Upload folder using huggingface_hub
Browse files- README.md +37 -0
- checkpoint-2871/config.json +40 -0
- checkpoint-2871/model.safetensors +3 -0
- checkpoint-2871/optimizer.pt +3 -0
- checkpoint-2871/rng_state.pth +3 -0
- checkpoint-2871/scheduler.pt +3 -0
- checkpoint-2871/trainer_state.json +894 -0
- checkpoint-2871/training_args.bin +3 -0
- config.json +40 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Oct29_16-34-51_r-zkava01-pj-ee7luc7v-2b90d-t5zcp/events.out.tfevents.1761755692.r-zkava01-pj-ee7luc7v-2b90d-t5zcp.65.0 +2 -2
- runs/Oct29_16-34-51_r-zkava01-pj-ee7luc7v-2b90d-t5zcp/events.out.tfevents.1761766876.r-zkava01-pj-ee7luc7v-2b90d-t5zcp.65.1 +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.json +0 -0
README.md
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
library_name: transformers
|
| 4 |
+
tags:
|
| 5 |
+
- autotrain
|
| 6 |
+
- text-classification
|
| 7 |
+
base_model: cardiffnlp/twitter-roberta-base
|
| 8 |
+
widget:
|
| 9 |
+
- text: "I love AutoTrain"
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# Model Trained Using AutoTrain
|
| 13 |
+
|
| 14 |
+
- Problem type: Text Classification
|
| 15 |
+
|
| 16 |
+
## Validation Metrics
|
| 17 |
+
loss: 0.007734560873359442
|
| 18 |
+
|
| 19 |
+
f1_macro: 0.9991256596070146
|
| 20 |
+
|
| 21 |
+
f1_micro: 0.9989545216936748
|
| 22 |
+
|
| 23 |
+
f1_weighted: 0.9989547969603347
|
| 24 |
+
|
| 25 |
+
precision_macro: 0.9989517819706499
|
| 26 |
+
|
| 27 |
+
precision_micro: 0.9989545216936748
|
| 28 |
+
|
| 29 |
+
precision_weighted: 0.9989578093613047
|
| 30 |
+
|
| 31 |
+
recall_macro: 0.9993019197207679
|
| 32 |
+
|
| 33 |
+
recall_micro: 0.9989545216936748
|
| 34 |
+
|
| 35 |
+
recall_weighted: 0.9989545216936748
|
| 36 |
+
|
| 37 |
+
accuracy: 0.9989545216936748
|
checkpoint-2871/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "cardiffnlp/twitter-roberta-base",
|
| 3 |
+
"_num_labels": 3,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"RobertaForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"bos_token_id": 0,
|
| 9 |
+
"classifier_dropout": null,
|
| 10 |
+
"eos_token_id": 2,
|
| 11 |
+
"gradient_checkpointing": false,
|
| 12 |
+
"hidden_act": "gelu",
|
| 13 |
+
"hidden_dropout_prob": 0.1,
|
| 14 |
+
"hidden_size": 768,
|
| 15 |
+
"id2label": {
|
| 16 |
+
"0": "0",
|
| 17 |
+
"1": "1",
|
| 18 |
+
"2": "2"
|
| 19 |
+
},
|
| 20 |
+
"initializer_range": 0.02,
|
| 21 |
+
"intermediate_size": 3072,
|
| 22 |
+
"label2id": {
|
| 23 |
+
"0": 0,
|
| 24 |
+
"1": 1,
|
| 25 |
+
"2": 2
|
| 26 |
+
},
|
| 27 |
+
"layer_norm_eps": 1e-05,
|
| 28 |
+
"max_position_embeddings": 514,
|
| 29 |
+
"model_type": "roberta",
|
| 30 |
+
"num_attention_heads": 12,
|
| 31 |
+
"num_hidden_layers": 12,
|
| 32 |
+
"pad_token_id": 1,
|
| 33 |
+
"position_embedding_type": "absolute",
|
| 34 |
+
"problem_type": "single_label_classification",
|
| 35 |
+
"torch_dtype": "float32",
|
| 36 |
+
"transformers_version": "4.48.0",
|
| 37 |
+
"type_vocab_size": 1,
|
| 38 |
+
"use_cache": true,
|
| 39 |
+
"vocab_size": 50265
|
| 40 |
+
}
|
checkpoint-2871/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:77fa83f78f8efced14d895c74a0a60d8ecad30afe7fd6883bb7021fbc7b2a264
|
| 3 |
+
size 498615900
|
checkpoint-2871/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:27c865c6a1a3f3e8d2bff18171784335968cac1981439b08e9bec482de42d332
|
| 3 |
+
size 997346042
|
checkpoint-2871/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:00436bb592d234f4404aef3208939a5b2c931d620283a1d576a4fa20302ad73b
|
| 3 |
+
size 13990
|
checkpoint-2871/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:01983363ef66428eb10f82a416330e9bd118392e8a184a1ab2a4ec7174e89cec
|
| 3 |
+
size 1064
|
checkpoint-2871/trainer_state.json
ADDED
|
@@ -0,0 +1,894 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.007734560873359442,
|
| 3 |
+
"best_model_checkpoint": "autotrain-5zkp2-pa5ot/checkpoint-2871",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 2871,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.02612330198537095,
|
| 13 |
+
"grad_norm": 3.338355302810669,
|
| 14 |
+
"learning_rate": 4.340277777777778e-06,
|
| 15 |
+
"loss": 1.1122,
|
| 16 |
+
"step": 25
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.0522466039707419,
|
| 20 |
+
"grad_norm": 1.7776278257369995,
|
| 21 |
+
"learning_rate": 8.680555555555556e-06,
|
| 22 |
+
"loss": 1.0796,
|
| 23 |
+
"step": 50
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.07836990595611286,
|
| 27 |
+
"grad_norm": 3.9048593044281006,
|
| 28 |
+
"learning_rate": 1.3020833333333334e-05,
|
| 29 |
+
"loss": 1.0438,
|
| 30 |
+
"step": 75
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.1044932079414838,
