Training in progress, epoch 3
Browse files- model.safetensors +1 -1
- run-0/checkpoint-6000/config.json +65 -0
- run-0/checkpoint-6000/model.safetensors +3 -0
- run-0/checkpoint-6000/optimizer.pt +3 -0
- run-0/checkpoint-6000/rng_state.pth +3 -0
- run-0/checkpoint-6000/scaler.pt +3 -0
- run-0/checkpoint-6000/scheduler.pt +3 -0
- run-0/checkpoint-6000/trainer_state.json +536 -0
- run-0/checkpoint-6000/training_args.bin +3 -0
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 sha256:26d45660e79eae18a1d64284246777a584fb8ee16373738db06275d022d6d302
|
| 3 |
size 438007864
|
run-0/checkpoint-6000/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-0/checkpoint-6000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:26d45660e79eae18a1d64284246777a584fb8ee16373738db06275d022d6d302
|
| 3 |
+
size 438007864
|
run-0/checkpoint-6000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:39c1f923ba57a48157f78126b95da5409a7dd604bfb0fc514716c3e876dbc2e7
|
| 3 |
+
size 876140043
|
run-0/checkpoint-6000/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:853c64a36d920f68957f9512fc79a83588307b0ec23c83a30caebc328b0f31db
|
| 3 |
+
size 14645
|
run-0/checkpoint-6000/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:77fdcd5b11c0aa6b0b8ab80a017a3385c1d0bd0d4c15102fbc89a2be040e5a69
|
| 3 |
+
size 1383
|
run-0/checkpoint-6000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cdfd4d542f49f82c6c7923b41668e8af5063d7ff6f25e67b417419e910f8af45
|
| 3 |
+
size 1465
|
run-0/checkpoint-6000/trainer_state.json
ADDED
|
@@ -0,0 +1,536 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 4000,
|
| 3 |
+
"best_metric": 0.7960173130694123,
|
| 4 |
+
"best_model_checkpoint": "./results/run-0/checkpoint-4000",
|
| 5 |
+
"epoch": 3.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 6000,
|
| 8 |
+
"is_hyper_param_search": true,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.05,
|
| 14 |
+
"grad_norm": 2.039576768875122,
|
| 15 |
+
"learning_rate": 1.447537100215313e-06,
|
| 16 |
+
"loss": 0.0,
|
| 17 |
+
"step": 100
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.1,
|
| 21 |
+
"grad_norm": 4.460484504699707,
|
| 22 |
+
"learning_rate": 2.9096957873014878e-06,
|
| 23 |
+
"loss": 0.0821,
|
| 24 |
+
"step": 200
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.15,
|
| 28 |
+
"grad_norm": 26.84711456298828,
|
| 29 |
+
"learning_rate": 4.371854474387663e-06,
|
| 30 |
+
"loss": 0.0519,
|
| 31 |
+
"step": 300
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 0.2,
|
| 35 |
+
"grad_norm": 0.6646966934204102,
|
| 36 |
+
"learning_rate": 5.834013161473838e-06,
|
| 37 |
+
"loss": 0.0,
|
| 38 |
+
"step": 400
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 0.25,
|
| 42 |
