Instructions to use jerawincel/roberta-base-finetuned with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use jerawincel/roberta-base-finetuned with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="jerawincel/roberta-base-finetuned")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("jerawincel/roberta-base-finetuned") model = AutoModelForSequenceClassification.from_pretrained("jerawincel/roberta-base-finetuned", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit ·
7059176
1
Parent(s): 5e8183f
Training in progress, epoch 1
Browse files- model.safetensors +1 -1
- run-5/checkpoint-102/config.json +87 -0
- run-5/checkpoint-102/merges.txt +0 -0
- run-5/checkpoint-102/model.safetensors +3 -0
- run-5/checkpoint-102/optimizer.pt +3 -0
- run-5/checkpoint-102/rng_state.pth +3 -0
- run-5/checkpoint-102/scheduler.pt +3 -0
- run-5/checkpoint-102/special_tokens_map.json +15 -0
- run-5/checkpoint-102/tokenizer.json +0 -0
- run-5/checkpoint-102/tokenizer_config.json +58 -0
- run-5/checkpoint-102/trainer_state.json +51 -0
- run-5/checkpoint-102/training_args.bin +3 -0
- run-5/checkpoint-102/vocab.json +0 -0
- run-5/checkpoint-68/config.json +87 -0
- run-5/checkpoint-68/merges.txt +0 -0
- run-5/checkpoint-68/model.safetensors +3 -0
- run-5/checkpoint-68/optimizer.pt +3 -0
- run-5/checkpoint-68/rng_state.pth +3 -0
- run-5/checkpoint-68/scheduler.pt +3 -0
- run-5/checkpoint-68/special_tokens_map.json +15 -0
- run-5/checkpoint-68/tokenizer.json +0 -0
- run-5/checkpoint-68/tokenizer_config.json +58 -0
- run-5/checkpoint-68/trainer_state.json +42 -0
- run-5/checkpoint-68/training_args.bin +3 -0
- run-5/checkpoint-68/vocab.json +0 -0
- run-8/checkpoint-68/model.safetensors +1 -1
- run-8/checkpoint-68/optimizer.pt +1 -1
- run-8/checkpoint-68/rng_state.pth +1 -1
- run-8/checkpoint-68/scheduler.pt +1 -1
- run-8/checkpoint-68/trainer_state.json +14 -23
- run-8/checkpoint-68/training_args.bin +1 -1
- runs/Dec02_00-42-23_dee53d4911c1/events.out.tfevents.1701479699.dee53d4911c1.2599.6 +3 -0
- runs/Dec02_00-42-23_dee53d4911c1/events.out.tfevents.1701479753.dee53d4911c1.2599.7 +3 -0
- runs/Dec02_00-42-23_dee53d4911c1/events.out.tfevents.1701479814.dee53d4911c1.2599.8 +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 498692800
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a4d499dcbbb1c13a7f2117fbed7ff560f2d63a9c25bcac26a0808a9d2e3dccc7
|
| 3 |
size 498692800
|
run-5/checkpoint-102/config.json
ADDED
|
@@ -0,0 +1,87 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
},
|
| 43 |
+
"initializer_range": 0.02,
|
| 44 |
+
"intermediate_size": 3072,
|
| 45 |
+
"label2id": {
|
| 46 |
+
"LABEL_0": 0,
|
| 47 |
+
"LABEL_1": 1,
|
| 48 |
+
"LABEL_10": 10,
|
| 49 |
+
"LABEL_11": 11,
|
| 50 |
+
"LABEL_12": 12,
|
| 51 |
+
"LABEL_13": 13,
|
| 52 |
+
"LABEL_14": 14,
|
| 53 |
+
"LABEL_15": 15,
|
| 54 |
+
"LABEL_16": 16,
|
| 55 |
+
"LABEL_17": 17,
|
| 56 |
+
"LABEL_18": 18,
|
| 57 |
+
"LABEL_19": 19,
|
| 58 |
+
"LABEL_2": 2,
|
| 59 |
+
"LABEL_20": 20,
|
| 60 |
+
"LABEL_21": 21,
|
| 61 |
+
"LABEL_22": 22,
|
| 62 |
+
"LABEL_23": 23,
|
| 63 |
+
"LABEL_24": 24,
|
| 64 |
+
"LABEL_25": 25,
|
| 65 |
+
"LABEL_26": 26,
|
| 66 |
+
"LABEL_27": 27,
|
| 67 |
+
"LABEL_3": 3,
|
| 68 |
+
"LABEL_4": 4,
|
| 69 |
+
"LABEL_5": 5,
|
| 70 |
+
"LABEL_6": 6,
|
| 71 |
+
