End of training
Browse files- README.md +63 -0
- config.json +43 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Nov10_11-05-48_68d7b96e4232/events.out.tfevents.1699614366.68d7b96e4232.3776.0 +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +64 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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---
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base_model: camilon/clinical_longformer_same_tokens_1epochs_100k
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tags:
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- generated_from_trainer
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model-index:
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- name: clinical_longformer_same_tokens_1epochs_150k
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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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# clinical_longformer_same_tokens_1epochs_150k
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This model is a fine-tuned version of [camilon/clinical_longformer_same_tokens_1epochs_100k](https://huggingface.co/camilon/clinical_longformer_same_tokens_1epochs_100k) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.7029
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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: 2
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- eval_batch_size: 16
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- seed: 42
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- gradient_accumulation_steps: 64
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- total_train_batch_size: 128
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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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- lr_scheduler_warmup_steps: 1500
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 2.1112 | 0.18 | 65 | 1.7542 |
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| 1.7975 | 0.37 | 130 | 1.7314 |
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| 1.9007 | 0.55 | 195 | 1.7349 |
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| 1.9029 | 0.74 | 260 | 1.7021 |
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| 1.7688 | 0.92 | 325 | 1.7029 |
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### Framework versions
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- Transformers 4.35.0
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- Pytorch 2.1.0+cu118
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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config.json
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{
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"_name_or_path": "camilon/clinical_longformer_same_tokens_1epochs_100k",
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"architectures": [
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"LongformerForMaskedLM"
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],
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"attention_mode": "longformer",
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"attention_probs_dropout_prob": 0.1,
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"attention_window": [
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512,
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512,
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512,
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512,
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512,
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"bos_token_id": 0,
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"eos_token_id": 2,
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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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"ignore_attention_mask": false,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 4098,
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"model_type": "longformer",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"onnx_export": false,
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"pad_token_id": 1,
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"sep_token_id": 2,
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"torch_dtype": "float32",
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"transformers_version": "4.35.0",
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"type_vocab_size": 1,
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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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oid sha256:eb3b6f3b398e600d08fade538e92333c55dbab55cff40c8d8ef8a9284ca79655
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size 594879308
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runs/Nov10_11-05-48_68d7b96e4232/events.out.tfevents.1699614366.68d7b96e4232.3776.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:6cf4754139c4f96c79537080a6cecc6bfe9a5b019924e6c56c167e4cd0d3308b
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size 7048
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special_tokens_map.json
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{
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"bos_token": {
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"eos_token": {
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"mask_token": {
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"pad_token": {
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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": "</s>",
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"unk_token": {
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"content": "<unk>",
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tokenizer.json
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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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},
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"max_length": 1028,
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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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"sep_token": "</s>",
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"stride": 0,
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"tokenizer_class": "LongformerTokenizer",
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"trim_offsets": true,
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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 sha256:520d321b9db111f838bcd28c87c430f5d30d830b68e41e7fe981efbc4e94f86a
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size 4600
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vocab.json
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