+
"grad_norm": 1.8385223150253296,
|
| 43 |
+
"learning_rate": 7.296171848560012e-06,
|
| 44 |
+
"loss": 0.0,
|
| 45 |
+
"step": 500
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 0.3,
|
| 49 |
+
"grad_norm": 0.9234638810157776,
|
| 50 |
+
"learning_rate": 8.758330535646188e-06,
|
| 51 |
+
"loss": 0.0,
|
| 52 |
+
"step": 600
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 0.35,
|
| 56 |
+
"grad_norm": 38.24382400512695,
|
| 57 |
+
"learning_rate": 9.9933989317167e-06,
|
| 58 |
+
"loss": 0.0,
|
| 59 |
+
"step": 700
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 0.4,
|
| 63 |
+
"grad_norm": 42.83884811401367,
|
| 64 |
+
"learning_rate": 9.94162234536513e-06,
|
| 65 |
+
"loss": 0.0,
|
| 66 |
+
"step": 800
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"epoch": 0.45,
|
| 70 |
+
"grad_norm": 0.8020399808883667,
|
| 71 |
+
"learning_rate": 9.889845759013559e-06,
|
| 72 |
+
"loss": 0.0,
|
| 73 |
+
"step": 900
|
| 74 |
+
},
|
| 75 |
+
{
|
| 76 |
+
"epoch": 0.5,
|
| 77 |
+
"grad_norm": 0.86091148853302,
|
| 78 |
+
"learning_rate": 9.838069172661988e-06,
|
| 79 |
+
"loss": 0.0,
|
| 80 |
+
"step": 1000
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 0.55,
|
| 84 |
+
"grad_norm": 0.16439934074878693,
|
| 85 |
+
"learning_rate": 9.786292586310415e-06,
|
| 86 |
+
"loss": 0.0,
|
| 87 |
+
"step": 1100
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 0.6,
|
| 91 |
+
"grad_norm": 2.752115488052368,
|
| 92 |
+
"learning_rate": 9.734515999958846e-06,
|
| 93 |
+
"loss": 0.0,
|
| 94 |
+
"step": 1200
|
| 95 |
+
},
|
| 96 |
+
{
|
| 97 |
+
"epoch": 0.65,
|
| 98 |
+
"grad_norm": 1.5777802467346191,
|
| 99 |
+
"learning_rate": 9.682739413607275e-06,
|
| 100 |
+
"loss": 0.0,
|
| 101 |
+
"step": 1300
|
| 102 |
+
},
|
| 103 |
+
{
|
| 104 |
+
"epoch": 0.7,
|
| 105 |
+
"grad_norm": 5.708035945892334,
|
| 106 |
+
"learning_rate": 9.630962827255703e-06,
|
| 107 |
+
"loss": 0.0598,
|
| 108 |
+
"step": 1400
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"epoch": 0.75,
|
| 112 |
+
"grad_norm": 0.3160113990306854,
|
| 113 |
+
"learning_rate": 9.579186240904132e-06,
|
| 114 |
+
"loss": 0.0441,
|
| 115 |
+
"step": 1500
|
| 116 |
+
},
|
| 117 |
+
{
|
| 118 |
+
"epoch": 0.8,
|
| 119 |
+
"grad_norm": 1.2273201942443848,
|
| 120 |
+
"learning_rate": 9.527409654552563e-06,
|
| 121 |
+
"loss": 0.0,
|
| 122 |
+
"step": 1600
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
"epoch": 0.85,
|
| 126 |
+
"grad_norm": 29.215551376342773,
|
| 127 |
+
"learning_rate": 9.47563306820099e-06,
|
| 128 |
+
"loss": 0.0,
|
| 129 |
+
"step": 1700
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 0.9,
|
| 133 |
+
"grad_norm": 0.18806450068950653,
|
| 134 |
+
