End of training
Browse files- README.md +66 -0
- config.json +33 -0
- model.safetensors +3 -0
- runs/Jun03_08-14-07_691eb60a5365/events.out.tfevents.1717402448.691eb60a5365.5557.0 +3 -0
- special_tokens_map.json +51 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +64 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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base_model: Ariffiq99/CRAB_COPA_albert_base_finetuned
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tags:
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- generated_from_trainer
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metrics:
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- f1
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model-index:
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- name: e_care_CRAB_COPA_albert_base_finetuned
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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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# e_care_CRAB_COPA_albert_base_finetuned
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This model is a fine-tuned version of [Ariffiq99/CRAB_COPA_albert_base_finetuned](https://huggingface.co/Ariffiq99/CRAB_COPA_albert_base_finetuned) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7816
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- F1: 0.6645
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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: 5e-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: 7
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| 0.6632 | 1.0 | 933 | 0.6928 | 0.5457 |
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| 0.6983 | 2.0 | 1866 | 0.6931 | 0.5320 |
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| 0.6964 | 3.0 | 2799 | 0.6931 | 0.5226 |
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| 0.6962 | 4.0 | 3732 | 0.6402 | 0.6155 |
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| 0.579 | 5.0 | 4665 | 0.5831 | 0.6758 |
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| 0.4331 | 6.0 | 5598 | 0.6612 | 0.6706 |
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| 0.3198 | 7.0 | 6531 | 0.7816 | 0.6645 |
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### Framework versions
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- Transformers 4.41.1
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- Pytorch 2.3.0+cu121
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- Datasets 2.19.2
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- Tokenizers 0.19.1
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config.json
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{
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"_name_or_path": "Ariffiq99/CRAB_COPA_albert_base_finetuned",
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"architectures": [
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"AlbertForMultipleChoice"
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],
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"attention_probs_dropout_prob": 0,
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"bos_token_id": 2,
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"classifier_dropout_prob": 0.1,
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"down_scale_factor": 1,
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"embedding_size": 128,
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"eos_token_id": 3,
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"gap_size": 0,
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"hidden_act": "gelu_new",
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"hidden_dropout_prob": 0,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"inner_group_num": 1,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "albert",
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"net_structure_type": 0,
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"num_attention_heads": 12,
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"num_hidden_groups": 1,
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"num_hidden_layers": 12,
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"num_memory_blocks": 0,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.41.1",
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"type_vocab_size": 2,
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"vocab_size": 30000
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:e0ab12bddbe2b35256273f37325c4e5a867bb386348ba0a3b86bca1bf1673529
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size 46740836
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runs/Jun03_08-14-07_691eb60a5365/events.out.tfevents.1717402448.691eb60a5365.5557.0
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version https://git-lfs.github.com/spec/v1
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size 10409
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special_tokens_map.json
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{
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"bos_token": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"cls_token": {
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"mask_token": {
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"pad_token": {
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"content": "<pad>",
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"lstrip": false,
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"rstrip": false,
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"single_word": false
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"sep_token": {
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"content": "[SEP]",
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"unk_token": {
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"content": "<unk>",
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"rstrip": false,
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"single_word": false
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}
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}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:fefb02b667a6c5c2fe27602d28e5fb3428f66ab89c7d6f388e7c8d44a02d0336
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size 760289
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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
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{
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"added_tokens_decoder": {
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},
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "[CLS]",
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_lower_case": true,
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"eos_token": "[SEP]",
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"keep_accents": false,
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"mask_token": "[MASK]",
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"max_length": 512,
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"pad_to_multiple_of": null,
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"pad_token": "<pad>",
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"pad_token_type_id": 0,
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"padding_side": "right",
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"remove_space": true,
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"sep_token": "[SEP]",
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"stride": 0,
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"tokenizer_class": "AlbertTokenizer",
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"truncation_side": "right",
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"truncation_strategy": "longest_first",
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"unk_token": "<unk>"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:d903eccca85e4b905478c70833801c16763a543296b86d456afa9972fd850ab7
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size 5176
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