|
| 34 |
+
"grad_norm": 4.985559940338135,
|
| 35 |
+
"learning_rate": 1.736111111111111e-05,
|
| 36 |
+
"loss": 0.944,
|
| 37 |
+
"step": 100
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.13061650992685475,
|
| 41 |
+
"grad_norm": 6.691493988037109,
|
| 42 |
+
"learning_rate": 2.170138888888889e-05,
|
| 43 |
+
"loss": 0.8765,
|
| 44 |
+
"step": 125
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.15673981191222572,
|
| 48 |
+
"grad_norm": 15.063920974731445,
|
| 49 |
+
"learning_rate": 2.604166666666667e-05,
|
| 50 |
+
"loss": 0.5913,
|
| 51 |
+
"step": 150
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.18286311389759666,
|
| 55 |
+
"grad_norm": 55.3206901550293,
|
| 56 |
+
"learning_rate": 3.0381944444444444e-05,
|
| 57 |
+
"loss": 0.3799,
|
| 58 |
+
"step": 175
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 0.2089864158829676,
|
| 62 |
+
"grad_norm": 8.026313781738281,
|
| 63 |
+
"learning_rate": 3.472222222222222e-05,
|
| 64 |
+
"loss": 0.3776,
|
| 65 |
+
"step": 200
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 0.23510971786833856,
|
| 69 |
+
"grad_norm": 3.5273993015289307,
|
| 70 |
+
"learning_rate": 3.90625e-05,
|
| 71 |
+
"loss": 0.2117,
|
| 72 |
+
"step": 225
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.2612330198537095,
|
| 76 |
+
"grad_norm": 0.12634535133838654,
|
| 77 |
+
"learning_rate": 4.340277777777778e-05,
|
| 78 |
+
"loss": 0.2089,
|
| 79 |
+
"step": 250
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"epoch": 0.28735632183908044,
|
| 83 |
+
"grad_norm": 0.2070770412683487,
|
| 84 |
+
"learning_rate": 4.774305555555556e-05,
|
| 85 |
+
"loss": 0.1633,
|
| 86 |
+
"step": 275
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 0.31347962382445144,
|
| 90 |
+
"grad_norm": 62.55227279663086,
|
| 91 |
+
"learning_rate": 4.9767711962833916e-05,
|
| 92 |
+
"loss": 0.1345,
|
| 93 |
+
"step": 300
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 0.3396029258098224,
|
| 97 |
+
"grad_norm": 0.017617134377360344,
|
| 98 |
+
"learning_rate": 4.928377855207124e-05,
|
| 99 |
+
"loss": 0.0022,
|
| 100 |
+
"step": 325
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"epoch": 0.3657262277951933,
|
| 104 |
+
"grad_norm": 0.02495918981730938,
|
| 105 |
+
"learning_rate": 4.879984514130856e-05,
|
| 106 |
+
"loss": 0.0762,
|
| 107 |
+
"step": 350
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 0.39184952978056425,
|
| 111 |
+
"grad_norm": 23.060834884643555,
|
| 112 |
+
"learning_rate": 4.831591173054588e-05,
|
| 113 |
+
"loss": 0.0773,
|
| 114 |
+
"step": 375
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 0.4179728317659352,
|
| 118 |
+
"grad_norm": 0.018387485295534134,
|
| 119 |
+
"learning_rate": 4.78319783197832e-05,
|
| 120 |
+
"loss": 0.0877,
|
| 121 |
+
"step": 400
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 0.4440961337513062,
|
| 125 |
+
"grad_norm": 0.08322528004646301,
|
| 126 |
+
"learning_rate": 4.734804490902052e-05,
|
| 127 |
+
"loss": 0.1489,
|
| 128 |
+
"step": 425
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.4702194357366771,
|
| 132 |
+
"grad_norm": 0.018301822245121002,
|
| 133 |
+
"learning_rate": 4.686411149825784e-05,
|
| 134 |
+
"loss": 0.1955,
|
| 135 |
+
"step": 450
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 0.49634273772204807,
|
| 139 |
+
"grad_norm": 159.80633544921875,
|
| 140 |
+
"learning_rate": 4.638017808749516e-05,
|
| 141 |
+
"loss": 0.1085,
|
| 142 |
+
"step": 475
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 0.522466039707419,
|
| 146 |
+
"grad_norm": 0.010405668057501316,
|
| 147 |
+
"learning_rate": 4.5896244676732484e-05,
|
| 148 |
+
"loss": 0.0424,
|
| 149 |
+
"step": 500
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 0.54858934169279,
|
| 153 |
+
"grad_norm": 0.016250956803560257,
|
| 154 |
+
"learning_rate": 4.5412311265969805e-05,
|
| 155 |
+
"loss": 0.0995,
|
| 156 |
+
"step": 525
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 0.5747126436781609,
|
| 160 |
+
"grad_norm": 6.8752760887146,
|
| 161 |
+
"learning_rate": 4.4928377855207126e-05,
|
| 162 |
+
"loss": 0.1536,
|
| 163 |
+
"step": 550
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 0.6008359456635318,
|
| 167 |
+
"grad_norm": 0.012155416421592236,
|
| 168 |
+
"learning_rate": 4.4444444444444447e-05,
|
| 169 |
+
"loss": 0.0141,
|
| 170 |
+
"step": 575
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 0.6269592476489029,
|
| 174 |
+
"grad_norm": 0.008480357006192207,
|
| 175 |
+
"learning_rate": 4.396051103368177e-05,
|
| 176 |
+
"loss": 0.002,
|
| 177 |
+
"step": 600
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 0.6530825496342738,
|
| 181 |
+