"learning_rate": 9.42385648184942e-06,
|
| 135 |
+
"loss": 0.0,
|
| 136 |
+
"step": 1800
|
| 137 |
+
},
|
| 138 |
+
{
|
| 139 |
+
"epoch": 0.95,
|
| 140 |
+
"grad_norm": 0.41723617911338806,
|
| 141 |
+
"learning_rate": 9.372079895497849e-06,
|
| 142 |
+
"loss": 0.0183,
|
| 143 |
+
"step": 1900
|
| 144 |
+
},
|
| 145 |
+
{
|
| 146 |
+
"epoch": 1.0,
|
| 147 |
+
"grad_norm": 1.9550623893737793,
|
| 148 |
+
"learning_rate": 9.32030330914628e-06,
|
| 149 |
+
"loss": 0.0,
|
| 150 |
+
"step": 2000
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"epoch": 1.0,
|
| 154 |
+
"eval_economic_inequality_accuracy": 0.8047858942065491,
|
| 155 |
+
"eval_economic_inequality_f1": 0.7536914695213144,
|
| 156 |
+
"eval_economic_policy_benefits_accuracy": 0.8282828282828283,
|
| 157 |
+
"eval_economic_policy_benefits_f1": 0.7567090529234769,
|
| 158 |
+
"eval_ethnic_boundaries_accuracy": 0.9526143790849673,
|
| 159 |
+
"eval_ethnic_boundaries_f1": 0.9344984933861545,
|
| 160 |
+
"eval_language_policy_accuracy": 0.7058823529411765,
|
| 161 |
+
"eval_language_policy_f1": 0.6071428571428571,
|
| 162 |
+
"eval_loss": NaN,
|
| 163 |
+
"eval_mother_tongue_education_accuracy": 0.8888888888888888,
|
| 164 |
+
"eval_mother_tongue_education_f1": 0.837037037037037,
|
| 165 |
+
"eval_overall_accuracy": 0.8392311075242039,
|
| 166 |
+
"eval_overall_f1": 0.782435168791527,
|
| 167 |
+
"eval_religion_ethnic_identity_accuracy": 0.8549323017408124,
|
| 168 |
+
"eval_religion_ethnic_identity_f1": 0.8055321027383222,
|
| 169 |
+
"eval_runtime": 4.4874,
|
| 170 |
+
"eval_samples_per_second": 891.378,
|
| 171 |
+
"eval_steps_per_second": 55.711,
|
| 172 |
+
"step": 2000
|
| 173 |
+
},
|
| 174 |
+
{
|
| 175 |
+
"epoch": 1.05,
|
| 176 |
+
"grad_norm": 2.762986183166504,
|
| 177 |
+
"learning_rate": 9.268526722794707e-06,
|
| 178 |
+
"loss": 0.0,
|
| 179 |
+
"step": 2100
|
| 180 |
+
},
|
| 181 |
+
{
|
| 182 |
+
"epoch": 1.1,
|
| 183 |
+
"grad_norm": 0.5487369298934937,
|
| 184 |
+
"learning_rate": 9.216750136443136e-06,
|
| 185 |
+
"loss": 0.0,
|
| 186 |
+
"step": 2200
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"epoch": 1.15,
|
| 190 |
+
"grad_norm": 4.76751184463501,
|
| 191 |
+
"learning_rate": 9.164973550091565e-06,
|
| 192 |
+
"loss": 0.0102,
|
| 193 |
+
"step": 2300
|
| 194 |
+
},
|
| 195 |
+
{
|
| 196 |
+
"epoch": 1.2,
|
| 197 |
+
"grad_norm": 2.681756019592285,
|
| 198 |
+
"learning_rate": 9.113196963739995e-06,
|
| 199 |
+
"loss": 0.0,
|
| 200 |
+
"step": 2400
|
| 201 |
+
},
|
| 202 |
+
{
|
| 203 |
+
"epoch": 1.25,
|
| 204 |
+
"grad_norm": 0.24124185740947723,
|
| 205 |
+
"learning_rate": 9.061420377388424e-06,
|
| 206 |
+
"loss": 0.0,
|
| 207 |
+
"step": 2500
