Training in progress, epoch 1
Browse files- model.safetensors +1 -1
- run-3/checkpoint-2000/config.json +65 -0
- run-3/checkpoint-2000/model.safetensors +3 -0
- run-3/checkpoint-2000/optimizer.pt +3 -0
- run-3/checkpoint-2000/rng_state.pth +3 -0
- run-3/checkpoint-2000/scaler.pt +3 -0
- run-3/checkpoint-2000/scheduler.pt +3 -0
- run-3/checkpoint-2000/trainer_state.json +278 -0
- run-3/checkpoint-2000/training_args.bin +3 -0
- run-3/checkpoint-2500/config.json +65 -0
- run-3/checkpoint-2500/model.safetensors +3 -0
- run-3/checkpoint-2500/optimizer.pt +3 -0
- run-3/checkpoint-2500/rng_state.pth +3 -0
- run-3/checkpoint-2500/scaler.pt +3 -0
- run-3/checkpoint-2500/scheduler.pt +3 -0
- run-3/checkpoint-2500/trainer_state.json +335 -0
- run-3/checkpoint-2500/training_args.bin +3 -0
- run-4/checkpoint-1000/config.json +65 -0
- run-4/checkpoint-1000/model.safetensors +3 -0
- run-4/checkpoint-1000/optimizer.pt +3 -0
- run-4/checkpoint-1000/rng_state.pth +3 -0
- run-4/checkpoint-1000/scaler.pt +3 -0
- run-4/checkpoint-1000/scheduler.pt +3 -0
- run-4/checkpoint-1000/trainer_state.json +142 -0
- run-4/checkpoint-1000/training_args.bin +3 -0
- training_args.bin +1 -1
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 438007864
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b153083e3247a53ddfa45f8ace862dd036680a0af16004e032aae994694c3ccb
|
| 3 |
size 438007864
|
run-3/checkpoint-2000/config.json
ADDED
|
@@ -0,0 +1,65 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"BertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"gradient_checkpointing": false,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "LABEL_0",
|
| 13 |
+
"1": "LABEL_1",
|
| 14 |
+
"2": "LABEL_2",
|
| 15 |
+
"3": "LABEL_3",
|
| 16 |
+
"4": "LABEL_4",
|
| 17 |
+
"5": "LABEL_5",
|
| 18 |
+
"6": "LABEL_6",
|
| 19 |
+
"7": "LABEL_7",
|
| 20 |
+
"8": "LABEL_8",
|
| 21 |
+
"9": "LABEL_9",
|
| 22 |
+
"10": "LABEL_10",
|
| 23 |
+
"11": "LABEL_11",
|
| 24 |
+
"12": "LABEL_12",
|
| 25 |
+
"13": "LABEL_13",
|
| 26 |
+
"14": "LABEL_14",
|
| 27 |
+
"15": "LABEL_15",
|
| 28 |
+
"16": "LABEL_16",
|
| 29 |
+
"17": "LABEL_17"
|
| 30 |
+
},
|
| 31 |
+
"initializer_range": 0.02,
|
| 32 |
+
"intermediate_size": 3072,
|
| 33 |
+
"label2id": {
|
| 34 |
+
"LABEL_0": 0,
|
| 35 |
+
"LABEL_1": 1,
|
| 36 |
+
"LABEL_10": 10,
|
| 37 |
+
"LABEL_11": 11,
|
| 38 |
+
"LABEL_12": 12,
|
| 39 |
+
"LABEL_13": 13,
|
| 40 |
+
"LABEL_14": 14,
|
| 41 |
+
"LABEL_15": 15,
|
| 42 |
+
"LABEL_16": 16,
|
| 43 |
+
"LABEL_17": 17,
|
| 44 |
+
"LABEL_2": 2,
|
| 45 |
+
"LABEL_3": 3,
|
| 46 |
+
"LABEL_4": 4,
|
| 47 |
+
"LABEL_5": 5,
|
| 48 |
+
"LABEL_6": 6,
|
| 49 |
+
"LABEL_7": 7,
|
| 50 |
+
"LABEL_8": 8,
|
| 51 |
+
"LABEL_9": 9
|
| 52 |
+
},
|
| 53 |
+
"layer_norm_eps": 1e-12,
|
| 54 |
+
"max_position_embeddings": 512,
|
| 55 |
+
"model_type": "bert",
|
| 56 |
+
"num_attention_heads": 12,
|
| 57 |
+
"num_hidden_layers": 12,
|
| 58 |
+
"pad_token_id": 0,
|
| 59 |
+
"position_embedding_type": "absolute",
|
| 60 |
+
"torch_dtype": "float32",
|
| 61 |
+
"transformers_version": "4.55.4",
|
| 62 |
+
"type_vocab_size": 2,
|
| 63 |
+
"use_cache": true,
|
| 64 |
+
"vocab_size": 30522
|
| 65 |
+
}
|
run-3/checkpoint-2000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2940dfa4cafe155b3a07f3277464d1ed6c5c6abfc703787e7f1c6c2a80eccc34
|
| 3 |
+
size 438007864
|
run-3/checkpoint-2000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:015e603ee940575cef6daa23bdba26d2c24af9b32eee7b4b9c381357bfa9ede8
|
| 3 |
+
size 876140043
|
run-3/checkpoint-2000/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dbbd0339d07bd579254b6321f2d4bfb420e0466d9c9ac3704bf31ec625375302
|
| 3 |
+
size 14645
|
run-3/checkpoint-2000/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a6bd0201d3a3ae70736750a15db74e6d2f2b83f42bb2fa3ba3d4422088257b7d
|
| 3 |
+
size 1383
|
run-3/checkpoint-2000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cbe852de2267093c96e4d1096f6ee2cc697881ff4730f6936b68e02375890ab2
|
| 3 |
+
size 1465
|
run-3/checkpoint-2000/trainer_state.json
ADDED
|
@@ -0,0 +1,278 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1500,
|
| 3 |
+
"best_metric": 0.7817611579593701,
|
| 4 |
+
"best_model_checkpoint": "./results/run-3/checkpoint-1500",
|
| 5 |
+
"epoch": 4.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 2000,
|
| 8 |
+
"is_hyper_param_search": true,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.2,
|
| 14 |
+
"grad_norm": 0.3840266466140747,
|
| 15 |
+
"learning_rate": 5.623773985869002e-05,
|
| 16 |
+
"loss": 0.4015,
|
| 17 |
+
"step": 100
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.4,
|
| 21 |
+
"grad_norm": 36.44963455200195,
|
| 22 |
+
"learning_rate": 6.805455705058522e-05,