"grad_norm": 0.010472940281033516,
|
| 182 |
+
"learning_rate": 4.347657762291909e-05,
|
| 183 |
+
"loss": 0.0437,
|
| 184 |
+
"step": 625
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 0.6792058516196448,
|
| 188 |
+
"grad_norm": 0.021664993837475777,
|
| 189 |
+
"learning_rate": 4.299264421215641e-05,
|
| 190 |
+
"loss": 0.0272,
|
| 191 |
+
"step": 650
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 0.7053291536050157,
|
| 195 |
+
"grad_norm": 0.006474316120147705,
|
| 196 |
+
"learning_rate": 4.250871080139373e-05,
|
| 197 |
+
"loss": 0.0324,
|
| 198 |
+
"step": 675
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"epoch": 0.7314524555903866,
|
| 202 |
+
"grad_norm": 0.0071400972083210945,
|
| 203 |
+
"learning_rate": 4.202477739063105e-05,
|
| 204 |
+
"loss": 0.0674,
|
| 205 |
+
"step": 700
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 0.7575757575757576,
|
| 209 |
+
"grad_norm": 0.05537139251828194,
|
| 210 |
+
"learning_rate": 4.154084397986837e-05,
|
| 211 |
+
"loss": 0.1479,
|
| 212 |
+
"step": 725
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"epoch": 0.7836990595611285,
|
| 216 |
+
"grad_norm": 0.03653930872678757,
|
| 217 |
+
"learning_rate": 4.105691056910569e-05,
|
| 218 |
+
"loss": 0.0746,
|
| 219 |
+
"step": 750
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 0.8098223615464994,
|
| 223 |
+
"grad_norm": 0.030840527266263962,
|
| 224 |
+
"learning_rate": 4.0572977158343014e-05,
|
| 225 |
+
"loss": 0.0381,
|
| 226 |
+
"step": 775
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 0.8359456635318704,
|
| 230 |
+
"grad_norm": 0.02931591309607029,
|
| 231 |
+
"learning_rate": 4.0089043747580335e-05,
|
| 232 |
+
"loss": 0.0491,
|
| 233 |
+
"step": 800
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 0.8620689655172413,
|
| 237 |
+
"grad_norm": 0.01176014170050621,
|
| 238 |
+
"learning_rate": 3.9605110336817656e-05,
|
| 239 |
+
"loss": 0.0348,
|
| 240 |
+
"step": 825
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"epoch": 0.8881922675026124,
|
| 244 |
+
"grad_norm": 0.03229213505983353,
|
| 245 |
+
"learning_rate": 3.912117692605498e-05,
|
| 246 |
+
"loss": 0.0834,
|
| 247 |
+
"step": 850
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 0.9143155694879833,
|
| 251 |
+
"grad_norm": 0.015275160782039165,
|
| 252 |
+
"learning_rate": 3.86372435152923e-05,
|
| 253 |
+
"loss": 0.05,
|
| 254 |
+
"step": 875
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 0.9404388714733543,
|
| 258 |
+
"grad_norm": 0.013074109330773354,
|
| 259 |
+
"learning_rate": 3.815331010452962e-05,
|
| 260 |
+
"loss": 0.0012,
|
| 261 |
+
"step": 900
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 0.9665621734587252,
|
| 265 |
+
"grad_norm": 0.007205578964203596,
|
| 266 |
+
"learning_rate": 3.766937669376694e-05,
|
| 267 |
+
"loss": 0.0006,
|
| 268 |
+
"step": 925
|
| 269 |
+
},
|
| 270 |
+
{
|
| 271 |
+
"epoch": 0.9926854754440961,
|
| 272 |
+
"grad_norm": 0.023728761821985245,
|
| 273 |
+
"learning_rate": 3.718544328300426e-05,
|
| 274 |
+
"loss": 0.0409,
|
| 275 |
+
"step": 950
|
| 276 |
+
},
|
| 277 |
+
{
|
| 278 |
+
"epoch": 1.0,
|
| 279 |
+
"eval_accuracy": 0.9973863042341872,
|
| 280 |
+
"eval_f1_macro": 0.9973126862743199,
|
| 281 |
+
"eval_f1_micro": 0.9973863042341872,
|
| 282 |
+
"eval_f1_weighted": 0.9973863333834622,
|
| 283 |
+
"eval_loss": 0.020341886207461357,
|
| 284 |
+
"eval_precision_macro": 0.9963851515122331,
|
| 285 |
+
"eval_precision_micro": 0.9973863042341872,
|
| 286 |
+
"eval_precision_weighted": 0.9974001038510532,
|
| 287 |
+
"eval_recall_macro": 0.9982547993019196,
|
| 288 |
+
"eval_recall_micro": 0.9973863042341872,
|
| 289 |
+
"eval_recall_weighted": 0.9973863042341872,
|
| 290 |
+
"eval_runtime": 209.7986,
|
| 291 |
+
"eval_samples_per_second": 9.118,
|
| 292 |
+
"eval_steps_per_second": 0.572,
|
| 293 |
+
"step": 957
|
| 294 |
+
},
|
| 295 |
+
{
|
| 296 |
+
"epoch": 1.0188087774294672,
|
| 297 |
+
"grad_norm": 0.01665070652961731,
|
| 298 |
+
"learning_rate": 3.670150987224158e-05,
|
| 299 |
+
"loss": 0.0121,
|
| 300 |
+
"step": 975
|
| 301 |
+
},
|
| 302 |
+
{
|
| 303 |
+
"epoch": 1.044932079414838,
|
| 304 |
+
"grad_norm": 0.00787193700671196,
|
| 305 |
+
"learning_rate": 3.62175764614789e-05,
|
| 306 |
+
"loss": 0.0374,
|
| 307 |
+
"step": 1000
|
| 308 |
+
},
|
| 309 |
+
{
|
| 310 |
+
"epoch": 1.071055381400209,
|
| 311 |
+
"grad_norm": 0.004602901637554169,
|
| 312 |
+
"learning_rate": 3.5733643050716224e-05,
|
| 313 |
+
"loss": 0.0029,
|
| 314 |
+
"step": 1025
|
| 315 |
+
},
|
| 316 |
+
{
|
| 317 |
+
"epoch": 1.09717868338558,
|
| 318 |
+
"grad_norm": 0.0053739468567073345,
|
| 319 |
+
"learning_rate": 3.5249709639953545e-05,