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"epoch": 1.3,
|
| 211 |
+
"grad_norm": 1.943154215812683,
|
| 212 |
+
"learning_rate": 9.009643791036853e-06,
|
| 213 |
+
"loss": 0.0,
|
| 214 |
+
"step": 2600
|
| 215 |
+
},
|
| 216 |
+
{
|
| 217 |
+
"epoch": 1.35,
|
| 218 |
+
"grad_norm": 0.28053101897239685,
|
| 219 |
+
"learning_rate": 8.957867204685282e-06,
|
| 220 |
+
"loss": 0.0347,
|
| 221 |
+
"step": 2700
|
| 222 |
+
},
|
| 223 |
+
{
|
| 224 |
+
"epoch": 1.4,
|
| 225 |
+
"grad_norm": 1.7952568531036377,
|
| 226 |
+
"learning_rate": 8.906090618333711e-06,
|
| 227 |
+
"loss": 0.4436,
|
| 228 |
+
"step": 2800
|
| 229 |
+
},
|
| 230 |
+
{
|
| 231 |
+
"epoch": 1.45,
|
| 232 |
+
"grad_norm": 3.859933614730835,
|
| 233 |
+
"learning_rate": 8.85431403198214e-06,
|
| 234 |
+
"loss": 0.0,
|
| 235 |
+
"step": 2900
|
| 236 |
+
},
|
| 237 |
+
{
|
| 238 |
+
"epoch": 1.5,
|
| 239 |
+
"grad_norm": 1.094464898109436,
|
| 240 |
+
"learning_rate": 8.80253744563057e-06,
|
| 241 |
+
"loss": 0.0,
|
| 242 |
+
"step": 3000
|
| 243 |
+
},
|
| 244 |
+
{
|
| 245 |
+
"epoch": 1.55,
|
| 246 |
+
"grad_norm": 0.5670285820960999,
|
| 247 |
+
"learning_rate": 8.750760859278999e-06,
|
| 248 |
+
"loss": 0.0,
|
| 249 |
+
"step": 3100
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 1.6,
|
| 253 |
+
"grad_norm": 2.8412418365478516,
|
| 254 |
+
"learning_rate": 8.698984272927428e-06,
|
| 255 |
+
"loss": 0.0,
|
| 256 |
+
"step": 3200
|
| 257 |
+
},
|
| 258 |
+
{
|
| 259 |
+
"epoch": 1.65,
|
| 260 |
+
"grad_norm": 65.82475280761719,
|
| 261 |
+
"learning_rate": 8.647207686575855e-06,
|
| 262 |
+
"loss": 0.0,
|
| 263 |
+
"step": 3300
|
| 264 |
+
},
|
| 265 |
+
{
|
| 266 |
+
"epoch": 1.7,
|
| 267 |
+
"grad_norm": 8.976615905761719,
|
| 268 |
+
"learning_rate": 8.595431100224286e-06,
|
| 269 |
+
"loss": 0.0048,
|
| 270 |
+
"step": 3400
|
| 271 |
+
},
|
| 272 |
+
{
|
| 273 |
+
"epoch": 1.75,
|
| 274 |
+
"grad_norm": 126.71548461914062,
|
| 275 |
+
"learning_rate": 8.543654513872716e-06,
|
| 276 |
+
"loss": 0.0,
|
| 277 |
+
"step": 3500
|
| 278 |
+
},
|
| 279 |
+
{
|
| 280 |
+
"epoch": 1.8,
|
| 281 |
+
"grad_norm": 0.595015823841095,
|
| 282 |
+
"learning_rate": 8.491877927521143e-06,
|
| 283 |
+
"loss": 0.0033,
|
| 284 |
+
"step": 3600
|
| 285 |
+
},
|
| 286 |
+
{
|
| 287 |
+
"epoch": 1.85,
|
| 288 |
+
"grad_norm": 3.98215651512146,
|
| 289 |
+
"learning_rate": 8.440101341169572e-06,
|
| 290 |
+
"loss": 0.1482,
|
| 291 |
+
"step": 3700
|
| 292 |
+
},
|
| 293 |
+
{
|
| 294 |
+
"epoch": 1.9,
|
| 295 |
+
"grad_norm": 3.0417540073394775,
|
| 296 |
+
"learning_rate": 8.388324754818003e-06,
|
| 297 |
+
"loss": 0.0031,
|
| 298 |
+
"step": 3800
|
| 299 |
+
},
|
| 300 |
+
{
|
| 301 |
+
"epoch": 1.95,
|
| 302 |
+
