add model
Browse files- .gitignore +1 -0
- README.md +58 -0
- config.json +74 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- runs/Aug23_07-15-04_ip-172-16-147-34/1629702943.3888853/events.out.tfevents.1629702943.ip-172-16-147-34.32749.1 +3 -0
- runs/Aug23_07-15-04_ip-172-16-147-34/events.out.tfevents.1629702943.ip-172-16-147-34.32749.0 +3 -0
- runs/Aug23_09-20-51_ip-172-16-147-34/1629710453.1357627/events.out.tfevents.1629710453.ip-172-16-147-34.32749.3 +3 -0
- runs/Aug23_09-20-51_ip-172-16-147-34/events.out.tfevents.1629710453.ip-172-16-147-34.32749.2 +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- training_args.bin +3 -0
- vocab.json +0 -0
.gitignore
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checkpoint-*/
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README.md
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---
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tags:
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- generated_from_trainer
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datasets:
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- null
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model_index:
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- name: bart-base-finetuned-xsum
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results:
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- task:
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name: Sequence-to-sequence Language Modeling
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type: text2text-generation
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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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# bart-base-finetuned-xsum
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This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on the None dataset.
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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: 4
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- eval_batch_size: 4
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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: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|:---------:|:-------:|
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| No log | 1.0 | 8 | 1.6632 | 35.3863 | 25.955 | 31.4867 | 34.0508 | 20.0 |
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### Framework versions
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- Transformers 4.9.2
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- Pytorch 1.9.0+cu102
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- Datasets 1.11.0
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- Tokenizers 0.10.3
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config.json
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{
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"_name_or_path": "facebook/bart-base",
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"activation_dropout": 0.1,
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"activation_function": "gelu",
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"add_bias_logits": false,
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"add_final_layer_norm": false,
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"architectures": [
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"BartForConditionalGeneration"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 0,
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"classif_dropout": 0.1,
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"classifier_dropout": 0.0,
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"d_model": 768,
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"decoder_attention_heads": 12,
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"decoder_ffn_dim": 3072,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 6,
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"decoder_start_token_id": 2,
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"dropout": 0.1,
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"early_stopping": true,
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"encoder_attention_heads": 12,
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"encoder_ffn_dim": 3072,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 6,
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"eos_token_id": 2,
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"forced_eos_token_id": 2,
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"gradient_checkpointing": false,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2"
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},
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2
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},
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"max_position_embeddings": 1024,
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"model_type": "bart",
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"no_repeat_ngram_size": 3,
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"normalize_before": false,
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"normalize_embedding": true,
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"num_beams": 4,
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"num_hidden_layers": 6,
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"pad_token_id": 1,
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"scale_embedding": false,
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"task_specific_params": {
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"summarization": {
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"length_penalty": 1.0,
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"max_length": 128,
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"min_length": 12,
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"num_beams": 4
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},
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"summarization_cnn": {
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"length_penalty": 2.0,
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"max_length": 142,
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"min_length": 56,
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"num_beams": 4
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},
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"summarization_xsum": {
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"length_penalty": 1.0,
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"max_length": 62,
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"min_length": 11,
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"num_beams": 6
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.9.2",
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"use_cache": true,
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"vocab_size": 50265
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}
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merges.txt
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 557975481
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runs/Aug23_07-15-04_ip-172-16-147-34/1629702943.3888853/events.out.tfevents.1629702943.ip-172-16-147-34.32749.1
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version https://git-lfs.github.com/spec/v1
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runs/Aug23_07-15-04_ip-172-16-147-34/events.out.tfevents.1629702943.ip-172-16-147-34.32749.0
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runs/Aug23_09-20-51_ip-172-16-147-34/1629710453.1357627/events.out.tfevents.1629710453.ip-172-16-147-34.32749.3
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runs/Aug23_09-20-51_ip-172-16-147-34/events.out.tfevents.1629710453.ip-172-16-147-34.32749.2
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version https://git-lfs.github.com/spec/v1
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
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tokenizer.json
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tokenizer_config.json
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{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "facebook/bart-base", "tokenizer_class": "BartTokenizer"}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 2735
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vocab.json
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