|
| 320 |
+
"loss": 0.0004,
|
| 321 |
+
"step": 1050
|
| 322 |
+
},
|
| 323 |
+
{
|
| 324 |
+
"epoch": 1.123301985370951,
|
| 325 |
+
"grad_norm": 0.0077377124689519405,
|
| 326 |
+
"learning_rate": 3.4765776229190865e-05,
|
| 327 |
+
"loss": 0.0003,
|
| 328 |
+
"step": 1075
|
| 329 |
+
},
|
| 330 |
+
{
|
| 331 |
+
"epoch": 1.1494252873563218,
|
| 332 |
+
"grad_norm": 0.005279259290546179,
|
| 333 |
+
"learning_rate": 3.4281842818428186e-05,
|
| 334 |
+
"loss": 0.0798,
|
| 335 |
+
"step": 1100
|
| 336 |
+
},
|
| 337 |
+
{
|
| 338 |
+
"epoch": 1.1755485893416928,
|
| 339 |
+
"grad_norm": 0.005335587542504072,
|
| 340 |
+
"learning_rate": 3.379790940766551e-05,
|
| 341 |
+
"loss": 0.0008,
|
| 342 |
+
"step": 1125
|
| 343 |
+
},
|
| 344 |
+
{
|
| 345 |
+
"epoch": 1.2016718913270636,
|
| 346 |
+
"grad_norm": 0.013302076607942581,
|
| 347 |
+
"learning_rate": 3.331397599690283e-05,
|
| 348 |
+
"loss": 0.0007,
|
| 349 |
+
"step": 1150
|
| 350 |
+
},
|
| 351 |
+
{
|
| 352 |
+
"epoch": 1.2277951933124347,
|
| 353 |
+
"grad_norm": 0.060083452612161636,
|
| 354 |
+
"learning_rate": 3.283004258614015e-05,
|
| 355 |
+
"loss": 0.1174,
|
| 356 |
+
"step": 1175
|
| 357 |
+
},
|
| 358 |
+
{
|
| 359 |
+
"epoch": 1.2539184952978055,
|
| 360 |
+
"grad_norm": 0.005654782988131046,
|
| 361 |
+
"learning_rate": 3.234610917537747e-05,
|
| 362 |
+
"loss": 0.0008,
|
| 363 |
+
"step": 1200
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"epoch": 1.2800417972831766,
|
| 367 |
+
"grad_norm": 0.004458857234567404,
|
| 368 |
+
"learning_rate": 3.186217576461479e-05,
|
| 369 |
+
"loss": 0.0004,
|
| 370 |
+
"step": 1225
|
| 371 |
+
},
|
| 372 |
+
{
|
| 373 |
+
"epoch": 1.3061650992685476,
|
| 374 |
+
"grad_norm": 0.005284965503960848,
|
| 375 |
+
"learning_rate": 3.137824235385211e-05,
|
| 376 |
+
"loss": 0.0396,
|
| 377 |
+
"step": 1250
|
| 378 |
+
},
|
| 379 |
+
{
|
| 380 |
+
"epoch": 1.3322884012539185,
|
| 381 |
+
"grad_norm": 0.008645354770123959,
|
| 382 |
+
"learning_rate": 3.089430894308943e-05,
|
| 383 |
+
"loss": 0.0007,
|
| 384 |
+
"step": 1275
|
| 385 |
+
},
|
| 386 |
+
{
|
| 387 |
+
"epoch": 1.3584117032392895,
|
| 388 |
+
"grad_norm": 0.0050517115741968155,
|
| 389 |
+
"learning_rate": 3.041037553232675e-05,
|
| 390 |
+
"loss": 0.0126,
|
| 391 |
+
"step": 1300
|
| 392 |
+
},
|
| 393 |
+
{
|
| 394 |
+
"epoch": 1.3845350052246603,
|
| 395 |
+
"grad_norm": 0.013066472485661507,
|
| 396 |
+
"learning_rate": 2.9926442121564075e-05,
|
| 397 |
+
"loss": 0.0831,
|
| 398 |
+
"step": 1325
|
| 399 |
+
},
|
| 400 |
+
{
|
| 401 |
+
"epoch": 1.4106583072100314,
|
| 402 |
+
"grad_norm": 0.017604809254407883,
|
| 403 |
+
"learning_rate": 2.9442508710801396e-05,
|
| 404 |
+
"loss": 0.0012,
|
| 405 |
+
"step": 1350
|
| 406 |
+
},
|
| 407 |
+
{
|
| 408 |
+
"epoch": 1.4367816091954024,
|
| 409 |
+
"grad_norm": 0.006513866595923901,
|
| 410 |
+
"learning_rate": 2.8958575300038713e-05,
|
| 411 |
+
"loss": 0.0416,
|
| 412 |
+
"step": 1375
|
| 413 |
+
},
|
| 414 |
+
{
|
| 415 |
+
"epoch": 1.4629049111807733,
|
| 416 |
+
"grad_norm": 0.012942259199917316,
|
| 417 |
+
"learning_rate": 2.8474641889276038e-05,
|
| 418 |
+
"loss": 0.0007,
|
| 419 |
+
"step": 1400
|
| 420 |
+
},
|
| 421 |
+
{
|
| 422 |
+
"epoch": 1.489028213166144,
|
| 423 |
+
"grad_norm": 344.988037109375,
|
| 424 |
+
"learning_rate": 2.7990708478513355e-05,
|
| 425 |
+
"loss": 0.0425,
|
| 426 |
+
"step": 1425
|
| 427 |
+
},
|
| 428 |
+
{
|
| 429 |
+
"epoch": 1.5151515151515151,
|
| 430 |
+
"grad_norm": 0.03896530717611313,
|
| 431 |
+
"learning_rate": 2.750677506775068e-05,
|
| 432 |
+
"loss": 0.064,
|
| 433 |
+
"step": 1450
|
| 434 |
+
},
|
| 435 |
+
{
|
| 436 |
+
"epoch": 1.5412748171368862,
|
| 437 |
+
"grad_norm": 0.009162936359643936,
|
| 438 |
+
"learning_rate": 2.7022841656988e-05,
|
| 439 |
+
"loss": 0.001,
|
| 440 |
+
"step": 1475
|
| 441 |
+
},
|
| 442 |
+
{
|
| 443 |
+
"epoch": 1.567398119122257,
|
| 444 |
+
"grad_norm": 0.010370401665568352,
|
| 445 |
+
"learning_rate": 2.6538908246225318e-05,
|
| 446 |
+
"loss": 0.0365,
|
| 447 |
+
"step": 1500
|
| 448 |
+
},
|
| 449 |
+
{
|
| 450 |
+
"epoch": 1.5935214211076278,
|
| 451 |
+
"grad_norm": 0.009396117180585861,
|
| 452 |
+
"learning_rate": 2.6054974835462642e-05,
|
| 453 |
+
"loss": 0.0466,
|
| 454 |
+
"step": 1525
|
| 455 |
+
},
|
| 456 |
+
{
|
| 457 |
+
"epoch": 1.619644723092999,
|
| 458 |
+
"grad_norm": 0.016944007948040962,
|
| 459 |
+
"learning_rate": 2.5571041424699967e-05,
|
| 460 |
+
"loss": 0.0008,
|
| 461 |
+
"step": 1550
|
| 462 |
+
},
|
| 463 |
+
{
|
| 464 |
+
"epoch": 1.64576802507837,
|
| 465 |
+
"grad_norm": 0.008113248273730278,
|
| 466 |
+
"learning_rate": 2.5087108013937284e-05,