|
| 23 |
+
"loss": 0.0,
|
| 24 |
+
"step": 200
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.6,
|
| 28 |
+
"grad_norm": 0.6683640480041504,
|
| 29 |
+
"learning_rate": 6.718217457333122e-05,
|
| 30 |
+
"loss": 0.0,
|
| 31 |
+
"step": 300
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 0.8,
|
| 35 |
+
"grad_norm": 0.7861915230751038,
|
| 36 |
+
"learning_rate": 6.630979209607721e-05,
|
| 37 |
+
"loss": 0.1644,
|
| 38 |
+
"step": 400
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 1.0,
|
| 42 |
+
"grad_norm": 2.053349256515503,
|
| 43 |
+
"learning_rate": 6.54374096188232e-05,
|
| 44 |
+
"loss": 0.0025,
|
| 45 |
+
"step": 500
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 1.0,
|
| 49 |
+
"eval_economic_inequality_accuracy": 0.7770780856423174,
|
| 50 |
+
"eval_economic_inequality_f1": 0.6795991195482776,
|
| 51 |
+
"eval_economic_policy_benefits_accuracy": 0.8215488215488216,
|
| 52 |
+
"eval_economic_policy_benefits_f1": 0.7410643713786043,
|
| 53 |
+
"eval_ethnic_boundaries_accuracy": 0.946078431372549,
|
| 54 |
+
"eval_ethnic_boundaries_f1": 0.9198646713093299,
|
| 55 |
+
"eval_language_policy_accuracy": 0.6764705882352942,
|
| 56 |
+
"eval_language_policy_f1": 0.545923632610939,
|
| 57 |
+
"eval_loss": NaN,
|
| 58 |
+
"eval_mother_tongue_education_accuracy": 0.7777777777777778,
|
| 59 |
+
"eval_mother_tongue_education_f1": 0.6805555555555556,
|
| 60 |
+
"eval_overall_accuracy": 0.8064020197505432,
|
| 61 |
+
"eval_overall_f1": 0.7222001215424422,
|
| 62 |
+
"eval_religion_ethnic_identity_accuracy": 0.839458413926499,
|
| 63 |
+
"eval_religion_ethnic_identity_f1": 0.7661933788519465,
|
| 64 |
+
"eval_runtime": 4.4769,
|
| 65 |
+
"eval_samples_per_second": 893.468,
|
| 66 |
+
"eval_steps_per_second": 55.842,
|
| 67 |
+
"step": 500
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"epoch": 1.2,
|
| 71 |
+
"grad_norm": 4.278098106384277,
|
| 72 |
+
"learning_rate": 6.456502714156919e-05,
|
| 73 |
+
"loss": 0.003,
|
| 74 |
+
"step": 600
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 1.4,
|
| 78 |
+
"grad_norm": 2.1036500930786133,
|
| 79 |
+
"learning_rate": 6.369264466431519e-05,
|
| 80 |
+
"loss": 0.0604,
|
| 81 |
+
"step": 700
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 1.6,
|
| 85 |
+
"grad_norm": 1.2531561851501465,
|
| 86 |
+
"learning_rate": 6.282026218706118e-05,
|
| 87 |
+
"loss": 0.0,
|
| 88 |
+
"step": 800
|
| 89 |
+
},
|
| 90 |
+
{
|
| 91 |
+
"epoch": 1.8,
|
| 92 |
+
"grad_norm": 1.4897408485412598,
|
| 93 |
+
"learning_rate": 6.194787970980717e-05,
|
| 94 |
+
"loss": 0.0114,
|
| 95 |
+
"step": 900
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"epoch": 2.0,
|
| 99 |
+
"grad_norm": 1.9127349853515625,
|
| 100 |
+
"learning_rate": 6.107549723255315e-05,
|
| 101 |
+
"loss": 25991.0925,
|
| 102 |
+
"step": 1000
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"epoch": 2.0,
|
| 106 |
+
"eval_economic_inequality_accuracy": 0.8224181360201511,
|
| 107 |
+
"eval_economic_inequality_f1": 0.7973444391161673,
|
| 108 |
+
"eval_economic_policy_benefits_accuracy": 0.8215488215488216,
|
| 109 |
+
"eval_economic_policy_benefits_f1": 0.7410643713786043,
|
| 110 |
+
"eval_ethnic_boundaries_accuracy": 0.9330065359477124,
|
| 111 |
+
"eval_ethnic_boundaries_f1": 0.9306378882302275,
|
| 112 |
+
"eval_language_policy_accuracy": 0.6764705882352942,
|
| 113 |
+
"eval_language_policy_f1": 0.545923632610939,
|
| 114 |
+
"eval_loss": NaN,
|
| 115 |
+
"eval_mother_tongue_education_accuracy": 0.7777777777777778,
|
| 116 |
+
"eval_mother_tongue_education_f1": 0.6805555555555556,
|
| 117 |
+
"eval_overall_accuracy": 0.8117800455760427,
|
| 118 |
+
"eval_overall_f1": 0.7478535187845178,
|
| 119 |
+
"eval_religion_ethnic_identity_accuracy": 0.839458413926499,
|
| 120 |
+
"eval_religion_ethnic_identity_f1": 0.7915952258156131,
|
| 121 |
+
"eval_runtime": 4.4757,
|
| 122 |
+
"eval_samples_per_second": 893.725,
|
| 123 |
+
"eval_steps_per_second": 55.858,
|
| 124 |
+
"step": 1000
|
| 125 |
+
},
|
| 126 |
+
{
|
| 127 |
+
"epoch": 2.2,
|
| 128 |
+
"grad_norm": 0.9552398324012756,
|
| 129 |
+
"learning_rate": 6.020311475529915e-05,
|
| 130 |
+
"loss": 0.0,
|
| 131 |
+
"step": 1100
|
| 132 |
+
},
|
| 133 |
+
{
|
| 134 |
+
"epoch": 2.4,
|
| 135 |
+
"grad_norm": 1.114319920539856,
|
| 136 |
+
"learning_rate": 5.9330732278045136e-05,
|
| 137 |
+
"loss": 0.0009,
|
| 138 |
+
"step": 1200
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"epoch": 2.6,
|
| 142 |
+
"grad_norm": 0.16842737793922424,
|
| 143 |
+
"learning_rate": 5.845834980079113e-05,
|
| 144 |
+
"loss": 0.0,
|
| 145 |
+
"step": 1300
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"epoch": 2.8,
|
| 149 |
