Upload 7 files
Browse files- config.json +104 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +101 -0
- training_args.bin +3 -0
config.json
ADDED
|
@@ -0,0 +1,104 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "roberta-base",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"RobertaForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": 0,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"eos_token_id": 2,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"id2label": {
|
| 14 |
+
"0": "LABEL_0",
|
| 15 |
+
"1": "LABEL_1",
|
| 16 |
+
"2": "LABEL_2",
|
| 17 |
+
"3": "LABEL_3",
|
| 18 |
+
"4": "LABEL_4",
|
| 19 |
+
"5": "LABEL_5",
|
| 20 |
+
"6": "LABEL_6",
|
| 21 |
+
"7": "LABEL_7",
|
| 22 |
+
"8": "LABEL_8",
|
| 23 |
+
"9": "LABEL_9",
|
| 24 |
+
"10": "LABEL_10",
|
| 25 |
+
"11": "LABEL_11",
|
| 26 |
+
"12": "LABEL_12",
|
| 27 |
+
"13": "LABEL_13",
|
| 28 |
+
"14": "LABEL_14",
|
| 29 |
+
"15": "LABEL_15",
|
| 30 |
+
"16": "LABEL_16",
|
| 31 |
+
"17": "LABEL_17",
|
| 32 |
+
"18": "LABEL_18",
|
| 33 |
+
"19": "LABEL_19",
|
| 34 |
+
"20": "LABEL_20",
|
| 35 |
+
"21": "LABEL_21",
|
| 36 |
+
"22": "LABEL_22",
|
| 37 |
+
"23": "LABEL_23",
|
| 38 |
+
"24": "LABEL_24",
|
| 39 |
+
"25": "LABEL_25",
|
| 40 |
+
"26": "LABEL_26",
|
| 41 |
+
"27": "LABEL_27",
|
| 42 |
+
"28": "LABEL_28",
|
| 43 |
+
"29": "LABEL_29",
|
| 44 |
+
"30": "LABEL_30",
|
| 45 |
+
"31": "LABEL_31",
|
| 46 |
+
"32": "LABEL_32",
|
| 47 |
+
"33": "LABEL_33",
|
| 48 |
+
"34": "LABEL_34",
|
| 49 |
+
"35": "LABEL_35"
|
| 50 |
+
},
|
| 51 |
+
"initializer_range": 0.02,
|
| 52 |
+
"intermediate_size": 3072,
|
| 53 |
+
"label2id": {
|
| 54 |
+
"LABEL_0": 0,
|
| 55 |
+
"LABEL_1": 1,
|
| 56 |
+
"LABEL_10": 10,
|
| 57 |
+
"LABEL_11": 11,
|
| 58 |
+
"LABEL_12": 12,
|
| 59 |
+
"LABEL_13": 13,
|
| 60 |
+
"LABEL_14": 14,
|
| 61 |
+
"LABEL_15": 15,
|
| 62 |
+
"LABEL_16": 16,
|
| 63 |
+
"LABEL_17": 17,
|
| 64 |
+
"LABEL_18": 18,
|
| 65 |
+
"LABEL_19": 19,
|
| 66 |
+
"LABEL_2": 2,
|
| 67 |
+
"LABEL_20": 20,
|
| 68 |
+
"LABEL_21": 21,
|
| 69 |
+
"LABEL_22": 22,
|
| 70 |
+
"LABEL_23": 23,
|
| 71 |
+
"LABEL_24": 24,
|
| 72 |
+
"LABEL_25": 25,
|
| 73 |
+
"LABEL_26": 26,
|
| 74 |
+
"LABEL_27": 27,
|
| 75 |
+
"LABEL_28": 28,
|
| 76 |
+
"LABEL_29": 29,
|
| 77 |
+
"LABEL_3": 3,
|
| 78 |
+
"LABEL_30": 30,
|
| 79 |
+
"LABEL_31": 31,
|
| 80 |
+
"LABEL_32": 32,
|
| 81 |
+
"LABEL_33": 33,
|
| 82 |
+
"LABEL_34": 34,
|
| 83 |
+
"LABEL_35": 35,
|
| 84 |
+
"LABEL_4": 4,
|
| 85 |
+
"LABEL_5": 5,
|
| 86 |
+
"LABEL_6": 6,
|
| 87 |
+
"LABEL_7": 7,
|
| 88 |
+
"LABEL_8": 8,
|
| 89 |
+
"LABEL_9": 9
|
| 90 |
+
},
|
| 91 |
+
"layer_norm_eps": 1e-05,
|
| 92 |
+
"max_position_embeddings": 514,
|
| 93 |
+
"model_type": "roberta",
|
| 94 |
+
"num_attention_heads": 12,
|
| 95 |
+
"num_hidden_layers": 12,
|
| 96 |
+
"pad_token_id": 1,
|
| 97 |
+
"position_embedding_type": "absolute",
|
| 98 |
+
"problem_type": "single_label_classification",
|
| 99 |
+
"torch_dtype": "float32",
|
| 100 |
+
"transformers_version": "4.40.2",
|
| 101 |
+
"type_vocab_size": 1,
|
| 102 |
+
"use_cache": true,
|
| 103 |
+
"vocab_size": 50265
|
| 104 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4d28f5b47ca3252454cbc889911434ee4f023e50413d3b5cf22492e60aa1a03e
|
| 3 |
+
size 498717408
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:059a74fd606934ade13655339749cd90204c1814f5599da1d0494baf44eb581c
|
| 3 |
+
size 997554682