"LABEL_7": 7,
|
| 72 |
+
"LABEL_8": 8,
|
| 73 |
+
"LABEL_9": 9
|
| 74 |
+
},
|
| 75 |
+
"layer_norm_eps": 1e-05,
|
| 76 |
+
"max_position_embeddings": 514,
|
| 77 |
+
"model_type": "roberta",
|
| 78 |
+
"num_attention_heads": 12,
|
| 79 |
+
"num_hidden_layers": 12,
|
| 80 |
+
"pad_token_id": 1,
|
| 81 |
+
"position_embedding_type": "absolute",
|
| 82 |
+
"torch_dtype": "float32",
|
| 83 |
+
"transformers_version": "4.35.2",
|
| 84 |
+
"type_vocab_size": 1,
|
| 85 |
+
"use_cache": true,
|
| 86 |
+
"vocab_size": 50265
|
| 87 |
+
}
|
run-5/checkpoint-102/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-5/checkpoint-102/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c8b3e39a0831827b44479057e04b173f4f7db77b7af835d8a301c3b914df80ba
|
| 3 |
+
size 498692800
|
run-5/checkpoint-102/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6a66087603151f7092036beb70e88ec148f607c7dea7d4406ca023bb2f5ecca6
|
| 3 |
+
size 997505402
|
run-5/checkpoint-102/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2374225f5f4919e76243b3e54f3a6caa3cb1c9af1cfa1b8c34133b3b3df74881
|
| 3 |
+
size 14244
|
run-5/checkpoint-102/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:77982933524cbe87699ed932b3935d3e6bdb50a26ece989c13d8e9ea22d03f4a
|
| 3 |
+
size 1064
|
run-5/checkpoint-102/special_tokens_map.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": "<s>",
|
| 3 |
+
"cls_token": "<s>",
|
| 4 |
+
"eos_token": "</s>",
|
| 5 |
+
"mask_token": {
|
| 6 |
+
"content": "<mask>",
|
| 7 |
+
"lstrip": true,
|
| 8 |
+
"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false
|
| 11 |
+
},
|
| 12 |
+
"pad_token": "<pad>",
|
| 13 |
+
"sep_token": "</s>",
|
| 14 |
+
"unk_token": "<unk>"
|
| 15 |
+
}
|
run-5/checkpoint-102/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-5/checkpoint-102/tokenizer_config.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"bos_token": "<s>",
|
| 46 |
+
"clean_up_tokenization_spaces": true,
|
| 47 |
+
"cls_token": "<s>",
|
| 48 |
+
"do_lower_case": false,
|
| 49 |
+
"eos_token": "</s>",
|
| 50 |
+
"errors": "replace",
|
| 51 |
+
"mask_token": "<mask>",
|
| 52 |
+
"model_max_length": 128,
|
| 53 |
+
"pad_token": "<pad>",
|
| 54 |
+
"sep_token": "</s>",
|
| 55 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 56 |
+
"trim_offsets": true,
|
| 57 |
+
"unk_token": "<unk>"
|
| 58 |
+
}
|
run-5/checkpoint-102/trainer_state.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.17727272727272728,
|
| 3 |
+
"best_model_checkpoint": "roberta-base-finetuned/run-5/checkpoint-102",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 102,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"eval_f1": 0.11453362255965294,
|
| 14 |
+
"eval_loss": 0.658923864364624,
|
| 15 |
+
"eval_runtime": 1.9095,
|
| 16 |
+
"eval_samples_per_second": 141.922,
|
| 17 |
+
"eval_steps_per_second": 1.047,
|
| 18 |
+
"step": 34
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"epoch": 2.0,
|
| 22 |
+
"eval_f1": 0.1654601861427094,
|
| 23 |
+
"eval_loss": 0.5335023403167725,
|
| 24 |
+
"eval_runtime": 1.9358,
|
| 25 |
+
"eval_samples_per_second": 139.991,
|
| 26 |
+
"eval_steps_per_second": 1.033,
|
| 27 |
+
"step": 68
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 3.0,
|
| 31 |
+
"eval_f1": 0.17727272727272728,
|
| 32 |
+