"grad_norm": 27.85649299621582,
|
| 303 |
+
"learning_rate": 8.33654816846643e-06,
|
| 304 |
+
"loss": 0.0589,
|
| 305 |
+
"step": 3900
|
| 306 |
+
},
|
| 307 |
+
{
|
| 308 |
+
"epoch": 2.0,
|
| 309 |
+
"grad_norm": 2.3094232082366943,
|
| 310 |
+
"learning_rate": 8.28477158211486e-06,
|
| 311 |
+
"loss": 0.0,
|
| 312 |
+
"step": 4000
|
| 313 |
+
},
|
| 314 |
+
{
|
| 315 |
+
"epoch": 2.0,
|
| 316 |
+
"eval_economic_inequality_accuracy": 0.8236775818639799,
|
| 317 |
+
"eval_economic_inequality_f1": 0.8161521311449569,
|
| 318 |
+
"eval_economic_policy_benefits_accuracy": 0.835016835016835,
|
| 319 |
+
"eval_economic_policy_benefits_f1": 0.81117677081242,
|
| 320 |
+
"eval_ethnic_boundaries_accuracy": 0.9477124183006536,
|
| 321 |
+
"eval_ethnic_boundaries_f1": 0.9421262334088456,
|
| 322 |
+
"eval_language_policy_accuracy": 0.7058823529411765,
|
| 323 |
+
"eval_language_policy_f1": 0.6071428571428571,
|
| 324 |
+
"eval_loss": NaN,
|
| 325 |
+
"eval_mother_tongue_education_accuracy": 0.7777777777777778,
|
| 326 |
+
"eval_mother_tongue_education_f1": 0.7407407407407408,
|
| 327 |
+
"eval_overall_accuracy": 0.8277126438976526,
|
| 328 |
+
"eval_overall_f1": 0.7960173130694123,
|
| 329 |
+
"eval_religion_ethnic_identity_accuracy": 0.8762088974854932,
|
| 330 |
+
"eval_religion_ethnic_identity_f1": 0.8587651451666537,
|
| 331 |
+
"eval_runtime": 4.4654,
|
| 332 |
+
"eval_samples_per_second": 895.775,
|
| 333 |
+
"eval_steps_per_second": 55.986,
|
| 334 |
+
"step": 4000
|
| 335 |
+
},
|
| 336 |
+
{
|
| 337 |
+
"epoch": 2.05,
|
| 338 |
+
"grad_norm": 8.547677040100098,
|
| 339 |
+
"learning_rate": 8.232994995763289e-06,
|
| 340 |
+
"loss": 0.0,
|
| 341 |
+
"step": 4100
|
| 342 |
+
},
|
| 343 |
+
{
|
| 344 |
+
"epoch": 2.1,
|
| 345 |
+
"grad_norm": 117.06266784667969,
|
| 346 |
+
"learning_rate": 8.181218409411718e-06,
|
| 347 |
+
"loss": 0.0,
|
| 348 |
+
"step": 4200
|
| 349 |
+
},
|
| 350 |
+
{
|
| 351 |
+
"epoch": 2.15,
|
| 352 |
+
"grad_norm": 0.19274334609508514,
|
| 353 |
+
"learning_rate": 8.129441823060147e-06,
|
| 354 |
+
"loss": 0.0,
|
| 355 |
+
"step": 4300
|
| 356 |
+
},
|
| 357 |
+
{
|
| 358 |
+
"epoch": 2.2,
|
| 359 |
+
"grad_norm": 1.0360257625579834,
|
| 360 |
+
"learning_rate": 8.077665236708576e-06,
|
| 361 |
+
"loss": 0.0,
|
| 362 |
+
"step": 4400
|
| 363 |
+
},
|
| 364 |
+
{
|
| 365 |
+
"epoch": 2.25,
|
| 366 |
+
"grad_norm": 0.08476172387599945,
|
| 367 |
+
"learning_rate": 8.025888650357006e-06,
|
| 368 |
+
"loss": 0.0,
|
| 369 |
+
"step": 4500
|
| 370 |
+
},
|
| 371 |
+
{
|
| 372 |
+
"epoch": 2.3,
|
| 373 |
+
"grad_norm": 0.08015169203281403,
|
| 374 |
+
"learning_rate": 7.974112064005435e-06,
|
| 375 |
+
"loss": 0.0,
|
| 376 |
+
"step": 4600
|
