Upload folder using huggingface_hub
Browse files- README.md +36 -0
- checkpoint-189/config.json +42 -0
- checkpoint-189/model.safetensors +3 -0
- checkpoint-189/optimizer.pt +3 -0
- checkpoint-189/rng_state.pth +3 -0
- checkpoint-189/scheduler.pt +3 -0
- checkpoint-189/trainer_state.json +754 -0
- checkpoint-189/training_args.bin +3 -0
- config.json +42 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Jul13_15-41-41_r-luukschmitz-geogeogeo-ujhzmwli-1d726-chxhk/events.out.tfevents.1720885301.r-luukschmitz-geogeogeo-ujhzmwli-1d726-chxhk.161.0 +2 -2
- runs/Jul13_15-41-41_r-luukschmitz-geogeogeo-ujhzmwli-1d726-chxhk/events.out.tfevents.1720885380.r-luukschmitz-geogeogeo-ujhzmwli-1d726-chxhk.161.1 +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +61 -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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tags:
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- autotrain
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- text-classification
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base_model: mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis
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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: 0.8448383808135986
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f1_macro: 0.6157720421369062
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f1_micro: 0.6903765690376569
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f1_weighted: 0.6859027993316449
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precision_macro: 0.6455502935971685
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precision_micro: 0.6903765690376569
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precision_weighted: 0.686461837753025
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| 29 |
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recall_macro: 0.5960579394741132
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recall_micro: 0.6903765690376569
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recall_weighted: 0.6903765690376569
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accuracy: 0.6903765690376569
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checkpoint-189/config.json
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{
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"_name_or_path": "mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis",
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| 3 |
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"_num_labels": 4,
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| 4 |
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"architectures": [
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"RobertaForSequenceClassification"
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],
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| 7 |
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"attention_probs_dropout_prob": 0.1,
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| 8 |
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"bos_token_id": 0,
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| 9 |
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"classifier_dropout": null,
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| 10 |
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"eos_token_id": 2,
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| 11 |
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"gradient_checkpointing": false,
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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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"3": "3"
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},
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| 21 |
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"initializer_range": 0.02,
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| 22 |
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"intermediate_size": 3072,
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| 23 |
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"label2id": {
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| 24 |
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"0": 0,
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"1": 1,
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"2": 2,
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| 27 |
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"3": 3
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| 28 |
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},
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| 29 |
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"layer_norm_eps": 1e-05,
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| 30 |
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"max_position_embeddings": 514,
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| 31 |
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"model_type": "roberta",
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| 32 |
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"num_attention_heads": 12,
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| 33 |
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"num_hidden_layers": 6,
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| 34 |
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"pad_token_id": 1,
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| 35 |
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"position_embedding_type": "absolute",
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| 36 |
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"problem_type": "single_label_classification",
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| 37 |
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"torch_dtype": "float32",
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| 38 |
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"transformers_version": "4.42.2",
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| 39 |
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"type_vocab_size": 1,
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| 40 |
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"use_cache": true,
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| 41 |
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"vocab_size": 50265
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}
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checkpoint-189/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:7d80d201311047c1f005cc6432758847c4dac8817bd25a89e2ad82645c9680a0
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size 328498432
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checkpoint-189/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:69a756e3fc15590f750613f6a0482dcef13cfc76d43630d7bdc04ce3964938ff
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size 657059898
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checkpoint-189/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:2d4ec88d8b413ced1925b97a4dbf776b3f45cd0ce76a76bc891e0b4481c649e2
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size 14244
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checkpoint-189/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0e0b64861334d7123189cb32fca00d179a0693ec2b047ca8aa07691fc325e4b4
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size 1064
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checkpoint-189/trainer_state.json
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"lr": 5e-05,
|
| 5 |
+
"epochs": 12,
|
| 6 |
+
"max_seq_length": 256,
|
| 7 |
+
"batch_size": 32,
|
| 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": "Geofin2",
|
| 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": "luukschmitz",
|
| 27 |
+
"log": "tensorboard",
|
| 28 |
+
"early_stopping_patience": 5,
|
| 29 |
+
"early_stopping_threshold": 0.01
|
| 30 |
+
}
|
vocab.json
ADDED
|
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|
|