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Browse files- README.md +37 -0
- checkpoint-500/config.json +39 -0
- checkpoint-500/model.safetensors +3 -0
- checkpoint-500/optimizer.pt +3 -0
- checkpoint-500/rng_state.pth +3 -0
- checkpoint-500/scheduler.pt +3 -0
- checkpoint-500/trainer_state.json +365 -0
- checkpoint-500/training_args.bin +3 -0
- config.json +39 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Jul26_08-47-27_r-barzillian-autotrain-tihbmnmf-fb27f-ntzqa/events.out.tfevents.1753519649.r-barzillian-autotrain-tihbmnmf-fb27f-ntzqa.116.0 +2 -2
- runs/Jul26_08-47-27_r-barzillian-autotrain-tihbmnmf-fb27f-ntzqa/events.out.tfevents.1753531449.r-barzillian-autotrain-tihbmnmf-fb27f-ntzqa.116.1 +3 -0
- special_tokens_map.json +15 -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
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---
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library_name: transformers
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tags:
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- autotrain
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- text-classification
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base_model: FacebookAI/roberta-base
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widget:
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- text: "I love AutoTrain"
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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loss: 0.646373450756073
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f1_macro: 0.7298437618326189
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f1_micro: 0.7447447447447447
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f1_weighted: 0.7467396946425192
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precision_macro: 0.7348636077090247
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precision_micro: 0.7447447447447447
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precision_weighted: 0.7644157119297172
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recall_macro: 0.7382166799546654
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recall_micro: 0.7447447447447447
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recall_weighted: 0.7447447447447447
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accuracy: 0.7447447447447447
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checkpoint-500/config.json
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{
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"_name_or_path": "FacebookAI/roberta-base",
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"_num_labels": 3,
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "negative",
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"1": "neutral",
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"2": "positive"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"negative": 0,
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"neutral": 1,
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"positive": 2
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.48.0",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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checkpoint-500/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:3e416f25e50d3c606dceebde1f783278f97c7f9f0f53e34d13af9657ca1158e4
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size 498615900
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checkpoint-500/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a03bad89de9b6ff52bbbcb3e308d8fba36f8525ee1707410a760aa123c724b9c
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size 997346042
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checkpoint-500/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:a3c0a06e04917278ab76801ad2c2b18263b78acc5c7d345e3776df25a2b7eed2
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size 13990
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checkpoint-500/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:441fe55200e88247d0cb84c3a5d41f73058895b59e0666b89da76a37ed964576
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size 1064
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checkpoint-500/trainer_state.json
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| 1 |
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{
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oid sha256:79d35b444f902dbc85b9300f6c641513704c1c9eb58553acbdd6700a10c827cf
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| 3 |
+
size 921
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special_tokens_map.json
ADDED
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@@ -0,0 +1,15 @@
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| 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 |
+
}
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tokenizer.json
ADDED
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tokenizer_config.json
ADDED
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@@ -0,0 +1,58 @@
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|
| 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": 512,
|
| 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 @@
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|
|
|
|
|
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|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ce088ec1956cdb4b514d584fd404b0376e0672539fe83ea6c766a3392c1a8042
|
| 3 |
+
size 5368
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
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|
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|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "knowledge-Distillation/autotrain-data",
|
| 3 |
+
"model": "FacebookAI/roberta-base",
|
| 4 |
+
"lr": 5e-05,
|
| 5 |
+
"epochs": 5,
|
| 6 |
+
"max_seq_length": 128,
|
| 7 |
+
"batch_size": 16,
|
| 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": "knowledge-Distillation",
|
| 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": "Barzillian",
|
| 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.
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|
|
|