ldamicowong
commited on
Upload 6 files
Browse files- config.json +28 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +52 -0
- training_args.bin +3 -0
config.json
ADDED
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilroberta-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 |
+
"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": 6,
|
20 |
+
"pad_token_id": 1,
|
21 |
+
"position_embedding_type": "absolute",
|
22 |
+
"problem_type": "single_label_classification",
|
23 |
+
"torch_dtype": "float32",
|
24 |
+
"transformers_version": "4.30.2",
|
25 |
+
"type_vocab_size": 1,
|
26 |
+
"use_cache": true,
|
27 |
+
"vocab_size": 50265
|
28 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4d8edf96dba7803f86313508b0258092a2e90755c9ac1b501d8e5d3a20e1eac7
|
3 |
+
size 328519925
|
rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c147dfd5ccb494fc5368ad502d0a57b117bc94e6ff44eff54a852c125e47bab5
|
3 |
+
size 14575
|
scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:64956a5fe71c1a518061f8bffa719352096df626499928b5ab5ba28eb5527ed8
|
3 |
+
size 627
|
trainer_state.json
ADDED
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.9789915966386554,
|
3 |
+
"best_model_checkpoint": "/mnt/data02/luca_newswire/wire_classifier/trained_models/wire/2024-05-29_23-47-53/checkpoint-150",
|
4 |
+
"epoch": 6.521739130434782,
|
5 |
+
"global_step": 150,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 2.17,
|
12 |
+
"eval_accuracy": 0.7023809523809523,
|
13 |
+
"eval_f1": 0.8251748251748251,
|
14 |
+
"eval_loss": 0.542344331741333,
|
15 |
+
"eval_precision": 0.7023809523809523,
|
16 |
+
"eval_recall": 1.0,
|
17 |
+
"eval_runtime": 1.9215,
|
18 |
+
"eval_samples_per_second": 174.867,
|
19 |
+
"eval_steps_per_second": 3.123,
|
20 |
+
"step": 50
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 4.35,
|
24 |
+
"eval_accuracy": 0.8988095238095238,
|
25 |
+
"eval_f1": 0.9317269076305221,
|
26 |
+
"eval_loss": 0.3049139976501465,
|
27 |
+
"eval_precision": 0.8854961832061069,
|
28 |
+
"eval_recall": 0.9830508474576272,
|
29 |
+
"eval_runtime": 1.6739,
|
30 |
+
"eval_samples_per_second": 200.728,
|
31 |
+
"eval_steps_per_second": 3.584,
|
32 |
+
"step": 100
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 6.52,
|
36 |
+
"eval_accuracy": 0.9702380952380952,
|
37 |
+
"eval_f1": 0.9789915966386554,
|
38 |
+
"eval_loss": 0.11797040700912476,
|
39 |
+
"eval_precision": 0.9708333333333333,
|
40 |
+
"eval_recall": 0.9872881355932204,
|
41 |
+
"eval_runtime": 1.6614,
|
42 |
+
"eval_samples_per_second": 202.241,
|
43 |
+
"eval_steps_per_second": 3.611,
|
44 |
+
"step": 150
|
45 |
+
}
|
46 |
+
],
|
47 |
+
"max_steps": 460,
|
48 |
+
"num_train_epochs": 20,
|
49 |
+
"total_flos": 1261354570002432.0,
|
50 |
+
"trial_name": null,
|
51 |
+
"trial_params": null
|
52 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7658120cc6dec537d9809085edeb6bdc99a9291e4e186825d178678bc2e8d781
|
3 |
+
size 4027
|