| 377 |
+
},
|
| 378 |
+
{
|
| 379 |
+
"epoch": 2.35,
|
| 380 |
+
"grad_norm": 0.22844159603118896,
|
| 381 |
+
"learning_rate": 7.922335477653864e-06,
|
| 382 |
+
"loss": 0.0006,
|
| 383 |
+
"step": 4700
|
| 384 |
+
},
|
| 385 |
+
{
|
| 386 |
+
"epoch": 2.4,
|
| 387 |
+
"grad_norm": 0.08015509694814682,
|
| 388 |
+
"learning_rate": 7.870558891302293e-06,
|
| 389 |
+
"loss": 0.0006,
|
| 390 |
+
"step": 4800
|
| 391 |
+
},
|
| 392 |
+
{
|
| 393 |
+
"epoch": 2.45,
|
| 394 |
+
"grad_norm": 5.426948547363281,
|
| 395 |
+
"learning_rate": 7.818782304950722e-06,
|
| 396 |
+
"loss": 0.0,
|
| 397 |
+
"step": 4900
|
| 398 |
+
},
|
| 399 |
+
{
|
| 400 |
+
"epoch": 2.5,
|
| 401 |
+
"grad_norm": 0.022730231285095215,
|
| 402 |
+
"learning_rate": 7.767005718599151e-06,
|
| 403 |
+
"loss": 0.0,
|
| 404 |
+
"step": 5000
|
| 405 |
+
},
|
| 406 |
+
{
|
| 407 |
+
"epoch": 2.55,
|
| 408 |
+
"grad_norm": 5.662137508392334,
|
| 409 |
+
"learning_rate": 7.71522913224758e-06,
|
| 410 |
+
"loss": 0.0,
|
| 411 |
+
"step": 5100
|
| 412 |
+
},
|
| 413 |
+
{
|
| 414 |
+
"epoch": 2.6,
|
| 415 |
+
"grad_norm": 0.05326724052429199,
|
| 416 |
+
"learning_rate": 7.66345254589601e-06,
|
| 417 |
+
"loss": 0.0,
|
| 418 |
+
"step": 5200
|
| 419 |
+
},
|
| 420 |
+
{
|
| 421 |
+
"epoch": 2.65,
|
| 422 |
+
"grad_norm": 2.7219042778015137,
|
| 423 |
+
"learning_rate": 7.611675959544438e-06,
|
| 424 |
+
"loss": 0.0003,
|
| 425 |
+
"step": 5300
|
| 426 |
+
},
|
| 427 |
+
{
|
| 428 |
+
"epoch": 2.7,
|
| 429 |
+
"grad_norm": 4.045983791351318,
|
| 430 |
+
"learning_rate": 7.559899373192868e-06,
|
| 431 |
+
"loss": 0.0,
|
| 432 |
+
"step": 5400
|
| 433 |
+
},
|
| 434 |
+
{
|
| 435 |
+
"epoch": 2.75,
|
| 436 |
+
"grad_norm": 0.17610976099967957,
|
| 437 |
+
"learning_rate": 7.5081227868412964e-06,
|
| 438 |
+
"loss": 0.0,
|
| 439 |
+
"step": 5500
|
| 440 |
+
},
|
| 441 |
+
{
|
| 442 |
+
"epoch": 2.8,
|
| 443 |
+
"grad_norm": 0.03921931982040405,
|
| 444 |
+
"learning_rate": 7.456346200489726e-06,
|
| 445 |
+
"loss": 0.0,
|
| 446 |
+
"step": 5600
|
| 447 |
+
},
|
| 448 |
+
{
|
| 449 |
+
"epoch": 2.85,
|
| 450 |
+
"grad_norm": 3.3493025302886963,
|
| 451 |
+
"learning_rate": 7.404569614138155e-06,
|
| 452 |
+
"loss": 0.0,
|
| 453 |
+
"step": 5700
|
| 454 |
+
},
|
| 455 |
+
{
|
| 456 |
+
"epoch": 2.9,
|
| 457 |
+
"grad_norm": 0.17839455604553223,
|
| 458 |
+
"learning_rate": 7.352793027786584e-06,
|
| 459 |
+
"loss": 0.0,
|
| 460 |
+
"step": 5800
|
| 461 |
+
},
|
| 462 |
+
{
|
| 463 |
+
"epoch": 2.95,
|
| 464 |
+
"grad_norm": 0.01533100288361311,
|
| 465 |
+
"learning_rate": 7.301016441435013e-06,
|
| 466 |
+
"loss": 0.0,
|
| 467 |
+
"step": 5900
|
| 468 |
+
},
|
| 469 |
+
{
|
| 470 |
+
"epoch": 3.0,
|
| 471 |
