+
"loss": 0.0005,
|
| 1419 |
+
"step": 1910
|
| 1420 |
+
},
|
| 1421 |
+
{
|
| 1422 |
+
"epoch": 3.4909090909090907,
|
| 1423 |
+
"grad_norm": 0.017450423911213875,
|
| 1424 |
+
"learning_rate": 6.925000000000001e-06,
|
| 1425 |
+
"loss": 0.0003,
|
| 1426 |
+
"step": 1920
|
| 1427 |
+
},
|
| 1428 |
+
{
|
| 1429 |
+
"epoch": 3.509090909090909,
|
| 1430 |
+
"grad_norm": 0.023930951952934265,
|
| 1431 |
+
"learning_rate": 6.8416666666666675e-06,
|
| 1432 |
+
"loss": 0.0013,
|
| 1433 |
+
"step": 1930
|
| 1434 |
+
},
|
| 1435 |
+
{
|
| 1436 |
+
"epoch": 3.5272727272727273,
|
| 1437 |
+
"grad_norm": 0.1692740023136139,
|
| 1438 |
+
"learning_rate": 6.7583333333333336e-06,
|
| 1439 |
+
"loss": 0.0033,
|
| 1440 |
+
"step": 1940
|
| 1441 |
+
},
|
| 1442 |
+
{
|
| 1443 |
+
"epoch": 3.5454545454545454,
|
| 1444 |
+
"grad_norm": 0.031825270503759384,
|
| 1445 |
+
"learning_rate": 6.6750000000000005e-06,
|
| 1446 |
+
"loss": 0.0008,
|
| 1447 |
+
"step": 1950
|
| 1448 |
+
},
|
| 1449 |
+
{
|
| 1450 |
+
"epoch": 3.5636363636363635,
|
| 1451 |
+
"grad_norm": 0.004583127796649933,
|
| 1452 |
+
"learning_rate": 6.591666666666667e-06,
|
| 1453 |
+
"loss": 0.0005,
|
| 1454 |
+
"step": 1960
|
| 1455 |
+
},
|
| 1456 |
+
{
|
| 1457 |
+
"epoch": 3.581818181818182,
|
| 1458 |
+
"grad_norm": 0.19434763491153717,
|
| 1459 |
+
"learning_rate": 6.508333333333334e-06,
|
| 1460 |
+
"loss": 0.0003,
|
| 1461 |
+
"step": 1970
|
| 1462 |
+
},
|
| 1463 |
+
{
|
| 1464 |
+
"epoch": 3.6,
|
| 1465 |
+
"grad_norm": 0.007167825475335121,
|
| 1466 |
+
"learning_rate": 6.425e-06,
|
| 1467 |
+
"loss": 0.0002,
|
| 1468 |
+
"step": 1980
|
| 1469 |
+
},
|
| 1470 |
+
{
|
| 1471 |
+
"epoch": 3.618181818181818,
|
| 1472 |
+
"grad_norm": 0.24422968924045563,
|
| 1473 |
+
"learning_rate": 6.341666666666667e-06,
|
| 1474 |
+
"loss": 0.0003,
|
| 1475 |
+
"step": 1990
|
| 1476 |
+
},
|
| 1477 |
+
{
|
| 1478 |
+
"epoch": 3.6363636363636362,
|
| 1479 |
+
"grad_norm": 0.00559116480872035,
|
| 1480 |
+
"learning_rate": 6.258333333333334e-06,
|
| 1481 |
+
"loss": 0.0001,
|
| 1482 |
+
"step": 2000
|
| 1483 |
+
},
|
| 1484 |
+
{
|
| 1485 |
+
"epoch": 3.6545454545454543,
|
| 1486 |
+
"grad_norm": 0.3058757185935974,
|
| 1487 |
+
"learning_rate": 6.175000000000001e-06,
|
| 1488 |
+
"loss": 0.0015,
|
| 1489 |
+
"step": 2010
|
| 1490 |
+
},
|
| 1491 |
+
{
|
| 1492 |
+
"epoch": 3.672727272727273,
|
| 1493 |
+
"grad_norm": 0.008120411075651646,
|
| 1494 |
+
"learning_rate": 6.091666666666667e-06,
|
| 1495 |
+
"loss": 0.0008,
|
| 1496 |
+
"step": 2020
|
| 1497 |
+
},
|
| 1498 |
+
{
|
| 1499 |
+
"epoch": 3.690909090909091,
|
| 1500 |
+
"grad_norm": 0.007178381085395813,
|
| 1501 |
+
"learning_rate": 6.008333333333334e-06,
|
| 1502 |
+
"loss": 0.0003,
|
| 1503 |
+
"step": 2030
|
| 1504 |
+
},
|
| 1505 |
+
{
|
| 1506 |
+
"epoch": 3.709090909090909,
|
| 1507 |
+
"grad_norm": 0.12139607220888138,
|
| 1508 |
+
"learning_rate": 5.925000000000001e-06,