"eval_loss": 0.48925167322158813,
|
| 33 |
+
"eval_runtime": 1.9124,
|
| 34 |
+
"eval_samples_per_second": 141.703,
|
| 35 |
+
"eval_steps_per_second": 1.046,
|
| 36 |
+
"step": 102
|
| 37 |
+
}
|
| 38 |
+
],
|
| 39 |
+
"logging_steps": 500,
|
| 40 |
+
"max_steps": 102,
|
| 41 |
+
"num_train_epochs": 3,
|
| 42 |
+
"save_steps": 500,
|
| 43 |
+
"total_flos": 0,
|
| 44 |
+
"trial_name": null,
|
| 45 |
+
"trial_params": {
|
| 46 |
+
"learning_rate": 2.5977656724527755e-06,
|
| 47 |
+
"num_train_epochs": 3,
|
| 48 |
+
"per_device_train_batch_size": 64,
|
| 49 |
+
"seed": 18
|
| 50 |
+
}
|
| 51 |
+
}
|
run-5/checkpoint-102/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ab8305cf5973378f6c2a1e58633c4ba54a59139308f5fc01c583f9453884a5a6
|
| 3 |
+
size 4600
|
run-5/checkpoint-102/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-5/checkpoint-68/config.json
ADDED
|
@@ -0,0 +1,87 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
},
|
| 43 |
+
"initializer_range": 0.02,
|
| 44 |
+
"intermediate_size": 3072,
|
| 45 |
+
"label2id": {
|
| 46 |
+
"LABEL_0": 0,
|
| 47 |
+
"LABEL_1": 1,
|
| 48 |
+
"LABEL_10": 10,
|
| 49 |
+
"LABEL_11": 11,
|
| 50 |
+
"LABEL_12": 12,
|
| 51 |
+
"LABEL_13": 13,
|
| 52 |
+
"LABEL_14": 14,
|
| 53 |
+
"LABEL_15": 15,
|
| 54 |
+
"LABEL_16": 16,
|
| 55 |
+
"LABEL_17": 17,
|
| 56 |
+
"LABEL_18": 18,
|
| 57 |
+
"LABEL_19": 19,
|
| 58 |
+
"LABEL_2": 2,
|
| 59 |
+
"LABEL_20": 20,
|
| 60 |
+
"LABEL_21": 21,
|
| 61 |
+
"LABEL_22": 22,
|
| 62 |
+
"LABEL_23": 23,
|
| 63 |
+
"LABEL_24": 24,
|
| 64 |
+
"LABEL_25": 25,
|
| 65 |
+
"LABEL_26": 26,
|
| 66 |
+
"LABEL_27": 27,
|
| 67 |
+
"LABEL_3": 3,
|
| 68 |
+
"LABEL_4": 4,
|
| 69 |
+
"LABEL_5": 5,
|
| 70 |
+
"LABEL_6": 6,
|
| 71 |
+
"LABEL_7": 7,
|
| 72 |
+
"LABEL_8": 8,
|
| 73 |
+
"LABEL_9": 9
|
| 74 |
+
},
|
| 75 |
+
"layer_norm_eps": 1e-05,
|
| 76 |
+
"max_position_embeddings": 514,
|
| 77 |
+
"model_type": "roberta",
|
| 78 |
+
"num_attention_heads": 12,
|
| 79 |
+
"num_hidden_layers": 12,
|
| 80 |
+
"pad_token_id": 1,
|
| 81 |
+
"position_embedding_type": "absolute",
|
| 82 |
+
"torch_dtype": "float32",
|
| 83 |
+
"transformers_version": "4.35.2",
|
| 84 |
+
"type_vocab_size": 1,
|
| 85 |
+
"use_cache": true,
|
| 86 |
+
"vocab_size": 50265
|
| 87 |
+
}
|
run-5/checkpoint-68/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-5/checkpoint-68/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2e94ad2a64ebc3a42cacbbf0caa2cb6dd5942aa1d5f5f23baf28d32a1ee28196
|
| 3 |
+
size 498692800
|
run-5/checkpoint-68/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2589e4a14aca6cbdcd93058351620d7abf1abd044f2b7d7eb5bd623e5f5e29e2
|
| 3 |
+
size 997505402
|
run-5/checkpoint-68/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8a1920f6201d5f19118ace70fbb32ca05a5db223a4b8685b778ce901adfda85c
|
| 3 |
+
size 14244
|
run-5/checkpoint-68/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d501e346ff7e8f9152722dc94982a5d9a0ce074659a906056cdc3953ec2eb8ea
|
| 3 |
+
size 1064
|
run-5/checkpoint-68/special_tokens_map.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": "<s>",
|
| 3 |
+
"cls_token": "<s>",
|
| 4 |
+
"eos_token": "</s>",
|
| 5 |
+
"mask_token": {
|
| 6 |
+
"content": "<mask>",
|
| 7 |
+
"lstrip": true,
|
| 8 |
+
"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false
