SandriBarros
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End of training
Browse files- README.md +62 -0
- config.json +43 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Nov06_00-08-29_53067779bcaa/events.out.tfevents.1699229314.53067779bcaa.2823.0 +3 -0
- runs/Nov06_00-15-00_53067779bcaa/events.out.tfevents.1699229711.53067779bcaa.2823.1 +3 -0
- runs/Nov06_00-17-15_53067779bcaa/events.out.tfevents.1699229840.53067779bcaa.2823.2 +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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---
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license: apache-2.0
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base_model: allenai/longformer-base-4096
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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_cienmil
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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_cienmil
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This model is a fine-tuned version of [allenai/longformer-base-4096](https://huggingface.co/allenai/longformer-base-4096) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.0082
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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: 120
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- total_train_batch_size: 240
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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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| 2.8511 | 0.32 | 121 | 2.3794 |
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| 2.7591 | 0.65 | 242 | 2.1809 |
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| 2.5931 | 0.97 | 363 | 2.0082 |
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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": "allenai/longformer-base-4096",
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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 sha256:4f708976e03c1338aa9b961262ff8ce9eab0ed3cf360a2d30028ac1afb1610c9
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size 594879308
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runs/Nov06_00-08-29_53067779bcaa/events.out.tfevents.1699229314.53067779bcaa.2823.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:f1a0ca52a014f5b537b060b8c145d969ceb6af38bc8b6f802826d35da0072a4d
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size 4444
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runs/Nov06_00-15-00_53067779bcaa/events.out.tfevents.1699229711.53067779bcaa.2823.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:32aafa25f9ee0a463e9c02305a264fa38f95479f6aa7e34bab119fad985fe66a
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size 4444
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runs/Nov06_00-17-15_53067779bcaa/events.out.tfevents.1699229840.53067779bcaa.2823.2
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version https://git-lfs.github.com/spec/v1
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oid sha256:1538b42cb1025e93bfa03f0ab92668b117121e79e4e9b64361d3b326aab21062
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size 6074
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special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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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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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"50264": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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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": "<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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"model_max_length": 4096,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "LongformerTokenizer",
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"trim_offsets": true,
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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 sha256:5c2b874768c7b42024b4f4c892f627fc32d1610c6b260a8fcea74943cd66ba47
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size 4600
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vocab.json
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