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Browse files- README.md +37 -0
- checkpoint-80/config.json +40 -0
- checkpoint-80/model.safetensors +3 -0
- checkpoint-80/optimizer.pt +3 -0
- checkpoint-80/rng_state.pth +3 -0
- checkpoint-80/scheduler.pt +3 -0
- checkpoint-80/trainer_state.json +200 -0
- checkpoint-80/training_args.bin +3 -0
- config.json +40 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Feb07_15-43-47_r-zkava01-economictonenyt-7q1i7oti-59abe-qnhjp/events.out.tfevents.1738943029.r-zkava01-economictonenyt-7q1i7oti-59abe-qnhjp.107.0 +2 -2
- runs/Feb07_15-43-47_r-zkava01-economictonenyt-7q1i7oti-59abe-qnhjp/events.out.tfevents.1738944456.r-zkava01-economictonenyt-7q1i7oti-59abe-qnhjp.107.1 +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
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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: cardiffnlp/twitter-roberta-base-sentiment-latest
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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: 0.8140808343887329
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f1_macro: 0.7169680062645076
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f1_micro: 0.71875
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f1_weighted: 0.719803137322762
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precision_macro: 0.7124963414309661
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precision_micro: 0.71875
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precision_weighted: 0.7473707776787377
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recall_macro: 0.7500480606863587
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recall_micro: 0.71875
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recall_weighted: 0.71875
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accuracy: 0.71875
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checkpoint-80/config.json
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{
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"_name_or_path": "cardiffnlp/twitter-roberta-base-sentiment-latest",
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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": "0",
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"1": "1",
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"2": "2"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"0": 0,
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"1": 1,
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"2": 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-80/model.safetensors
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checkpoint-80/optimizer.pt
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checkpoint-80/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:48faa3cc650669e79fd7c891f81f64918604bf46f4dce4c803a36b30cea721fe
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size 5368
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config.json
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{
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"_name_or_path": "cardiffnlp/twitter-roberta-base-sentiment-latest",
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"_num_labels": 3,
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"architectures": [
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"RobertaForSequenceClassification"
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"id2label": {
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"0": "0",
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"1": "1",
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"model_type": "roberta",
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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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merges.txt
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 498615900
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runs/Feb07_15-43-47_r-zkava01-economictonenyt-7q1i7oti-59abe-qnhjp/events.out.tfevents.1738943029.r-zkava01-economictonenyt-7q1i7oti-59abe-qnhjp.107.0
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size 20711
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runs/Feb07_15-43-47_r-zkava01-economictonenyt-7q1i7oti-59abe-qnhjp/events.out.tfevents.1738944456.r-zkava01-economictonenyt-7q1i7oti-59abe-qnhjp.107.1
ADDED
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version https://git-lfs.github.com/spec/v1
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special_tokens_map.json
ADDED
@@ -0,0 +1,51 @@
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{
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"content": "<s>",
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}
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}
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tokenizer.json
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tokenizer_config.json
ADDED
@@ -0,0 +1,58 @@
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{
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},
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"tokenizer_class": "RobertaTokenizer",
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}
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training_args.bin
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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training_params.json
ADDED
@@ -0,0 +1,30 @@
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{
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"data_path": "autotrain-g8xiw-ebx5n/autotrain-data",
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"model": "cardiffnlp/twitter-roberta-base-sentiment-latest",
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"lr": 5e-05,
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"epochs": 3,
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"max_seq_length": 128,
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"warmup_ratio": 0.1,
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"optimizer": "adamw_torch",
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"scheduler": "linear",
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"weight_decay": 0.0,
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"seed": 42,
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"train_split": "train",
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"valid_split": "validation",
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"text_column": "autotrain_text",
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"target_column": "autotrain_label",
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"logging_steps": -1,
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"project_name": "autotrain-g8xiw-ebx5n",
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"auto_find_batch_size": false,
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"mixed_precision": "fp16",
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"save_total_limit": 1,
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"push_to_hub": true,
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"eval_strategy": "epoch",
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"username": "zkava01",
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"log": "tensorboard",
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"early_stopping_patience": 5,
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"early_stopping_threshold": 0.01
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}
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vocab.json
ADDED
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