|
| 11 |
+
},
|
| 12 |
+
"pad_token": "<pad>",
|
| 13 |
+
"sep_token": "</s>",
|
| 14 |
+
"unk_token": "<unk>"
|
| 15 |
+
}
|
run-5/checkpoint-68/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-5/checkpoint-68/tokenizer_config.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"bos_token": "<s>",
|
| 46 |
+
"clean_up_tokenization_spaces": true,
|
| 47 |
+
"cls_token": "<s>",
|
| 48 |
+
"do_lower_case": false,
|
| 49 |
+
"eos_token": "</s>",
|
| 50 |
+
"errors": "replace",
|
| 51 |
+
"mask_token": "<mask>",
|
| 52 |
+
"model_max_length": 128,
|
| 53 |
+
"pad_token": "<pad>",
|
| 54 |
+
"sep_token": "</s>",
|
| 55 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 56 |
+
"trim_offsets": true,
|
| 57 |
+
"unk_token": "<unk>"
|
| 58 |
+
}
|
run-5/checkpoint-68/trainer_state.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.1654601861427094,
|
| 3 |
+
"best_model_checkpoint": "roberta-base-finetuned/run-5/checkpoint-68",
|
| 4 |
+
"epoch": 2.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 68,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"eval_f1": 0.11453362255965294,
|
| 14 |
+
"eval_loss": 0.658923864364624,
|
| 15 |
+
"eval_runtime": 1.9095,
|
| 16 |
+
"eval_samples_per_second": 141.922,
|
| 17 |
+
"eval_steps_per_second": 1.047,
|
| 18 |
+
"step": 34
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"epoch": 2.0,
|
| 22 |
+
"eval_f1": 0.1654601861427094,
|
| 23 |
+
"eval_loss": 0.5335023403167725,
|
| 24 |
+
"eval_runtime": 1.9358,
|
| 25 |
+
"eval_samples_per_second": 139.991,
|
| 26 |
+
"eval_steps_per_second": 1.033,
|
| 27 |
+
"step": 68
|
| 28 |
+
}
|
| 29 |
+
],
|
| 30 |
+
"logging_steps": 500,
|
| 31 |
+
"max_steps": 102,
|
| 32 |
+
"num_train_epochs": 3,
|
| 33 |
+
"save_steps": 500,
|
| 34 |
+
"total_flos": 0,
|
| 35 |
+
"trial_name": null,
|
| 36 |
+
"trial_params": {
|
| 37 |
+
"learning_rate": 2.5977656724527755e-06,
|
| 38 |
+
"num_train_epochs": 3,
|
| 39 |
+
"per_device_train_batch_size": 64,
|
| 40 |
+
"seed": 18
|
| 41 |
+
}
|
| 42 |
+
}
|
run-5/checkpoint-68/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ab8305cf5973378f6c2a1e58633c4ba54a59139308f5fc01c583f9453884a5a6
|
| 3 |
+
size 4600
|
run-5/checkpoint-68/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-8/checkpoint-68/model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 498692800
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a4d499dcbbb1c13a7f2117fbed7ff560f2d63a9c25bcac26a0808a9d2e3dccc7
|
| 3 |
size 498692800
|
run-8/checkpoint-68/optimizer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 997505402
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:30de3c6396c51934a2faff9860f63ecf2a9cea7a7d34556997b427dd3b3a1223
|
| 3 |
size 997505402
|
run-8/checkpoint-68/rng_state.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14244
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bbdf4b99ba4ac03634cf5eeac7de87c1f1f1b80a6cbdd5110c52ee8ac52f484d
|
| 3 |
size 14244
|
run-8/checkpoint-68/scheduler.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1064
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ceaf8ab0c789c635126d95046e8b5984c519b75c66f7ffe1ce78d75e35ae39cc
|
| 3 |
size 1064
|
run-8/checkpoint-68/trainer_state.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
-
"best_metric": 0.