|
| 467 |
+
"loss": 0.034,
|
| 468 |
+
"step": 1575
|
| 469 |
+
},
|
| 470 |
+
{
|
| 471 |
+
"epoch": 1.671891327063741,
|
| 472 |
+
"grad_norm": 0.008707555942237377,
|
| 473 |
+
"learning_rate": 2.4603174603174602e-05,
|
| 474 |
+
"loss": 0.0007,
|
| 475 |
+
"step": 1600
|
| 476 |
+
},
|
| 477 |
+
{
|
| 478 |
+
"epoch": 1.6980146290491118,
|
| 479 |
+
"grad_norm": 0.06956545263528824,
|
| 480 |
+
"learning_rate": 2.4119241192411926e-05,
|
| 481 |
+
"loss": 0.0005,
|
| 482 |
+
"step": 1625
|
| 483 |
+
},
|
| 484 |
+
{
|
| 485 |
+
"epoch": 1.7241379310344827,
|
| 486 |
+
"grad_norm": 0.010159909725189209,
|
| 487 |
+
"learning_rate": 2.3635307781649247e-05,
|
| 488 |
+
"loss": 0.0822,
|
| 489 |
+
"step": 1650
|
| 490 |
+
},
|
| 491 |
+
{
|
| 492 |
+
"epoch": 1.7502612330198537,
|
| 493 |
+
"grad_norm": 0.007952134124934673,
|
| 494 |
+
"learning_rate": 2.3151374370886568e-05,
|
| 495 |
+
"loss": 0.0768,
|
| 496 |
+
"step": 1675
|
| 497 |
+
},
|
| 498 |
+
{
|
| 499 |
+
"epoch": 1.7763845350052248,
|
| 500 |
+
"grad_norm": 0.022700520232319832,
|
| 501 |
+
"learning_rate": 2.2667440960123886e-05,
|
| 502 |
+
"loss": 0.0325,
|
| 503 |
+
"step": 1700
|
| 504 |
+
},
|
| 505 |
+
{
|
| 506 |
+
"epoch": 1.8025078369905956,
|
| 507 |
+
"grad_norm": 0.04925369843840599,
|
| 508 |
+
"learning_rate": 2.218350754936121e-05,
|
| 509 |
+
"loss": 0.0832,
|
| 510 |
+
"step": 1725
|
| 511 |
+
},
|
| 512 |
+
{
|
| 513 |
+
"epoch": 1.8286311389759664,
|
| 514 |
+
"grad_norm": 0.010277110151946545,
|
| 515 |
+
"learning_rate": 2.169957413859853e-05,
|
| 516 |
+
"loss": 0.0007,
|
| 517 |
+
"step": 1750
|
| 518 |
+
},
|
| 519 |
+
{
|
| 520 |
+
"epoch": 1.8547544409613375,
|
| 521 |
+
"grad_norm": 0.009189656004309654,
|
| 522 |
+
"learning_rate": 2.1215640727835852e-05,
|
| 523 |
+
"loss": 0.0004,
|
| 524 |
+
"step": 1775
|
| 525 |
+
},
|
| 526 |
+
{
|
| 527 |
+
"epoch": 1.8808777429467085,
|
| 528 |
+
"grad_norm": 0.00968814454972744,
|
| 529 |
+
"learning_rate": 2.073170731707317e-05,
|
| 530 |
+
"loss": 0.0429,
|
| 531 |
+
"step": 1800
|
| 532 |
+
},
|
| 533 |
+
{
|
| 534 |
+
"epoch": 1.9070010449320796,
|
| 535 |
+
"grad_norm": 0.009455765597522259,
|
| 536 |
+
"learning_rate": 2.0247773906310494e-05,
|
| 537 |
+
"loss": 0.0874,
|
| 538 |
+
"step": 1825
|
| 539 |
+
},
|
| 540 |
+
{
|
| 541 |
+
"epoch": 1.9331243469174504,
|
| 542 |
+
"grad_norm": 0.00541004678234458,
|
| 543 |
+
"learning_rate": 1.9763840495547815e-05,
|
| 544 |
+
"loss": 0.0019,
|
| 545 |
+
"step": 1850
|
| 546 |
+
},
|
| 547 |
+
{
|
| 548 |
+
"epoch": 1.9592476489028212,
|
| 549 |
+
"grad_norm": 0.027987977489829063,
|
| 550 |
+
"learning_rate": 1.9279907084785136e-05,
|
| 551 |
+
"loss": 0.0375,
|
| 552 |
+
"step": 1875
|
| 553 |
+
},
|
| 554 |
+
{
|
| 555 |
+
"epoch": 1.9853709508881923,
|
| 556 |
+
"grad_norm": 0.012382814660668373,
|
| 557 |
+
"learning_rate": 1.8795973674022453e-05,
|
| 558 |
+
"loss": 0.0006,
|
| 559 |
+
"step": 1900
|
| 560 |
+
},
|
| 561 |
+
{
|
| 562 |
+
"epoch": 2.0,
|
| 563 |
+
"eval_accuracy": 0.9952953476215368,
|
| 564 |
+
"eval_f1_macro": 0.9958184083774263,
|
| 565 |
+
"eval_f1_micro": 0.9952953476215368,
|
| 566 |
+
"eval_f1_weighted": 0.995297723057706,
|
| 567 |
+
"eval_loss": 0.03401019424200058,
|
| 568 |
+
"eval_precision_macro": 0.9948206725776819,
|
| 569 |
+
"eval_precision_micro": 0.9952953476215368,
|
| 570 |
+
"eval_precision_weighted": 0.9953490671179285,
|
| 571 |
+
"eval_recall_macro": 0.9968586387434555,
|
| 572 |
+
"eval_recall_micro": 0.9952953476215368,
|
| 573 |
+
"eval_recall_weighted": 0.9952953476215368,
|
| 574 |
+
"eval_runtime": 204.9069,
|
| 575 |
+
"eval_samples_per_second": 9.336,
|
| 576 |
+
"eval_steps_per_second": 0.586,
|
| 577 |
+
"step": 1914
|
| 578 |
+
},
|
| 579 |
+
{
|
| 580 |
+
"epoch": 2.0114942528735633,
|
| 581 |
+
"grad_norm": 0.01057450845837593,
|
| 582 |
+
"learning_rate": 1.8312040263259778e-05,
|
| 583 |
+
"loss": 0.0421,
|
| 584 |
+
"step": 1925
|
| 585 |
+
},
|
| 586 |
+
{
|
| 587 |
+
"epoch": 2.0376175548589344,
|
| 588 |
+
"grad_norm": 0.005483025684952736,
|
| 589 |
+
"learning_rate": 1.78281068524971e-05,
|
| 590 |
+
"loss": 0.0004,
|
| 591 |
+
"step": 1950
|
| 592 |
+
},
|
| 593 |
+
{
|
| 594 |
+
"epoch": 2.063740856844305,
|
| 595 |
+
"grad_norm": 0.0031655074562877417,
|
| 596 |
+
"learning_rate": 1.734417344173442e-05,
|
| 597 |
+
"loss": 0.0065,
|
| 598 |
+
"step": 1975
|
| 599 |
+
},
|
| 600 |
+
{
|
| 601 |
+
"epoch": 2.089864158829676,
|
| 602 |
+
"grad_norm": 0.0039079682901501656,
|
| 603 |
+
"learning_rate": 1.6860240030971737e-05,
|
| 604 |
+
"loss": 0.0003,
|
| 605 |
+
"step": 2000
|
| 606 |
+
},
|
| 607 |
+
{
|
| 608 |
+
"epoch": 2.115987460815047,