+
"grad_norm": 1.0355138778686523,
|
| 150 |
+
"learning_rate": 5.758596732353712e-05,
|
| 151 |
+
"loss": 0.0638,
|
| 152 |
+
"step": 1400
|
| 153 |
+
},
|
| 154 |
+
{
|
| 155 |
+
"epoch": 3.0,
|
| 156 |
+
"grad_norm": 0.5731643438339233,
|
| 157 |
+
"learning_rate": 5.6713584846283115e-05,
|
| 158 |
+
"loss": 0.0,
|
| 159 |
+
"step": 1500
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"epoch": 3.0,
|
| 163 |
+
"eval_economic_inequality_accuracy": 0.8224181360201511,
|
| 164 |
+
"eval_economic_inequality_f1": 0.7938100421450593,
|
| 165 |
+
"eval_economic_policy_benefits_accuracy": 0.8383838383838383,
|
| 166 |
+
"eval_economic_policy_benefits_f1": 0.8108014554114583,
|
| 167 |
+
"eval_ethnic_boundaries_accuracy": 0.9395424836601307,
|
| 168 |
+
"eval_ethnic_boundaries_f1": 0.9340440546398507,
|
| 169 |
+
"eval_language_policy_accuracy": 0.6764705882352942,
|
| 170 |
+
"eval_language_policy_f1": 0.6109373423468875,
|
| 171 |
+
"eval_loss": NaN,
|
| 172 |
+
"eval_mother_tongue_education_accuracy": 0.7777777777777778,
|
| 173 |
+
"eval_mother_tongue_education_f1": 0.7407407407407408,
|
| 174 |
+
"eval_overall_accuracy": 0.8150304610083521,
|
| 175 |
+
"eval_overall_f1": 0.7817611579593701,
|
| 176 |
+
"eval_religion_ethnic_identity_accuracy": 0.8355899419729207,
|
| 177 |
+
"eval_religion_ethnic_identity_f1": 0.8002333124722241,
|
| 178 |
+
"eval_runtime": 4.4858,
|
| 179 |
+
"eval_samples_per_second": 891.71,
|
| 180 |
+
"eval_steps_per_second": 55.732,
|
| 181 |
+
"step": 1500
|
| 182 |
+
},
|
| 183 |
+
{
|
| 184 |
+
"epoch": 3.2,
|
| 185 |
+
"grad_norm": 0.58502596616745,
|
| 186 |
+
"learning_rate": 5.58412023690291e-05,
|
| 187 |
+
"loss": 0.0013,
|
| 188 |
+
"step": 1600
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"epoch": 3.4,
|
| 192 |
+
"grad_norm": 12.144497871398926,
|
| 193 |
+
"learning_rate": 5.49688198917751e-05,
|
| 194 |
+
"loss": 0.0,
|
| 195 |
+
"step": 1700
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 3.6,
|
| 199 |
+
"grad_norm": 0.9917765259742737,
|
| 200 |
+
"learning_rate": 5.4096437414521086e-05,
|
| 201 |
+
"loss": 0.1593,
|
| 202 |
+
"step": 1800
|
| 203 |
+
},
|
| 204 |
+
{
|
| 205 |
+
"epoch": 3.8,
|
| 206 |
+
"grad_norm": 0.2664477825164795,
|
| 207 |
+
"learning_rate": 5.3224054937267074e-05,
|
| 208 |
+
"loss": 0.0082,
|
| 209 |
+
"step": 1900
|
| 210 |
+
},
|
| 211 |
+
{
|
| 212 |
+
"epoch": 4.0,
|
| 213 |
+
"grad_norm": 0.33486196398735046,
|
| 214 |
+
"learning_rate": 5.235167246001307e-05,
|
| 215 |
+
"loss": 0.0,
|
| 216 |
+
"step": 2000
|
| 217 |
+
},
|
| 218 |
+
{
|
| 219 |
+
"epoch": 4.0,
|
| 220 |
+
"eval_economic_inequality_accuracy": 0.783375314861461,
|
| 221 |
+
"eval_economic_inequality_f1": 0.7832095348608167,
|
| 222 |
+
"eval_economic_policy_benefits_accuracy": 0.7845117845117845,
|
| 223 |
+
"eval_economic_policy_benefits_f1": 0.7745310880322321,
|
| 224 |
+
"eval_ethnic_boundaries_accuracy": 0.9101307189542484,
|
| 225 |
+
"eval_ethnic_boundaries_f1": 0.9195608338612992,
|
| 226 |
+
"eval_language_policy_accuracy": 0.6176470588235294,
|
| 227 |
+
"eval_language_policy_f1": 0.5673853251707923,
|
| 228 |
+
"eval_loss": NaN,
|
| 229 |
+
"eval_mother_tongue_education_accuracy": 0.7777777777777778,
|
| 230 |
+
"eval_mother_tongue_education_f1": 0.7407407407407408,
|
| 231 |
+
"eval_overall_accuracy": 0.780003176208314,
|
| 232 |
+
"eval_overall_f1": 0.7667330042293844,
|
| 233 |
+
"eval_religion_ethnic_identity_accuracy": 0.8065764023210832,
|
| 234 |
+
"eval_religion_ethnic_identity_f1": 0.8149705027104255,
|
| 235 |
+
"eval_runtime": 4.4762,
|
| 236 |
+
"eval_samples_per_second": 893.625,
|
| 237 |
+
"eval_steps_per_second": 55.852,
|
| 238 |
+
"step": 2000
|
| 239 |
+
}
|
| 240 |
+
],
|
| 241 |
+
"logging_steps": 100,
|
| 242 |
+
"max_steps": 8000,
|
| 243 |
+
"num_input_tokens_seen": 0,
|
| 244 |
+
"num_train_epochs": 16,
|
| 245 |
+
"save_steps": 500,
|
| 246 |
+
"stateful_callbacks": {
|
| 247 |
+
"EarlyStoppingCallback": {
|
| 248 |
+
"args": {
|
| 249 |
+
"early_stopping_patience": 2,
|
| 250 |
+
"early_stopping_threshold": 0.0
|
| 251 |
+
},
|
| 252 |
+
"attributes": {
|
| 253 |
+
"early_stopping_patience_counter": 1
|
| 254 |
+
}
|
| 255 |
+
},
|
| 256 |
+
"TrainerControl": {
|
| 257 |
+
"args": {
|
| 258 |
+
"should_epoch_stop": false,
|
| 259 |
+
"should_evaluate": false,
|
| 260 |
+
"should_log": false,
|
| 261 |
+
"should_save": true,
|
| 262 |
+
"should_training_stop": false
|
| 263 |
+
},
|
| 264 |
+
"attributes": {}
|
| 265 |
+
}
|
| 266 |
+
},
|
| 267 |
+
"total_flos": 1.6841526607872e+16,
|
| 268 |
+
"train_batch_size": 8,
|
| 269 |
+
"trial_name": null,
|
| 270 |
+
"trial_params": {
|
| 271 |
+