|
| 3 |
-
"best_model_checkpoint": "roberta-base-finetuned/run-8/checkpoint-
|
| 4 |
-
"epoch":
|
| 5 |
"eval_steps": 500,
|
| 6 |
"global_step": 68,
|
| 7 |
"is_hyper_param_search": true,
|
|
@@ -10,33 +10,24 @@
|
|
| 10 |
"log_history": [
|
| 11 |
{
|
| 12 |
"epoch": 1.0,
|
| 13 |
-
"eval_f1": 0.
|
| 14 |
-
"eval_loss": 0.
|
| 15 |
-
"eval_runtime": 1.
|
| 16 |
-
"eval_samples_per_second":
|
| 17 |
-
"eval_steps_per_second": 1.
|
| 18 |
-
"step": 34
|
| 19 |
-
},
|
| 20 |
-
{
|
| 21 |
-
"epoch": 2.0,
|
| 22 |
-
"eval_f1": 0.0,
|
| 23 |
-
"eval_loss": 0.4034463167190552,
|
| 24 |
-
"eval_runtime": 1.7797,
|
| 25 |
-
"eval_samples_per_second": 152.272,
|
| 26 |
-
"eval_steps_per_second": 1.124,
|
| 27 |
"step": 68
|
| 28 |
}
|
| 29 |
],
|
| 30 |
"logging_steps": 500,
|
| 31 |
-
"max_steps":
|
| 32 |
-
"num_train_epochs":
|
| 33 |
"save_steps": 500,
|
| 34 |
"total_flos": 0,
|
| 35 |
"trial_name": null,
|
| 36 |
"trial_params": {
|
| 37 |
-
"learning_rate":
|
| 38 |
-
"num_train_epochs":
|
| 39 |
-
"per_device_train_batch_size":
|
| 40 |
-
"seed":
|
| 41 |
}
|
| 42 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"best_metric": 0.24291497975708504,
|
| 3 |
+
"best_model_checkpoint": "roberta-base-finetuned/run-8/checkpoint-68",
|
| 4 |
+
"epoch": 1.0,
|
| 5 |
"eval_steps": 500,
|
| 6 |
"global_step": 68,
|
| 7 |
"is_hyper_param_search": true,
|
|
|
|
| 10 |
"log_history": [
|
| 11 |
{
|
| 12 |
"epoch": 1.0,
|
| 13 |
+
"eval_f1": 0.24291497975708504,
|
| 14 |
+
"eval_loss": 0.43356165289878845,
|
| 15 |
+
"eval_runtime": 1.8995,
|
| 16 |
+
"eval_samples_per_second": 142.671,
|
| 17 |
+
"eval_steps_per_second": 1.053,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 18 |
"step": 68
|
| 19 |
}
|
| 20 |
],
|
| 21 |
"logging_steps": 500,
|
| 22 |
+
"max_steps": 136,
|
| 23 |
+
"num_train_epochs": 2,
|
| 24 |
"save_steps": 500,
|
| 25 |
"total_flos": 0,
|
| 26 |
"trial_name": null,
|
| 27 |
"trial_params": {
|
| 28 |
+
"learning_rate": 3.402910583353012e-06,
|
| 29 |
+
"num_train_epochs": 2,
|
| 30 |
+
"per_device_train_batch_size": 32,
|
| 31 |
+
"seed": 16
|
| 32 |
}
|
| 33 |
}
|
run-8/checkpoint-68/training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 4600
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c5216db630c0a9fb7db1f143b7369f9ca9a1e350c57e0375e6a821a75b05d3a6
|
| 3 |
size 4600
|
runs/Dec02_00-42-23_dee53d4911c1/events.out.tfevents.1701479699.dee53d4911c1.2599.6
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7132aea2b49960a3a44178ed0d164f30a23740dacef39c57c39d8641b952d515
|
| 3 |
+
size 5738
|
runs/Dec02_00-42-23_dee53d4911c1/events.out.tfevents.1701479753.dee53d4911c1.2599.7
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9bda58e54f643f64c0118f7ed0bff512df6bb6a027935bd50201e78ede01b890
|
| 3 |
+
size 5737
|
runs/Dec02_00-42-23_dee53d4911c1/events.out.tfevents.1701479814.dee53d4911c1.2599.8
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:131e6756c350e41e40ce25f156d05433bf5cf6bd847ea30660583d0e9a9f08f5
|
| 3 |
+
size 6403
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 4600
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c5216db630c0a9fb7db1f143b7369f9ca9a1e350c57e0375e6a821a75b05d3a6
|
| 3 |
size 4600
|