|
| 1509 |
+
"loss": 0.0001,
|
| 1510 |
+
"step": 2040
|
| 1511 |
+
},
|
| 1512 |
+
{
|
| 1513 |
+
"epoch": 3.7272727272727275,
|
| 1514 |
+
"grad_norm": 0.16555677354335785,
|
| 1515 |
+
"learning_rate": 5.841666666666667e-06,
|
| 1516 |
+
"loss": 0.0004,
|
| 1517 |
+
"step": 2050
|
| 1518 |
+
},
|
| 1519 |
+
{
|
| 1520 |
+
"epoch": 3.7454545454545456,
|
| 1521 |
+
"grad_norm": 0.08208701014518738,
|
| 1522 |
+
"learning_rate": 5.758333333333334e-06,
|
| 1523 |
+
"loss": 0.0002,
|
| 1524 |
+
"step": 2060
|
| 1525 |
+
},
|
| 1526 |
+
{
|
| 1527 |
+
"epoch": 3.7636363636363637,
|
| 1528 |
+
"grad_norm": 0.0696110725402832,
|
| 1529 |
+
"learning_rate": 5.675000000000001e-06,
|
| 1530 |
+
"loss": 0.0008,
|
| 1531 |
+
"step": 2070
|
| 1532 |
+
},
|
| 1533 |
+
{
|
| 1534 |
+
"epoch": 3.7818181818181817,
|
| 1535 |
+
"grad_norm": 0.019171856343746185,
|
| 1536 |
+
"learning_rate": 5.591666666666668e-06,
|
| 1537 |
+
"loss": 0.0009,
|
| 1538 |
+
"step": 2080
|
| 1539 |
+
},
|
| 1540 |
+
{
|
| 1541 |
+
"epoch": 3.8,
|
| 1542 |
+
"grad_norm": 0.011577253229916096,
|
| 1543 |
+
"learning_rate": 5.508333333333334e-06,
|
| 1544 |
+
"loss": 0.0007,
|
| 1545 |
+
"step": 2090
|
| 1546 |
+
},
|
| 1547 |
+
{
|
| 1548 |
+
"epoch": 3.8181818181818183,
|
| 1549 |
+
"grad_norm": 0.1947954148054123,
|
| 1550 |
+
"learning_rate": 5.4250000000000006e-06,
|
| 1551 |
+
"loss": 0.0005,
|
| 1552 |
+
"step": 2100
|
| 1553 |
+
},
|
| 1554 |
+
{
|
| 1555 |
+
"epoch": 3.8181818181818183,
|
| 1556 |
+
"eval_f1": 0.9789500380420999,
|
| 1557 |
+
"eval_f2": 0.9838907014681892,
|
| 1558 |
+
"eval_loss": 0.012196212075650692,
|
| 1559 |
+
"eval_precision": 0.9708249496981891,
|
| 1560 |
+
"eval_recall": 0.9872122762148338,
|
| 1561 |
+
"eval_runtime": 10.6686,
|
| 1562 |
+
"eval_samples_per_second": 732.992,
|
| 1563 |
+
"eval_steps_per_second": 11.529,
|
| 1564 |
+
"step": 2100
|
| 1565 |
+
}
|
| 1566 |
+
],
|
| 1567 |
+
"logging_steps": 10,
|
| 1568 |
+
"max_steps": 2750,
|
| 1569 |
+
"num_input_tokens_seen": 0,
|
| 1570 |
+
"num_train_epochs": 5,
|
| 1571 |
+
"save_steps": 300,
|
| 1572 |
+
"stateful_callbacks": {
|
| 1573 |
+
"EarlyStoppingCallback": {
|
| 1574 |
+
"args": {
|
| 1575 |
+
"early_stopping_patience": 3,
|
| 1576 |
+
"early_stopping_threshold": 0.0
|
| 1577 |
+
},
|
| 1578 |
+
"attributes": {
|
| 1579 |
+
"early_stopping_patience_counter": 1
|
| 1580 |
+
}
|
| 1581 |
+
},
|
| 1582 |
+
"TrainerControl": {
|
| 1583 |
+
"args": {
|
| 1584 |
+
"should_epoch_stop": false,
|
| 1585 |
+
"should_evaluate": false,
|
| 1586 |
+
"should_log": false,
|
| 1587 |
+
"should_save": true,
|
| 1588 |
+
"should_training_stop": false
|
| 1589 |
+
},
|
| 1590 |
+
"attributes": {}
|
| 1591 |
+
}
|
| 1592 |
+
},
|
| 1593 |
+
"total_flos": 7.07084650174464e+16,
|
| 1594 |
+
"train_batch_size": 64,
|
| 1595 |
+
"trial_name": null,
|
| 1596 |
+
"trial_params": null
|
| 1597 |
+
}
|