"gradient_accumulation_steps": 4,
|
| 272 |
+
"learning_rate": 6.873501538284335e-05,
|
| 273 |
+
"num_train_epochs": 16,
|
| 274 |
+
"per_device_train_batch_size": 8,
|
| 275 |
+
"warmup_steps": 121,
|
| 276 |
+
"weight_decay": 0.08748775333302956
|
| 277 |
+
}
|
| 278 |
+
}
|
run-3/checkpoint-2000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f25b0890fc1a55f215dd25d4ee6812fa588a4d653eedd59fd60c8d3a14cbe61a
|
| 3 |
+
size 5777
|
run-3/checkpoint-2500/config.json
ADDED
|
@@ -0,0 +1,65 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"BertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"gradient_checkpointing": false,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "LABEL_0",
|
| 13 |
+
"1": "LABEL_1",
|
| 14 |
+
"2": "LABEL_2",
|
| 15 |
+
"3": "LABEL_3",
|
| 16 |
+
"4": "LABEL_4",
|
| 17 |
+
"5": "LABEL_5",
|
| 18 |
+
"6": "LABEL_6",
|
| 19 |
+
"7": "LABEL_7",
|
| 20 |
+
"8": "LABEL_8",
|
| 21 |
+
"9": "LABEL_9",
|
| 22 |
+
"10": "LABEL_10",
|
| 23 |
+
"11": "LABEL_11",
|
| 24 |
+
"12": "LABEL_12",
|
| 25 |
+
"13": "LABEL_13",
|
| 26 |
+
"14": "LABEL_14",
|
| 27 |
+
"15": "LABEL_15",
|
| 28 |
+
"16": "LABEL_16",
|
| 29 |
+
"17": "LABEL_17"
|
| 30 |
+
},
|
| 31 |
+
"initializer_range": 0.02,
|
| 32 |
+
"intermediate_size": 3072,
|
| 33 |
+
"label2id": {
|
| 34 |
+
"LABEL_0": 0,
|
| 35 |
+
"LABEL_1": 1,
|
| 36 |
+
"LABEL_10": 10,
|
| 37 |
+
"LABEL_11": 11,
|
| 38 |
+
"LABEL_12": 12,
|
| 39 |
+
"LABEL_13": 13,
|
| 40 |
+
"LABEL_14": 14,
|
| 41 |
+
"LABEL_15": 15,
|
| 42 |
+
"LABEL_16": 16,
|
| 43 |
+
"LABEL_17": 17,
|
| 44 |
+
"LABEL_2": 2,
|
| 45 |
+
"LABEL_3": 3,
|
| 46 |
+
"LABEL_4": 4,
|
| 47 |
+
"LABEL_5": 5,
|
| 48 |
+
"LABEL_6": 6,
|
| 49 |
+
"LABEL_7": 7,
|
| 50 |
+
"LABEL_8": 8,
|
| 51 |
+
"LABEL_9": 9
|
| 52 |
+
},
|
| 53 |
+
"layer_norm_eps": 1e-12,
|
| 54 |
+
"max_position_embeddings": 512,
|
| 55 |
+
"model_type": "bert",
|
| 56 |
+
"num_attention_heads": 12,
|
| 57 |
+
"num_hidden_layers": 12,
|
| 58 |
+
"pad_token_id": 0,
|
| 59 |
+
"position_embedding_type": "absolute",
|
| 60 |
+
"torch_dtype": "float32",
|
| 61 |
+
"transformers_version": "4.55.4",
|
| 62 |
+
"type_vocab_size": 2,
|
| 63 |
+
"use_cache": true,
|
| 64 |
+
"vocab_size": 30522
|
| 65 |
+
}
|
run-3/checkpoint-2500/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6ef89747ed4c4c141693b9a8883889b43c13d17f1d95fa9a4604cc27bfb4fb57
|
| 3 |
+
size 438007864
|
run-3/checkpoint-2500/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bbad1a481c3e3a739b7e21f7b7649c119ddce3f6e3bda33f1b1db570a2b770e1
|
| 3 |
+
size 876140043
|
run-3/checkpoint-2500/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:14c39e64e59e8286453bf0b17c32f65ff9b3c161db8386dcfa997c86bd201138
|
| 3 |
+
size 14645
|
run-3/checkpoint-2500/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bdcdf4c7d42b8a27a5154f492b6c963d35ee2201f61c4484dda1057a0bfc22a5
|
| 3 |
+
size 1383
|
run-3/checkpoint-2500/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3c5c3ccdcf1bbdfee4f7e711d0ce76d0fd57086fa53bb522a13c17067824d970
|
| 3 |
+
size 1465
|
run-3/checkpoint-2500/trainer_state.json
ADDED
|
@@ -0,0 +1,335 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1500,
|
| 3 |
+
"best_metric": 0.7817611579593701,
|
| 4 |
+
"best_model_checkpoint": "./results/run-3/checkpoint-1500",
|
| 5 |
+
"epoch": 5.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 2500,
|
| 8 |
+
"is_hyper_param_search": true,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.2,
|
| 14 |
+
"grad_norm": 0.3840266466140747,
|
| 15 |
+
"learning_rate": 5.623773985869002e-05,
|
| 16 |
+
"loss": 0.4015,
|
| 17 |
+
"step": 100
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.4,
|
| 21 |
+
"grad_norm": 36.44963455200195,
|
| 22 |
+
"learning_rate": 6.805455705058522e-05,
|
| 23 |
+
"loss": 0.0,
|
| 24 |
+
"step": 200
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.6,
|
| 28 |
+
"grad_norm": 0.6683640480041504,
|
| 29 |
+
"learning_rate": 6.718217457333122e-05,
|
| 30 |
+
"loss": 0.0,
|
| 31 |
+
"step": 300
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 0.8,
|
| 35 |
+
"grad_norm": 0.7861915230751038,
|
| 36 |
+
"learning_rate": 6.630979209607721e-05,
|
| 37 |
+
"loss": 0.1644,
|
| 38 |
+
"step": 400
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 1.0,
|
| 42 |
+
"grad_norm": 2.053349256515503,
|
| 43 |
+
"learning_rate": 6.54374096188232e-05,
|
| 44 |
+
"loss": 0.0025,
|
| 45 |
+
"step": 500
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 1.0,
|
| 49 |
+
"eval_economic_inequality_accuracy": 0.7770780856423174,
|
| 50 |
+
"eval_economic_inequality_f1": 0.6795991195482776,
|
| 51 |
+
"eval_economic_policy_benefits_accuracy": 0.8215488215488216,
|
| 52 |
+
