End of training
Browse files- README.md +62 -0
- best_model/config.json +43 -0
- best_model/model.safetensors +3 -0
- best_model/optimizer.pt +3 -0
- best_model/rng_state.pth +3 -0
- best_model/scheduler.pt +3 -0
- best_model/special_tokens_map.json +7 -0
- best_model/tokenizer.json +0 -0
- best_model/tokenizer_config.json +58 -0
- best_model/trainer_state.json +125 -0
- best_model/training_args.bin +3 -0
- best_model/vocab.txt +0 -0
- config.json +43 -0
- model.safetensors +3 -0
- runs/Mar06_03-37-40_08f52ca9a3f5/events.out.tfevents.1709696261.08f52ca9a3f5.893.7 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
README.md
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---
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license: mit
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base_model: dbmdz/bert-base-german-cased
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: tc
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# tc
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This model is a fine-tuned version of [dbmdz/bert-base-german-cased](https://huggingface.co/dbmdz/bert-base-german-cased) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5440
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- Accuracy: 0.9174
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 0.0586 | 1.0 | 1835 | 0.6466 | 0.9073 |
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| 0.047 | 2.0 | 3670 | 0.6389 | 0.9122 |
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| 0.0724 | 3.0 | 5505 | 0.5440 | 0.9174 |
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### Framework versions
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- Transformers 4.38.1
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- Pytorch 2.1.0+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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best_model/config.json
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{
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"_name_or_path": "dbmdz/bert-base-german-cased",
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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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": "ft",
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"1": "pkg",
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"2": "ct",
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"3": "mr",
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"4": "ch",
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"5": "cnc"
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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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"ch": 4,
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"cnc": 5,
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"ct": 2,
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"ft": 0,
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"mr": 3,
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"pkg": 1
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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"pad_token_id": 0,
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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": "4.38.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 31102
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}
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best_model/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:191a2f07ce067db18fa985bc8d054de16c3156bcc7e4c64b9f7cd020dd7d38d2
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size 439752712
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best_model/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 879626490
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best_model/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14244
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best_model/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 1064
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best_model/special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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best_model/tokenizer.json
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The diff for this file is too large to render.
See raw diff
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best_model/tokenizer_config.json
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best_model/trainer_state.json
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best_model/training_args.bin
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version https://git-lfs.github.com/spec/v1
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best_model/vocab.txt
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config.json
ADDED
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|
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version https://git-lfs.github.com/spec/v1
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special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
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tokenizer.json
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tokenizer_config.json
ADDED
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|
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|
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training_args.bin
ADDED
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1 |
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version https://git-lfs.github.com/spec/v1
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vocab.txt
ADDED
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