+
"grad_norm": 0.6168579459190369,
|
| 472 |
+
"learning_rate": 7.249239855083442e-06,
|
| 473 |
+
"loss": 0.0,
|
| 474 |
+
"step": 6000
|
| 475 |
+
},
|
| 476 |
+
{
|
| 477 |
+
"epoch": 3.0,
|
| 478 |
+
"eval_economic_inequality_accuracy": 0.818639798488665,
|
| 479 |
+
"eval_economic_inequality_f1": 0.8128041981528128,
|
| 480 |
+
"eval_economic_policy_benefits_accuracy": 0.8686868686868687,
|
| 481 |
+
"eval_economic_policy_benefits_f1": 0.849679269639744,
|
| 482 |
+
"eval_ethnic_boundaries_accuracy": 0.9379084967320261,
|
| 483 |
+
"eval_ethnic_boundaries_f1": 0.9377319200237987,
|
| 484 |
+
"eval_language_policy_accuracy": 0.6470588235294118,
|
| 485 |
+
"eval_language_policy_f1": 0.5673202614379085,
|
| 486 |
+
"eval_loss": NaN,
|
| 487 |
+
"eval_mother_tongue_education_accuracy": 0.7777777777777778,
|
| 488 |
+
"eval_mother_tongue_education_f1": 0.7407407407407408,
|
| 489 |
+
"eval_overall_accuracy": 0.8181454231515234,
|
| 490 |
+
"eval_overall_f1": 0.794560338168735,
|
| 491 |
+
"eval_religion_ethnic_identity_accuracy": 0.8588007736943907,
|
| 492 |
+
"eval_religion_ethnic_identity_f1": 0.8590856390174055,
|
| 493 |
+
"eval_runtime": 4.4722,
|
| 494 |
+
"eval_samples_per_second": 894.406,
|
| 495 |
+
"eval_steps_per_second": 55.9,
|
| 496 |
+
"step": 6000
|
| 497 |
+
}
|
| 498 |
+
],
|
| 499 |
+
"logging_steps": 100,
|
| 500 |
+
"max_steps": 20000,
|
| 501 |
+
"num_input_tokens_seen": 0,
|
| 502 |
+
"num_train_epochs": 10,
|
| 503 |
+
"save_steps": 500,
|
| 504 |
+
"stateful_callbacks": {
|
| 505 |
+
"EarlyStoppingCallback": {
|
| 506 |
+
"args": {
|
| 507 |
+
"early_stopping_patience": 2,
|
| 508 |
+
"early_stopping_threshold": 0.0
|
| 509 |
+
},
|
| 510 |
+
"attributes": {
|
| 511 |
+
"early_stopping_patience_counter": 1
|
| 512 |
+
}
|
| 513 |
+
},
|
| 514 |
+
"TrainerControl": {
|
| 515 |
+
"args": {
|
| 516 |
+
"should_epoch_stop": false,
|
| 517 |
+
"should_evaluate": false,
|
| 518 |
+
"should_log": false,
|
| 519 |
+
"should_save": true,
|
| 520 |
+
"should_training_stop": false
|
| 521 |
+
},
|
| 522 |
+
"attributes": {}
|
| 523 |
+
}
|
| 524 |
+
},
|
| 525 |
+
"total_flos": 1.2631144955904e+16,
|
| 526 |
+
"train_batch_size": 8,
|
| 527 |
+
"trial_name": null,
|
| 528 |
+
"trial_params": {
|
| 529 |
+
"gradient_accumulation_steps": 1,
|
| 530 |
+
"learning_rate": 1.0001165419669436e-05,
|
| 531 |
+
"num_train_epochs": 10,
|
| 532 |
+
"per_device_train_batch_size": 8,
|
| 533 |
+
"warmup_steps": 684,
|
| 534 |
+
"weight_decay": 0.07522641729243515
|
| 535 |
+
}
|
| 536 |
+
}
|
run-0/checkpoint-6000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:84f9f98f39dc377d902877813dc8cf2a83bc674db97d85b5237e673a48a7375f
|
| 3 |
+
size 5777
|