"eval_economic_policy_benefits_f1": 0.7410643713786043,
|
| 53 |
+
"eval_ethnic_boundaries_accuracy": 0.946078431372549,
|
| 54 |
+
"eval_ethnic_boundaries_f1": 0.9198646713093299,
|
| 55 |
+
"eval_language_policy_accuracy": 0.6764705882352942,
|
| 56 |
+
"eval_language_policy_f1": 0.545923632610939,
|
| 57 |
+
"eval_loss": NaN,
|
| 58 |
+
"eval_mother_tongue_education_accuracy": 0.7777777777777778,
|
| 59 |
+
"eval_mother_tongue_education_f1": 0.6805555555555556,
|
| 60 |
+
"eval_overall_accuracy": 0.8064020197505432,
|
| 61 |
+
"eval_overall_f1": 0.7222001215424422,
|
| 62 |
+
"eval_religion_ethnic_identity_accuracy": 0.839458413926499,
|
| 63 |
+
"eval_religion_ethnic_identity_f1": 0.7661933788519465,
|
| 64 |
+
"eval_runtime": 4.4769,
|
| 65 |
+
"eval_samples_per_second": 893.468,
|
| 66 |
+
"eval_steps_per_second": 55.842,
|
| 67 |
+
"step": 500
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"epoch": 1.2,
|
| 71 |
+
"grad_norm": 4.278098106384277,
|
| 72 |
+
"learning_rate": 6.456502714156919e-05,
|
| 73 |
+
"loss": 0.003,
|
| 74 |
+
"step": 600
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 1.4,
|
| 78 |
+
"grad_norm": 2.1036500930786133,
|
| 79 |
+
"learning_rate": 6.369264466431519e-05,
|
| 80 |
+
"loss": 0.0604,
|
| 81 |
+
"step": 700
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 1.6,
|
| 85 |
+
"grad_norm": 1.2531561851501465,
|
| 86 |
+
"learning_rate": 6.282026218706118e-05,
|
| 87 |
+
"loss": 0.0,
|
| 88 |
+
"step": 800
|
| 89 |
+
},
|
| 90 |
+
{
|
| 91 |
+
"epoch": 1.8,
|
| 92 |
+
"grad_norm": 1.4897408485412598,
|
| 93 |
+
"learning_rate": 6.194787970980717e-05,
|
| 94 |
+
"loss": 0.0114,
|
| 95 |
+
"step": 900
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"epoch": 2.0,
|
| 99 |
+
"grad_norm": 1.9127349853515625,
|
| 100 |
+
"learning_rate": 6.107549723255315e-05,
|
| 101 |
+
"loss": 25991.0925,
|
| 102 |
+
"step": 1000
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"epoch": 2.0,
|
| 106 |
+
"eval_economic_inequality_accuracy": 0.8224181360201511,
|
| 107 |
+
"eval_economic_inequality_f1": 0.7973444391161673,
|
| 108 |
+
"eval_economic_policy_benefits_accuracy": 0.8215488215488216,
|
| 109 |
+
"eval_economic_policy_benefits_f1": 0.7410643713786043,
|
| 110 |
+
"eval_ethnic_boundaries_accuracy": 0.9330065359477124,
|
| 111 |
+
"eval_ethnic_boundaries_f1": 0.9306378882302275,
|
| 112 |
+
"eval_language_policy_accuracy": 0.6764705882352942,
|
| 113 |
+
"eval_language_policy_f1": 0.545923632610939,
|
| 114 |
+
"eval_loss": NaN,
|
| 115 |
+
"eval_mother_tongue_education_accuracy": 0.7777777777777778,
|
| 116 |
+
"eval_mother_tongue_education_f1": 0.6805555555555556,
|
| 117 |
+
"eval_overall_accuracy": 0.8117800455760427,
|
| 118 |
+
"eval_overall_f1": 0.7478535187845178,
|
| 119 |
+
"eval_religion_ethnic_identity_accuracy": 0.839458413926499,
|
| 120 |
+
"eval_religion_ethnic_identity_f1": 0.7915952258156131,
|
| 121 |
+
"eval_runtime": 4.4757,
|
| 122 |
+
"eval_samples_per_second": 893.725,
|
| 123 |
+
"eval_steps_per_second": 55.858,
|
| 124 |
+
"step": 1000
|
| 125 |
+
},
|
| 126 |
+
{
|
| 127 |
+
"epoch": 2.2,
|
| 128 |
+
"grad_norm": 0.9552398324012756,
|
| 129 |
+
"learning_rate": 6.020311475529915e-05,
|
| 130 |
+
"loss": 0.0,
|
| 131 |
+
"step": 1100
|
| 132 |
+
},
|
| 133 |
+
{
|
| 134 |
+
"epoch": 2.4,
|
| 135 |
+
"grad_norm": 1.114319920539856,
|
| 136 |
+
"learning_rate": 5.9330732278045136e-05,
|
| 137 |
+
"loss": 0.0009,
|
| 138 |
+
"step": 1200
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"epoch": 2.6,
|
| 142 |
+
"grad_norm": 0.16842737793922424,
|
| 143 |
+
"learning_rate": 5.845834980079113e-05,
|
| 144 |
+
"loss": 0.0,
|
| 145 |
+
"step": 1300
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"epoch": 2.8,
|
| 149 |
+
"grad_norm": 1.0355138778686523,
|
| 150 |
+
"learning_rate": 5.758596732353712e-05,
|
| 151 |
+
"loss": 0.0638,
|
| 152 |
+
"step": 1400
|
| 153 |
+
},
|
| 154 |
+
{
|
| 155 |
+
"epoch": 3.0,
|
| 156 |
+
"grad_norm": 0.5731643438339233,
|
| 157 |
+
"learning_rate": 5.6713584846283115e-05,
|
| 158 |
+
"loss": 0.0,
|
| 159 |
+
"step": 1500
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"epoch": 3.0,
|
| 163 |
+
"eval_economic_inequality_accuracy": 0.8224181360201511,
|
| 164 |
+
"eval_economic_inequality_f1": 0.7938100421450593,
|
| 165 |
+
"eval_economic_policy_benefits_accuracy": 0.8383838383838383,
|
| 166 |
+
"eval_economic_policy_benefits_f1": 0.8108014554114583,
|
| 167 |
+
"eval_ethnic_boundaries_accuracy": 0.9395424836601307,
|
| 168 |
+
"eval_ethnic_boundaries_f1": 0.9340440546398507,
|
| 169 |
+
"eval_language_policy_accuracy": 0.6764705882352942,
|
| 170 |
+
"eval_language_policy_f1": 0.6109373423468875,
|
| 171 |
+