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d7a94955a0a320eafc7414411c2ee6b557c9219743c6206f5e0cbbdb28188f97
|
| 3 |
+
size 14244
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0d828e0cbf0b47fe0c156ab9e555a50f034d4d1b4b6022ee3cc70f880bd4fd91
|
| 3 |
+
size 1064
|
trainer_state.json
ADDED
|
@@ -0,0 +1,101 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8571428571428571,
|
| 3 |
+
"best_model_checkpoint": "roberta-based/checkpoint-925",
|
| 4 |
+
"epoch": 5.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 925,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"grad_norm": 5.441559314727783,
|
| 14 |
+
"learning_rate": 1.6000000000000003e-05,
|
| 15 |
+
"loss": 1.7332,
|
| 16 |
+
"step": 185
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 1.0,
|
| 20 |
+
"eval_accuracy": 0.7997557997557998,
|
| 21 |
+
"eval_loss": 1.0176318883895874,
|
| 22 |
+
"eval_runtime": 5.1197,
|
| 23 |
+
"eval_samples_per_second": 159.97,
|
| 24 |
+
"eval_steps_per_second": 5.078,
|
| 25 |
+
"step": 185
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"epoch": 2.0,
|
| 29 |
+
"grad_norm": 11.958271980285645,
|
| 30 |
+
"learning_rate": 1.2e-05,
|
| 31 |
+
"loss": 0.6767,
|
| 32 |
+
"step": 370
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"epoch": 2.0,
|
| 36 |
+
"eval_accuracy": 0.8290598290598291,
|
| 37 |
+
"eval_loss": 0.7341179847717285,
|
| 38 |
+
"eval_runtime": 5.1381,
|
| 39 |
+
"eval_samples_per_second": 159.396,
|
| 40 |
+
"eval_steps_per_second": 5.06,
|
| 41 |
+
"step": 370
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"epoch": 3.0,
|
| 45 |
+
"grad_norm": 8.717308044433594,
|
| 46 |
+
"learning_rate": 8.000000000000001e-06,
|
| 47 |
+
"loss": 0.4469,
|
| 48 |
+
"step": 555
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"epoch": 3.0,
|
| 52 |
+
"eval_accuracy": 0.8473748473748474,
|
| 53 |
+
"eval_loss": 0.6683215498924255,
|
| 54 |
+
"eval_runtime": 5.2018,
|
| 55 |
+
"eval_samples_per_second": 157.446,
|
| 56 |
+
"eval_steps_per_second": 4.998,
|
| 57 |
+
"step": 555
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 4.0,
|
| 61 |
+
"grad_norm": 14.097502708435059,
|
| 62 |
+
"learning_rate": 4.000000000000001e-06,
|
| 63 |
+
"loss": 0.3435,
|
| 64 |
+
"step": 740
|
| 65 |
+
},
|
| 66 |
+
{
|
| 67 |
+
"epoch": 4.0,
|
| 68 |
+
"eval_accuracy": 0.8522588522588522,
|
| 69 |
+
"eval_loss": 0.6408819556236267,
|
| 70 |
+
"eval_runtime": 5.2227,
|
| 71 |
+
"eval_samples_per_second": 156.816,
|
| 72 |
+
"eval_steps_per_second": 4.978,
|
| 73 |
+
"step": 740
|
| 74 |
+
},
|
| 75 |
+
{
|
| 76 |
+
"epoch": 5.0,
|
| 77 |
+
"grad_norm": 7.630906105041504,
|
| 78 |
+
"learning_rate": 0.0,
|
| 79 |
+
"loss": 0.2829,
|
| 80 |
+
"step": 925
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 5.0,
|
| 84 |
+
"eval_accuracy": 0.8571428571428571,
|
| 85 |
+
"eval_loss": 0.6410605311393738,
|
| 86 |
+
"eval_runtime": 5.1314,
|
| 87 |
+
"eval_samples_per_second": 159.606,
|
| 88 |
+
"eval_steps_per_second": 5.067,
|
| 89 |
+
"step": 925
|
| 90 |
+
}
|
| 91 |
+
],
|
| 92 |
+
"logging_steps": 500,
|
| 93 |
+
"max_steps": 925,
|
| 94 |
+
"num_input_tokens_seen": 0,
|
| 95 |
+
"num_train_epochs": 5,
|
| 96 |
+
"save_steps": 500,
|
| 97 |
+
"total_flos": 2736984690806400.0,
|
| 98 |
+
"train_batch_size": 32,
|
| 99 |
+
"trial_name": null,
|
| 100 |
+
"trial_params": null
|
| 101 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2851c86c20f91b756a0798e16f15f8f274a08f737278710e86c0ab09ac310b37
|
| 3 |
+
size 4984
|