|
| 609 |
+
"grad_norm": 6.877926826477051,
|
| 610 |
+
"learning_rate": 1.6376306620209058e-05,
|
| 611 |
+
"loss": 0.0447,
|
| 612 |
+
"step": 2025
|
| 613 |
+
},
|
| 614 |
+
{
|
| 615 |
+
"epoch": 2.142110762800418,
|
| 616 |
+
"grad_norm": 0.006742693949490786,
|
| 617 |
+
"learning_rate": 1.5892373209446382e-05,
|
| 618 |
+
"loss": 0.0387,
|
| 619 |
+
"step": 2050
|
| 620 |
+
},
|
| 621 |
+
{
|
| 622 |
+
"epoch": 2.1682340647857887,
|
| 623 |
+
"grad_norm": 0.005568367429077625,
|
| 624 |
+
"learning_rate": 1.5408439798683703e-05,
|
| 625 |
+
"loss": 0.0004,
|
| 626 |
+
"step": 2075
|
| 627 |
+
},
|
| 628 |
+
{
|
| 629 |
+
"epoch": 2.19435736677116,
|
| 630 |
+
"grad_norm": 0.010062599554657936,
|
| 631 |
+
"learning_rate": 1.4924506387921023e-05,
|
| 632 |
+
"loss": 0.0003,
|
| 633 |
+
"step": 2100
|
| 634 |
+
},
|
| 635 |
+
{
|
| 636 |
+
"epoch": 2.220480668756531,
|
| 637 |
+
"grad_norm": 0.0033714643213897943,
|
| 638 |
+
"learning_rate": 1.4440572977158342e-05,
|
| 639 |
+
"loss": 0.0002,
|
| 640 |
+
"step": 2125
|
| 641 |
+
},
|
| 642 |
+
{
|
| 643 |
+
"epoch": 2.246603970741902,
|
| 644 |
+
"grad_norm": 0.0053630974143743515,
|
| 645 |
+
"learning_rate": 1.3956639566395666e-05,
|
| 646 |
+
"loss": 0.0002,
|
| 647 |
+
"step": 2150
|
| 648 |
+
},
|
| 649 |
+
{
|
| 650 |
+
"epoch": 2.2727272727272725,
|
| 651 |
+
"grad_norm": 0.012313129380345345,
|
| 652 |
+
"learning_rate": 1.3472706155632985e-05,
|
| 653 |
+
"loss": 0.0803,
|
| 654 |
+
"step": 2175
|
| 655 |
+
},
|
| 656 |
+
{
|
| 657 |
+
"epoch": 2.2988505747126435,
|
| 658 |
+
"grad_norm": 0.010815066285431385,
|
| 659 |
+
"learning_rate": 1.2988772744870306e-05,
|
| 660 |
+
"loss": 0.0014,
|
| 661 |
+
"step": 2200
|
| 662 |
+
},
|
| 663 |
+
{
|
| 664 |
+
"epoch": 2.3249738766980146,
|
| 665 |
+
"grad_norm": 0.002910745795816183,
|
| 666 |
+
"learning_rate": 1.2504839334107627e-05,
|
| 667 |
+
"loss": 0.0014,
|
| 668 |
+
"step": 2225
|
| 669 |
+
},
|
| 670 |
+
{
|
| 671 |
+
"epoch": 2.3510971786833856,
|
| 672 |
+
"grad_norm": 0.003235210431739688,
|
| 673 |
+
"learning_rate": 1.2020905923344948e-05,
|
| 674 |
+
"loss": 0.0004,
|
| 675 |
+
"step": 2250
|
| 676 |
+
},
|
| 677 |
+
{
|
| 678 |
+
"epoch": 2.3772204806687567,
|
| 679 |
+
"grad_norm": 0.002846105257049203,
|
| 680 |
+
"learning_rate": 1.1536972512582269e-05,
|
| 681 |
+
"loss": 0.0002,
|
| 682 |
+
"step": 2275
|
| 683 |
+
},
|
| 684 |
+
{
|
| 685 |
+
"epoch": 2.4033437826541273,
|
| 686 |
+
"grad_norm": 0.0029369164258241653,
|
| 687 |
+
"learning_rate": 1.105303910181959e-05,
|
| 688 |
+
"loss": 0.0326,
|
| 689 |
+
"step": 2300
|
| 690 |
+
},
|
| 691 |
+
{
|
| 692 |
+
"epoch": 2.4294670846394983,
|
| 693 |
+
"grad_norm": 0.002867381554096937,
|
| 694 |
+
"learning_rate": 1.0569105691056911e-05,
|
| 695 |
+
"loss": 0.0547,
|
| 696 |
+
"step": 2325
|
| 697 |
+
},
|
| 698 |
+
{
|
| 699 |
+
"epoch": 2.4555903866248694,
|
| 700 |
+
"grad_norm": 0.0030547629576176405,
|
| 701 |
+
"learning_rate": 1.0085172280294232e-05,
|
| 702 |
+
"loss": 0.0002,
|
| 703 |
+
"step": 2350
|
| 704 |
+
},
|
| 705 |
+
{
|
| 706 |
+
"epoch": 2.4817136886102404,
|
| 707 |
+
"grad_norm": 0.003066838486120105,
|
| 708 |
+
"learning_rate": 9.601238869531553e-06,
|
| 709 |
+
"loss": 0.0002,
|
| 710 |
+
"step": 2375
|
| 711 |
+
},
|
| 712 |
+
{
|
| 713 |
+
"epoch": 2.507836990595611,
|
| 714 |
+
"grad_norm": 0.003202056046575308,
|
| 715 |
+
"learning_rate": 9.117305458768874e-06,
|
| 716 |
+
"loss": 0.0002,
|
| 717 |
+
"step": 2400
|
| 718 |
+
},
|
| 719 |
+
{
|
| 720 |
+
"epoch": 2.533960292580982,
|
| 721 |
+
"grad_norm": 0.002831035992130637,
|
| 722 |
+
"learning_rate": 8.633372048006195e-06,
|
| 723 |
+
"loss": 0.0002,
|
| 724 |
+
"step": 2425
|
| 725 |
+
},
|
| 726 |
+
{
|
| 727 |
+
"epoch": 2.560083594566353,
|
| 728 |
+
"grad_norm": 0.0025005133356899023,
|
| 729 |
+
"learning_rate": 8.149438637243516e-06,
|
| 730 |
+
"loss": 0.0002,
|
| 731 |
+
"step": 2450
|
| 732 |
+
},
|
| 733 |
+
{
|
| 734 |
+
"epoch": 2.586206896551724,
|
| 735 |
+
"grad_norm": 0.0023419370409101248,
|
| 736 |
+
"learning_rate": 7.665505226480837e-06,
|
| 737 |
+
"loss": 0.0002,
|
| 738 |
+
"step": 2475
|
| 739 |
+
},
|
| 740 |
+
{
|
| 741 |
+
"epoch": 2.6123301985370952,
|
| 742 |
+
"grad_norm": 0.004286649636924267,
|
| 743 |
+
"learning_rate": 7.181571815718158e-06,
|
| 744 |
+
"loss": 0.022,
|
| 745 |
+
"step": 2500
|
| 746 |
+
},
|
| 747 |
+
{
|
| 748 |
+
"epoch": 2.6384535005224663,
|
| 749 |
+
"grad_norm": 0.0027705898974090815,
|
| 750 |
+
"learning_rate": 6.697638404955478e-06,
|
| 751 |
+
"loss": 0.0002,
|
| 752 |
+
"step": 2525
|
| 753 |
+
},
|
| 754 |
+
{
|
| 755 |
+
"epoch": 2.664576802507837,
|
