End of training
Browse filesThis view is limited to 50 files because it contains too many changes.
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- README.md +61 -0
- config.json +40 -0
- logs/events.out.tfevents.1708325107.2c8afbeedd1a.444.0 +3 -0
- logs/events.out.tfevents.1708325183.2c8afbeedd1a.444.1 +3 -0
- model.safetensors +3 -0
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- run-0/checkpoint-1382/model.safetensors +3 -0
- run-0/checkpoint-1382/optimizer.pt +3 -0
- run-0/checkpoint-1382/rng_state.pth +3 -0
- run-0/checkpoint-1382/scheduler.pt +3 -0
- run-0/checkpoint-1382/special_tokens_map.json +51 -0
- run-0/checkpoint-1382/tokenizer.json +0 -0
- run-0/checkpoint-1382/tokenizer_config.json +59 -0
- run-0/checkpoint-1382/trainer_state.json +47 -0
- run-0/checkpoint-1382/training_args.bin +3 -0
- run-0/checkpoint-1382/vocab.txt +0 -0
- run-0/checkpoint-2764/config.json +40 -0
- run-0/checkpoint-2764/model.safetensors +3 -0
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- run-0/checkpoint-2764/training_args.bin +3 -0
- run-0/checkpoint-2764/vocab.txt +0 -0
- run-0/checkpoint-87/config.json +40 -0
- run-0/checkpoint-87/model.safetensors +3 -0
- run-0/checkpoint-87/optimizer.pt +3 -0
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- run-0/checkpoint-87/scheduler.pt +3 -0
- run-0/checkpoint-87/special_tokens_map.json +51 -0
- run-0/checkpoint-87/tokenizer.json +0 -0
- run-0/checkpoint-87/tokenizer_config.json +59 -0
- run-0/checkpoint-87/trainer_state.json +35 -0
- run-0/checkpoint-87/training_args.bin +3 -0
- run-0/checkpoint-87/vocab.txt +0 -0
- run-1/checkpoint-174/config.json +40 -0
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- run-1/checkpoint-174/scheduler.pt +3 -0
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- run-1/checkpoint-174/tokenizer.json +0 -0
- run-1/checkpoint-174/tokenizer_config.json +59 -0
- run-1/checkpoint-174/trainer_state.json +44 -0
- run-1/checkpoint-174/training_args.bin +3 -0
- run-1/checkpoint-174/vocab.txt +0 -0
- run-1/checkpoint-261/config.json +40 -0
README.md
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---
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base_model: klue/roberta-base
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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: roberta-base-finetuned-hate_speech-best
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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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# roberta-base-finetuned-hate_speech-best
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This model is a fine-tuned version of [klue/roberta-base](https://huggingface.co/klue/roberta-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.9992
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- F1: 0.6290
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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: 2.237588569580688e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 39
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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 | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| 0.903 | 1.0 | 691 | 0.7957 | 0.6028 |
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| 0.7236 | 2.0 | 1382 | 0.7965 | 0.6316 |
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| 0.4621 | 3.0 | 2073 | 0.9992 | 0.6290 |
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### Framework versions
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- Transformers 4.37.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.17.0
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- Tokenizers 0.15.2
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config.json
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"architectures": [
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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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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"tokenizer_class": "BertTokenizer",
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"torch_dtype": "float32",
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"transformers_version": "4.37.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 32000
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}
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
run-1/checkpoint-174/tokenizer.json
ADDED
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run-1/checkpoint-174/tokenizer_config.json
ADDED
@@ -0,0 +1,59 @@
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
58 |
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"unk_token": "[UNK]"
|
59 |
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run-1/checkpoint-174/trainer_state.json
ADDED
@@ -0,0 +1,44 @@
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1 |
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{
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|
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|
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|
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|
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|
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|
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}
|
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}
|
run-1/checkpoint-174/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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oid sha256:81d472e0d5577affb665ca4b6743bf94144aa0b6bb4c1544057b0143ff175d03
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size 4728
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run-1/checkpoint-174/vocab.txt
ADDED
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|
|
run-1/checkpoint-261/config.json
ADDED
@@ -0,0 +1,40 @@
|
|
|
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|
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|
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|
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