"eval_loss": NaN,
|
| 172 |
+
"eval_mother_tongue_education_accuracy": 0.7777777777777778,
|
| 173 |
+
"eval_mother_tongue_education_f1": 0.7407407407407408,
|
| 174 |
+
"eval_overall_accuracy": 0.8150304610083521,
|
| 175 |
+
"eval_overall_f1": 0.7817611579593701,
|
| 176 |
+
"eval_religion_ethnic_identity_accuracy": 0.8355899419729207,
|
| 177 |
+
"eval_religion_ethnic_identity_f1": 0.8002333124722241,
|
| 178 |
+
"eval_runtime": 4.4858,
|
| 179 |
+
"eval_samples_per_second": 891.71,
|
| 180 |
+
"eval_steps_per_second": 55.732,
|
| 181 |
+
"step": 1500
|
| 182 |
+
},
|
| 183 |
+
{
|
| 184 |
+
"epoch": 3.2,
|
| 185 |
+
"grad_norm": 0.58502596616745,
|
| 186 |
+
"learning_rate": 5.58412023690291e-05,
|
| 187 |
+
"loss": 0.0013,
|
| 188 |
+
"step": 1600
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"epoch": 3.4,
|
| 192 |
+
"grad_norm": 12.144497871398926,
|
| 193 |
+
"learning_rate": 5.49688198917751e-05,
|
| 194 |
+
"loss": 0.0,
|
| 195 |
+
"step": 1700
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 3.6,
|
| 199 |
+
"grad_norm": 0.9917765259742737,
|
| 200 |
+
"learning_rate": 5.4096437414521086e-05,
|
| 201 |
+
"loss": 0.1593,
|
| 202 |
+
"step": 1800
|
| 203 |
+
},
|
| 204 |
+
{
|
| 205 |
+
"epoch": 3.8,
|
| 206 |
+
"grad_norm": 0.2664477825164795,
|
| 207 |
+
"learning_rate": 5.3224054937267074e-05,
|
| 208 |
+
"loss": 0.0082,
|
| 209 |
+
"step": 1900
|
| 210 |
+
},
|
| 211 |
+
{
|
| 212 |
+
"epoch": 4.0,
|
| 213 |
+
"grad_norm": 0.33486196398735046,
|
| 214 |
+
"learning_rate": 5.235167246001307e-05,
|
| 215 |
+
"loss": 0.0,
|
| 216 |
+
"step": 2000
|
| 217 |
+
},
|
| 218 |
+
{
|
| 219 |
+
"epoch": 4.0,
|
| 220 |
+
"eval_economic_inequality_accuracy": 0.783375314861461,
|
| 221 |
+
"eval_economic_inequality_f1": 0.7832095348608167,
|
| 222 |
+
"eval_economic_policy_benefits_accuracy": 0.7845117845117845,
|
| 223 |
+
"eval_economic_policy_benefits_f1": 0.7745310880322321,
|
| 224 |
+
"eval_ethnic_boundaries_accuracy": 0.9101307189542484,
|
| 225 |
+
"eval_ethnic_boundaries_f1": 0.9195608338612992,
|
| 226 |
+
"eval_language_policy_accuracy": 0.6176470588235294,
|
| 227 |
+
"eval_language_policy_f1": 0.5673853251707923,
|
| 228 |
+
"eval_loss": NaN,
|
| 229 |
+
"eval_mother_tongue_education_accuracy": 0.7777777777777778,
|
| 230 |
+
"eval_mother_tongue_education_f1": 0.7407407407407408,
|
| 231 |
+
"eval_overall_accuracy": 0.780003176208314,
|
| 232 |
+
"eval_overall_f1": 0.7667330042293844,
|
| 233 |
+
"eval_religion_ethnic_identity_accuracy": 0.8065764023210832,
|
| 234 |
+
"eval_religion_ethnic_identity_f1": 0.8149705027104255,
|
| 235 |
+
"eval_runtime": 4.4762,
|
| 236 |
+
"eval_samples_per_second": 893.625,
|
| 237 |
+
"eval_steps_per_second": 55.852,
|
| 238 |
+
"step": 2000
|
| 239 |
+
},
|
| 240 |
+
{
|
| 241 |
+
"epoch": 4.2,
|
| 242 |
+
"grad_norm": 0.5987537503242493,
|
| 243 |
+
"learning_rate": 5.147928998275906e-05,
|
| 244 |
+
"loss": 0.0,
|
| 245 |
+
"step": 2100
|
| 246 |
+
},
|
| 247 |
+
{
|
| 248 |
+
"epoch": 4.4,
|
| 249 |
+
"grad_norm": 0.334614634513855,
|
| 250 |
+
"learning_rate": 5.060690750550505e-05,
|
| 251 |
+
"loss": 0.0001,
|
| 252 |
+
"step": 2200
|
| 253 |
+
},
|
| 254 |
+
{
|
| 255 |
+
"epoch": 4.6,
|
| 256 |
+
"grad_norm": 1.4746909141540527,
|
| 257 |
+
"learning_rate": 4.973452502825104e-05,
|
| 258 |
+
"loss": 0.0277,
|
| 259 |
+
"step": 2300
|
| 260 |
+
},
|
| 261 |
+
{
|
| 262 |
+
"epoch": 4.8,
|
| 263 |
+
"grad_norm": 4.362077236175537,
|
| 264 |
+
"learning_rate": 4.8862142550997035e-05,
|
| 265 |
+
"loss": 0.0004,
|
| 266 |
+
"step": 2400
|
| 267 |
+
},
|
| 268 |
+
{
|
| 269 |
+
"epoch": 5.0,
|
| 270 |
+
"grad_norm": 2.2466182708740234,
|
| 271 |
+
"learning_rate": 4.7989760073743024e-05,
|
| 272 |
+
"loss": 0.0,
|
| 273 |
+
"step": 2500
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 5.0,
|
| 277 |
+
"eval_economic_inequality_accuracy": 0.8047858942065491,
|
| 278 |
+
"eval_economic_inequality_f1": 0.7888912978895618,
|
| 279 |
+
"eval_economic_policy_benefits_accuracy": 0.8215488215488216,
|
| 280 |
+
"eval_economic_policy_benefits_f1": 0.7944704711827999,
|
| 281 |
+
"eval_ethnic_boundaries_accuracy": 0.9411764705882353,
|
| 282 |
+
"eval_ethnic_boundaries_f1": 0.937363686657517,
|
| 283 |
+
"eval_language_policy_accuracy": 0.6764705882352942,
|
| 284 |
+
"eval_language_policy_f1": 0.5869281045751634,
|
| 285 |
+
"eval_loss": NaN,
|
| 286 |
+
"eval_mother_tongue_education_accuracy": 0.7777777777777778,
|
| 287 |
+
"eval_mother_tongue_education_f1": 0.7407407407407408,
|
| 288 |
+
"eval_overall_accuracy": 0.8098806217177312,
|
| 289 |
+
"eval_overall_f1": 0.7790807091747901,
|
| 290 |
+
"eval_religion_ethnic_identity_accuracy": 0.8375241779497099,