| 756 |
+
"grad_norm": 0.002411492168903351,
|
| 757 |
+
"learning_rate": 6.2137049941927995e-06,
|
| 758 |
+
"loss": 0.0301,
|
| 759 |
+
"step": 2550
|
| 760 |
+
},
|
| 761 |
+
{
|
| 762 |
+
"epoch": 2.690700104493208,
|
| 763 |
+
"grad_norm": 0.003571214620023966,
|
| 764 |
+
"learning_rate": 5.7297715834301205e-06,
|
| 765 |
+
"loss": 0.0002,
|
| 766 |
+
"step": 2575
|
| 767 |
+
},
|
| 768 |
+
{
|
| 769 |
+
"epoch": 2.716823406478579,
|
| 770 |
+
"grad_norm": 0.002616529120132327,
|
| 771 |
+
"learning_rate": 5.245838172667441e-06,
|
| 772 |
+
"loss": 0.0002,
|
| 773 |
+
"step": 2600
|
| 774 |
+
},
|
| 775 |
+
{
|
| 776 |
+
"epoch": 2.7429467084639496,
|
| 777 |
+
"grad_norm": 0.002348940121009946,
|
| 778 |
+
"learning_rate": 4.7619047619047615e-06,
|
| 779 |
+
"loss": 0.0454,
|
| 780 |
+
"step": 2625
|
| 781 |
+
},
|
| 782 |
+
{
|
| 783 |
+
"epoch": 2.7690700104493207,
|
| 784 |
+
"grad_norm": 0.0026359122712165117,
|
| 785 |
+
"learning_rate": 4.2779713511420825e-06,
|
| 786 |
+
"loss": 0.0195,
|
| 787 |
+
"step": 2650
|
| 788 |
+
},
|
| 789 |
+
{
|
| 790 |
+
"epoch": 2.7951933124346917,
|
| 791 |
+
"grad_norm": 0.002935645403340459,
|
| 792 |
+
"learning_rate": 3.794037940379404e-06,
|
| 793 |
+
"loss": 0.0508,
|
| 794 |
+
"step": 2675
|
| 795 |
+
},
|
| 796 |
+
{
|
| 797 |
+
"epoch": 2.8213166144200628,
|
| 798 |
+
"grad_norm": 0.009833462536334991,
|
| 799 |
+
"learning_rate": 3.3101045296167248e-06,
|
| 800 |
+
"loss": 0.0002,
|
| 801 |
+
"step": 2700
|
| 802 |
+
},
|
| 803 |
+
{
|
| 804 |
+
"epoch": 2.847439916405434,
|
| 805 |
+
"grad_norm": 6.756618976593018,
|
| 806 |
+
"learning_rate": 2.8261711188540457e-06,
|
| 807 |
+
"loss": 0.1122,
|
| 808 |
+
"step": 2725
|
| 809 |
+
},
|
| 810 |
+
{
|
| 811 |
+
"epoch": 2.873563218390805,
|
| 812 |
+
"grad_norm": 0.005804854445159435,
|
| 813 |
+
"learning_rate": 2.3422377080913667e-06,
|
| 814 |
+
"loss": 0.0002,
|
| 815 |
+
"step": 2750
|
| 816 |
+
},
|
| 817 |
+
{
|
| 818 |
+
"epoch": 2.8996865203761755,
|
| 819 |
+
"grad_norm": 0.005187211558222771,
|
| 820 |
+
"learning_rate": 1.8583042973286876e-06,
|
| 821 |
+
"loss": 0.0003,
|
| 822 |
+
"step": 2775
|
| 823 |
+
},
|
| 824 |
+
{
|
| 825 |
+
"epoch": 2.9258098223615465,
|
| 826 |
+
"grad_norm": 0.0601598359644413,
|
| 827 |
+
"learning_rate": 1.3743708865660086e-06,
|
| 828 |
+
"loss": 0.0002,
|
| 829 |
+
"step": 2800
|
| 830 |
+
},
|
| 831 |
+
{
|
| 832 |
+
"epoch": 2.9519331243469176,
|
| 833 |
+
"grad_norm": 0.0032336723525077105,
|
| 834 |
+
"learning_rate": 8.904374758033296e-07,
|
| 835 |
+
"loss": 0.0318,
|
| 836 |
+
"step": 2825
|
| 837 |
+
},
|
| 838 |
+
{
|
| 839 |
+
"epoch": 2.978056426332288,
|
| 840 |
+
"grad_norm": 0.003166941227391362,
|
| 841 |
+
"learning_rate": 4.0650406504065046e-07,
|
| 842 |
+
"loss": 0.0004,
|
| 843 |
+
"step": 2850
|
| 844 |
+
},
|
| 845 |
+
{
|
| 846 |
+
"epoch": 3.0,
|
| 847 |
+
"eval_accuracy": 0.9989545216936748,
|
| 848 |
+
"eval_f1_macro": 0.9991256596070146,
|
| 849 |
+
"eval_f1_micro": 0.9989545216936748,
|
| 850 |
+
"eval_f1_weighted": 0.9989547969603347,
|
| 851 |
+
"eval_loss": 0.007734560873359442,
|
| 852 |
+
"eval_precision_macro": 0.9989517819706499,
|
| 853 |
+
"eval_precision_micro": 0.9989545216936748,
|
| 854 |
+
"eval_precision_weighted": 0.9989578093613047,
|
| 855 |
+
"eval_recall_macro": 0.9993019197207679,
|
| 856 |
+
"eval_recall_micro": 0.9989545216936748,
|
| 857 |
+
"eval_recall_weighted": 0.9989545216936748,
|
| 858 |
+
"eval_runtime": 176.5223,
|
| 859 |
+
"eval_samples_per_second": 10.837,
|
| 860 |
+
"eval_steps_per_second": 0.68,
|
| 861 |
+
"step": 2871
|
| 862 |
+
}
|
| 863 |
+
],
|
| 864 |
+
"logging_steps": 25,
|
| 865 |
+
"max_steps": 2871,
|
| 866 |
+
"num_input_tokens_seen": 0,
|
| 867 |
+
"num_train_epochs": 3,
|
| 868 |
+
"save_steps": 500,
|
| 869 |
+
"stateful_callbacks": {
|
| 870 |
+
"EarlyStoppingCallback": {
|
| 871 |
+
"args": {
|
| 872 |
+
"early_stopping_patience": 5,
|
| 873 |
+
"early_stopping_threshold": 0.01
|
| 874 |
+
},
|
| 875 |
+
"attributes": {
|
| 876 |
+
"early_stopping_patience_counter": 0
|
| 877 |
+
}
|
| 878 |
+
},
|
| 879 |
+
"TrainerControl": {
|
| 880 |
+
"args": {
|
| 881 |
+
"should_epoch_stop": false,
|
| 882 |
+
"should_evaluate": false,
|
| 883 |
+
"should_log": false,
|
| 884 |
+
"should_save": true,
|
| 885 |
+
"should_training_stop": true
|
| 886 |
+
},
|
| 887 |
+
"attributes": {}
|
| 888 |
+
}
|
| 889 |
+
},
|
| 890 |
+
"total_flos": 1509810569277696.0,
|
| 891 |
+
"train_batch_size": 8,
|
| 892 |
+
"trial_name": null,
|
| 893 |
+
"trial_params": null
|
| 894 |
+
}
|
checkpoint-2871/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b77a17d847c78ac8f470104c0b00fb117b1100fd9badf4a978157ffb4d832be3