checkpoint-2100/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:45ac4db2857ed5af2a19875a4640aaf5ce2df14eae952755a36f8b361f5940d7
|
| 3 |
+
size 5496
|
checkpoint-2100/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
config.json
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"RobertaForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"bos_token_id": 0,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"eos_token_id": 2,
|
| 9 |
+
"gradient_checkpointing": false,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 3072,
|
| 15 |
+
"layer_norm_eps": 1e-05,
|
| 16 |
+
"max_position_embeddings": 514,
|
| 17 |
+
"model_type": "roberta",
|
| 18 |
+
"num_attention_heads": 12,
|
| 19 |
+
"num_hidden_layers": 12,
|
| 20 |
+
"pad_token_id": 1,
|
| 21 |
+
"position_embedding_type": "absolute",
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.50.3",
|
| 24 |
+
"type_vocab_size": 1,
|
| 25 |
+
"use_cache": true,
|
| 26 |
+
"vocab_size": 50265
|
| 27 |
+
}
|
merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2673e42d4637733a09e0553abdaedcc9fa4e6ac22cf009b506a3776cc655d6e4
|
| 3 |
+
size 498612824
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"cls_token": {
|
| 10 |
+
"content": "<s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"eos_token": {
|
| 17 |
+
"content": "</s>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": true,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"mask_token": {
|
| 24 |
+
"content": "<mask>",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": true,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"pad_token": {
|
| 31 |
+
"content": "<pad>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": true,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"sep_token": {
|
| 38 |
+
"content": "</s>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": true,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
+
"content": "<unk>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": true,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false
|
| 50 |
+
}
|
| 51 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 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": true,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"bos_token": "<s>",
|
| 46 |
+
"clean_up_tokenization_spaces": false,
|
| 47 |
+
"cls_token": "<s>",
|
| 48 |
+
"eos_token": "</s>",
|
| 49 |
+
"errors": "replace",
|
| 50 |
+
"extra_special_tokens": {},
|
| 51 |
+
"mask_token": "<mask>",
|
| 52 |
+
"max_len": 512,
|
| 53 |
+
"model_max_length": 512,
|
| 54 |
+
"pad_token": "<pad>",
|
| 55 |
+
"sep_token": "</s>",
|
| 56 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 57 |
+
"trim_offsets": true,
|
| 58 |
+
"unk_token": "<unk>"
|
| 59 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e0a880bc2113f1c59c5c8811e0cfbdcc1f299ce53865365dda540b7b7d0db8df
|
| 3 |
+
size 5496
|
vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|