|
| 291 |
+
"eval_religion_ethnic_identity_f1": 0.8260899540029579,
|
| 292 |
+
"eval_runtime": 4.4734,
|
| 293 |
+
"eval_samples_per_second": 894.178,
|
| 294 |
+
"eval_steps_per_second": 55.886,
|
| 295 |
+
"step": 2500
|
| 296 |
+
}
|
| 297 |
+
],
|
| 298 |
+
"logging_steps": 100,
|
| 299 |
+
"max_steps": 8000,
|
| 300 |
+
"num_input_tokens_seen": 0,
|
| 301 |
+
"num_train_epochs": 16,
|
| 302 |
+
"save_steps": 500,
|
| 303 |
+
"stateful_callbacks": {
|
| 304 |
+
"EarlyStoppingCallback": {
|
| 305 |
+
"args": {
|
| 306 |
+
"early_stopping_patience": 2,
|
| 307 |
+
"early_stopping_threshold": 0.0
|
| 308 |
+
},
|
| 309 |
+
"attributes": {
|
| 310 |
+
"early_stopping_patience_counter": 2
|
| 311 |
+
}
|
| 312 |
+
},
|
| 313 |
+
"TrainerControl": {
|
| 314 |
+
"args": {
|
| 315 |
+
"should_epoch_stop": false,
|
| 316 |
+
"should_evaluate": false,
|
| 317 |
+
"should_log": false,
|
| 318 |
+
"should_save": true,
|
| 319 |
+
"should_training_stop": true
|
| 320 |
+
},
|
| 321 |
+
"attributes": {}
|
| 322 |
+
}
|
| 323 |
+
},
|
| 324 |
+
"total_flos": 2.105190825984e+16,
|
| 325 |
+
"train_batch_size": 8,
|
| 326 |
+
"trial_name": null,
|
| 327 |
+
"trial_params": {
|
| 328 |
+
"gradient_accumulation_steps": 4,
|
| 329 |
+
"learning_rate": 6.873501538284335e-05,
|
| 330 |
+
"num_train_epochs": 16,
|
| 331 |
+
"per_device_train_batch_size": 8,
|
| 332 |
+
"warmup_steps": 121,
|
| 333 |
+
"weight_decay": 0.08748775333302956
|
| 334 |
+
}
|
| 335 |
+
}
|
run-3/checkpoint-2500/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f25b0890fc1a55f215dd25d4ee6812fa588a4d653eedd59fd60c8d3a14cbe61a
|
| 3 |
+
size 5777
|
run-4/checkpoint-1000/config.json
ADDED
|
@@ -0,0 +1,65 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"BertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"gradient_checkpointing": false,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "LABEL_0",
|
| 13 |
+
"1": "LABEL_1",
|
| 14 |
+
"2": "LABEL_2",
|
| 15 |
+
"3": "LABEL_3",
|
| 16 |
+
"4": "LABEL_4",
|
| 17 |
+
"5": "LABEL_5",
|
| 18 |
+
"6": "LABEL_6",
|
| 19 |
+
"7": "LABEL_7",
|
| 20 |
+
"8": "LABEL_8",
|
| 21 |
+
"9": "LABEL_9",
|
| 22 |
+
"10": "LABEL_10",
|
| 23 |
+
"11": "LABEL_11",
|
| 24 |
+
"12": "LABEL_12",
|
| 25 |
+
"13": "LABEL_13",
|
| 26 |
+
"14": "LABEL_14",
|
| 27 |
+
"15": "LABEL_15",
|
| 28 |
+
"16": "LABEL_16",
|
| 29 |
+
"17": "LABEL_17"
|
| 30 |
+
},
|
| 31 |
+
"initializer_range": 0.02,
|
| 32 |
+
"intermediate_size": 3072,
|
| 33 |
+
"label2id": {
|
| 34 |
+
"LABEL_0": 0,
|
| 35 |
+
"LABEL_1": 1,
|
| 36 |
+
"LABEL_10": 10,
|
| 37 |
+
"LABEL_11": 11,
|
| 38 |
+
"LABEL_12": 12,
|
| 39 |
+
"LABEL_13": 13,
|
| 40 |
+
"LABEL_14": 14,
|
| 41 |
+
"LABEL_15": 15,
|
| 42 |
+
"LABEL_16": 16,
|
| 43 |
+
"LABEL_17": 17,
|
| 44 |
+
"LABEL_2": 2,
|
| 45 |
+
"LABEL_3": 3,
|
| 46 |
+
"LABEL_4": 4,
|
| 47 |
+
"LABEL_5": 5,
|
| 48 |
+
"LABEL_6": 6,
|
| 49 |
+
"LABEL_7": 7,
|
| 50 |
+
"LABEL_8": 8,
|
| 51 |
+
"LABEL_9": 9
|
| 52 |
+
},
|
| 53 |
+
"layer_norm_eps": 1e-12,
|
| 54 |
+
"max_position_embeddings": 512,
|
| 55 |
+
"model_type": "bert",
|
| 56 |
+
"num_attention_heads": 12,
|
| 57 |
+
"num_hidden_layers": 12,
|
| 58 |
+
"pad_token_id": 0,
|
| 59 |
+
"position_embedding_type": "absolute",
|
| 60 |
+
"torch_dtype": "float32",
|
| 61 |
+
"transformers_version": "4.55.4",
|
| 62 |
+
"type_vocab_size": 2,
|
| 63 |
+
"use_cache": true,
|
| 64 |
+
"vocab_size": 30522
|
| 65 |
+
}
|
run-4/checkpoint-1000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b153083e3247a53ddfa45f8ace862dd036680a0af16004e032aae994694c3ccb
|
| 3 |
+
size 438007864
|
run-4/checkpoint-1000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b7302841e07ab5eda5430dc0385819e43b7bf640bc93cb0738a885a8ec4a6a93
|
| 3 |
+
size 876140043
|
run-4/checkpoint-1000/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:048b04c7b3a288839e6f9d3960cc6c47e42593576af476929e4d0adce308d3f2
|
| 3 |
+
size 14645
|
run-4/checkpoint-1000/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f7f2f965d2db5576ee3b15eb73913964e83bfa88d286b89a8af0f82b0923633f
|
| 3 |
+
size 1383
|
run-4/checkpoint-1000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d63a7d843bba1326c5c800cfa088f77df4fab7ec4c535a9c7c5bf4694d26d305
|
| 3 |
+
size 1465
|
run-4/checkpoint-1000/trainer_state.json
ADDED
|
@@ -0,0 +1,142 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1000,
|
| 3 |
+
"best_metric": 0.7331392486819855,
|
| 4 |
+
"best_model_checkpoint": "./results/run-4/checkpoint-1000",
|
| 5 |
+
"epoch": 1.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 1000,
|
| 8 |
+
"is_hyper_param_search": true,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.1,
|
| 14 |
+