|
| 3 |
+
size 5368
|
config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "cardiffnlp/twitter-roberta-base",
|
| 3 |
+
"_num_labels": 3,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"RobertaForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"bos_token_id": 0,
|
| 9 |
+
"classifier_dropout": null,
|
| 10 |
+
"eos_token_id": 2,
|
| 11 |
+
"gradient_checkpointing": false,
|
| 12 |
+
"hidden_act": "gelu",
|
| 13 |
+
"hidden_dropout_prob": 0.1,
|
| 14 |
+
"hidden_size": 768,
|
| 15 |
+
"id2label": {
|
| 16 |
+
"0": "0",
|
| 17 |
+
"1": "1",
|
| 18 |
+
"2": "2"
|
| 19 |
+
},
|
| 20 |
+
"initializer_range": 0.02,
|
| 21 |
+
"intermediate_size": 3072,
|
| 22 |
+
"label2id": {
|
| 23 |
+
"0": 0,
|
| 24 |
+
"1": 1,
|
| 25 |
+
"2": 2
|
| 26 |
+
},
|
| 27 |
+
"layer_norm_eps": 1e-05,
|
| 28 |
+
"max_position_embeddings": 514,
|
| 29 |
+
"model_type": "roberta",
|
| 30 |
+
"num_attention_heads": 12,
|
| 31 |
+
"num_hidden_layers": 12,
|
| 32 |
+
"pad_token_id": 1,
|
| 33 |
+
"position_embedding_type": "absolute",
|
| 34 |
+
"problem_type": "single_label_classification",
|
| 35 |
+
"torch_dtype": "float32",
|
| 36 |
+
"transformers_version": "4.48.0",
|
| 37 |
+
"type_vocab_size": 1,
|
| 38 |
+
"use_cache": true,
|
| 39 |
+
"vocab_size": 50265
|
| 40 |
+
}
|
merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:77fa83f78f8efced14d895c74a0a60d8ecad30afe7fd6883bb7021fbc7b2a264
|
| 3 |
+
size 498615900
|
runs/Oct29_16-34-51_r-zkava01-pj-ee7luc7v-2b90d-t5zcp/events.out.tfevents.1761755692.r-zkava01-pj-ee7luc7v-2b90d-t5zcp.65.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6d9b89b35a19dd8e614f706634d1f7291da3a6b89d57c42f5826930277999e82
|
| 3 |
+
size 32153
|
runs/Oct29_16-34-51_r-zkava01-pj-ee7luc7v-2b90d-t5zcp/events.out.tfevents.1761766876.r-zkava01-pj-ee7luc7v-2b90d-t5zcp.65.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:928d93d2d13da65ca5aafd2efd1f4c70509bd5bd99e6c2e0d38bb11246d640c1
|
| 3 |
+
size 921
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"cls_token": {
|
| 10 |
+
"content": "<s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"eos_token": {
|
| 17 |
+
"content": "</s>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": true,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"mask_token": {
|
| 24 |
+
"content": "<mask>",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"pad_token": {
|
| 31 |
+
"content": "<pad>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": true,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"sep_token": {
|
| 38 |
+
"content": "</s>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": true,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
+
"content": "<unk>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": true,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false
|
| 50 |
+
}
|
| 51 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
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": false,
|
| 47 |
+
"cls_token": "<s>",
|
| 48 |
+
"eos_token": "</s>",
|
| 49 |
+
"errors": "replace",
|
| 50 |
+
"extra_special_tokens": {},
|
| 51 |
+
"mask_token": "<mask>",
|
| 52 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 53 |
+
"pad_token": "<pad>",
|
| 54 |
+
"sep_token": "</s>",
|
| 55 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 56 |
+
"trim_offsets": true,
|
| 57 |
+
"unk_token": "<unk>"
|
| 58 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b77a17d847c78ac8f470104c0b00fb117b1100fd9badf4a978157ffb4d832be3
|
| 3 |
+
size 5368
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "autotrain-5zkp2-pa5ot/autotrain-data",
|
| 3 |
+
"model": "cardiffnlp/twitter-roberta-base",
|
| 4 |
+
"lr": 5e-05,
|
| 5 |
+
"epochs": 3,
|
| 6 |
+
"max_seq_length": 128,
|
| 7 |
+
"batch_size": 8,
|
| 8 |
+
"warmup_ratio": 0.1,
|
| 9 |
+
"gradient_accumulation": 1,
|
| 10 |
+
"optimizer": "adamw_torch",
|
| 11 |
+
"scheduler": "linear",
|
| 12 |
+
"weight_decay": 0.0,
|
| 13 |
+
"max_grad_norm": 1.0,
|
| 14 |
+
"seed": 42,
|
| 15 |
+
"train_split": "train",
|
| 16 |
+
"valid_split": "validation",
|
| 17 |
+
"text_column": "autotrain_text",
|
| 18 |
+
"target_column": "autotrain_label",
|
| 19 |
+
"logging_steps": -1,
|
| 20 |
+
"project_name": "autotrain-5zkp2-pa5ot",
|
| 21 |
+
"auto_find_batch_size": false,
|
| 22 |
+
"mixed_precision": "fp16",
|
| 23 |
+
"save_total_limit": 1,
|
| 24 |
+
"push_to_hub": true,
|
| 25 |
+
"eval_strategy": "epoch",
|
| 26 |
+
"username": "zkava01",
|
| 27 |
+
"log": "tensorboard",
|
| 28 |
+
"early_stopping_patience": 5,
|
| 29 |
+
"early_stopping_threshold": 0.01
|
| 30 |
+
}
|
vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|