"grad_norm": 3.002380609512329,
|
| 15 |
+
"learning_rate": 4.572943108695439e-06,
|
| 16 |
+
"loss": 0.296,
|
| 17 |
+
"step": 100
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.2,
|
| 21 |
+
"grad_norm": 0.9367781281471252,
|
| 22 |
+
"learning_rate": 9.192077561923155e-06,
|
| 23 |
+
"loss": 1.0274,
|
| 24 |
+
"step": 200
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.3,
|
| 28 |
+
"grad_norm": 0.7274576425552368,
|
| 29 |
+
"learning_rate": 1.3811212015150872e-05,
|
| 30 |
+
"loss": 0.0,
|
| 31 |
+
"step": 300
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 0.4,
|
| 35 |
+
"grad_norm": 44.297061920166016,
|
| 36 |
+
"learning_rate": 1.8430346468378586e-05,
|
| 37 |
+
"loss": 0.0,
|
| 38 |
+
"step": 400
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 0.5,
|
| 42 |
+
"grad_norm": 1.0151411294937134,
|
| 43 |
+
"learning_rate": 2.3049480921606306e-05,
|
| 44 |
+
"loss": 0.0,
|
| 45 |
+
"step": 500
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 0.6,
|
| 49 |
+
"grad_norm": 1.208032488822937,
|
| 50 |
+
"learning_rate": 2.766861537483402e-05,
|
| 51 |
+
"loss": 0.0,
|
| 52 |
+
"step": 600
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 0.7,
|
| 56 |
+
"grad_norm": 6.984821319580078,
|
| 57 |
+
"learning_rate": 3.2287749828061733e-05,
|
| 58 |
+
"loss": 0.0342,
|
| 59 |
+
"step": 700
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 0.8,
|
| 63 |
+
"grad_norm": 1.5860588550567627,
|
| 64 |
+
"learning_rate": 3.690688428128945e-05,
|
| 65 |
+
"loss": 0.0488,
|
| 66 |
+
"step": 800
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"epoch": 0.9,
|
| 70 |
+
"grad_norm": 0.7841507196426392,
|
| 71 |
+
"learning_rate": 4.152601873451717e-05,
|
| 72 |
+
"loss": 0.0314,
|
| 73 |
+
"step": 900
|
| 74 |
+
},
|
| 75 |
+
{
|
| 76 |
+
"epoch": 1.0,
|
| 77 |
+
"grad_norm": 0.9344207644462585,
|
| 78 |
+
"learning_rate": 4.414230747586468e-05,
|
| 79 |
+
"loss": 0.0356,
|
| 80 |
+
"step": 1000
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 1.0,
|
| 84 |
+
"eval_economic_inequality_accuracy": 0.7783375314861462,
|
| 85 |
+
"eval_economic_inequality_f1": 0.6829252350399464,
|
| 86 |
+
"eval_economic_policy_benefits_accuracy": 0.8215488215488216,
|
| 87 |
+
"eval_economic_policy_benefits_f1": 0.752833443442648,
|
| 88 |
+
"eval_ethnic_boundaries_accuracy": 0.9493464052287581,
|
| 89 |
+
"eval_ethnic_boundaries_f1": 0.9305506350938352,
|
| 90 |
+
"eval_language_policy_accuracy": 0.6764705882352942,
|
| 91 |
+
"eval_language_policy_f1": 0.555672268907563,
|
| 92 |
+
"eval_loss": NaN,
|
| 93 |
+
"eval_mother_tongue_education_accuracy": 0.7777777777777778,
|
| 94 |
+
"eval_mother_tongue_education_f1": 0.6805555555555556,
|
| 95 |
+
"eval_overall_accuracy": 0.8090908256773385,
|
| 96 |
+
"eval_overall_f1": 0.7331392486819855,
|
| 97 |
+
"eval_religion_ethnic_identity_accuracy": 0.851063829787234,
|
| 98 |
+
"eval_religion_ethnic_identity_f1": 0.7962983540523647,
|
| 99 |
+
"eval_runtime": 4.4716,
|
| 100 |
+
"eval_samples_per_second": 894.535,
|
| 101 |
+
"eval_steps_per_second": 55.908,
|
| 102 |
+
"step": 1000
|
| 103 |
+
}
|
| 104 |
+
],
|
| 105 |
+
"logging_steps": 100,
|
| 106 |
+
"max_steps": 5000,
|
| 107 |
+
"num_input_tokens_seen": 0,
|
| 108 |
+
"num_train_epochs": 5,
|
| 109 |
+
"save_steps": 500,
|
| 110 |
+
"stateful_callbacks": {
|
| 111 |
+
"EarlyStoppingCallback": {
|
| 112 |
+
"args": {
|
| 113 |
+
"early_stopping_patience": 2,
|
| 114 |
+
"early_stopping_threshold": 0.0
|
| 115 |
+
},
|
| 116 |
+
"attributes": {
|
| 117 |
+
"early_stopping_patience_counter": 0
|
| 118 |
+
}
|
| 119 |
+
},
|
| 120 |
+
"TrainerControl": {
|
| 121 |
+
"args": {
|
| 122 |
+
"should_epoch_stop": false,
|
| 123 |
+
"should_evaluate": false,
|
| 124 |
+
"should_log": false,
|
| 125 |
+
"should_save": true,
|
| 126 |
+
"should_training_stop": false
|
| 127 |
+
},
|
| 128 |
+
"attributes": {}
|
| 129 |
+
}
|
| 130 |
+
},
|
| 131 |
+
"total_flos": 4210381651968000.0,
|
| 132 |
+
"train_batch_size": 16,
|
| 133 |
+
"trial_name": null,
|
| 134 |
+
"trial_params": {
|
| 135 |
+
"gradient_accumulation_steps": 1,
|
| 136 |
+
"learning_rate": 4.452845612911518e-05,
|
| 137 |
+
"num_train_epochs": 5,
|
| 138 |
+
"per_device_train_batch_size": 16,
|
| 139 |
+
"warmup_steps": 964,
|
| 140 |
+
"weight_decay": 0.08427803271887896
|
| 141 |
+
}
|
| 142 |
+
}
|
run-4/checkpoint-1000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a4ad559f091ae7757869f5224f652bb49e6e3989ffd03fbb0eefdb9252513c40
|
| 3 |
+
size 5777
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5777
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a4ad559f091ae7757869f5224f652bb49e6e3989ffd03fbb0eefdb9252513c40
|
| 3 |
size 5777
|