Commit
·
735f2ac
1
Parent(s):
c5a389a
Upload 12 files
Browse files- README.md +77 -0
- all_results.json +18 -0
- config.json +32 -0
- eval_results.json +13 -0
- generation_config.json +7 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +107 -0
- tokenizer.json +0 -0
- tokenizer_config.json +112 -0
- train_results.json +8 -0
- trainer_state.json +181 -0
- training_args.bin +3 -0
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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- cnn_dailymail
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metrics:
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- rouge
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model-index:
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- name: large-1-6-t
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results:
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- task:
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name: Summarization
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type: summarization
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dataset:
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name: cnn_dailymail 3.0.0
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type: cnn_dailymail
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config: 3.0.0
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split: validation
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args: 3.0.0
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metrics:
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- name: Rouge1
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type: rouge
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value: 41.0689
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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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# large-1-6-t
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This model is a fine-tuned version of [cnn/large-1-6/](https://huggingface.co/cnn/large-1-6/) on the cnn_dailymail 3.0.0 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3957
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- Rouge1: 41.0689
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- Rouge2: 18.5801
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- Rougel: 28.7468
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- Rougelsum: 38.2183
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- Gen Len: 74.2018
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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: 0.0001
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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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- gradient_accumulation_steps: 4
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- total_train_batch_size: 64
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant
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- num_epochs: 3.0
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- Transformers 4.27.0.dev0
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- Pytorch 1.13.0+cu117
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- Datasets 2.7.1
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- Tokenizers 0.13.2
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all_results.json
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{
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"epoch": 3.0,
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"eval_gen_len": 74.20175044883304,
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"eval_loss": 1.3956652879714966,
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"eval_rouge1": 41.0689,
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"eval_rouge2": 18.5801,
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"eval_rougeL": 28.7468,
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"eval_rougeLsum": 38.2183,
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"eval_runtime": 2976.6702,
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"eval_samples": 13368,
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"eval_samples_per_second": 4.491,
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"eval_steps_per_second": 0.281,
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"train_loss": 1.5636790379458896,
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"train_runtime": 28818.3285,
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"train_samples": 287113,
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"train_samples_per_second": 29.889,
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"train_steps_per_second": 0.467
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}
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config.json
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{
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"_name_or_path": "cnn/large-1-6/",
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"architectures": [
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"T5ForConditionalGeneration"
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],
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"d_ff": 2816,
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"d_kv": 64,
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"d_model": 1024,
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"decoder_start_token_id": 0,
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"dense_act_fn": "gelu_new",
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"dropout_rate": 0.1,
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"eos_token_id": 1,
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"feed_forward_proj": "gated-gelu",
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"initializer_factor": 1.0,
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"is_encoder_decoder": true,
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"is_gated_act": true,
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"layer_norm_epsilon": 1e-06,
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"model_type": "t5",
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"n_positions": 512,
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"num_decoder_layers": 24,
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"num_heads": 16,
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"num_layers": 4,
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"output_past": true,
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"pad_token_id": 0,
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"relative_attention_max_distance": 128,
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"relative_attention_num_buckets": 32,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.27.0.dev0",
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"use_cache": true,
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"vocab_size": 32128
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}
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eval_results.json
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{
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"epoch": 3.0,
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"eval_gen_len": 74.20175044883304,
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"eval_loss": 1.3956652879714966,
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"eval_rouge1": 41.0689,
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"eval_rouge2": 18.5801,
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"eval_rougeL": 28.7468,
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"eval_rougeLsum": 38.2183,
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"eval_runtime": 2976.6702,
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"eval_samples": 13368,
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"eval_samples_per_second": 4.491,
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"eval_steps_per_second": 0.281
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}
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generation_config.json
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{
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"_from_model_config": true,
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.27.0.dev0"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:de21c06df3c1c3abeb1d4381cf42b2281c5f8534225958e75d3ac9e0b20f9d3c
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size 2104962869
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special_tokens_map.json
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{
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],
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"eos_token": "</s>",
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"pad_token": "<pad>",
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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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| 154 |
+
{
|
| 155 |
+
"epoch": 2.79,
|
| 156 |
+
"learning_rate": 0.0001,
|
| 157 |
+
"loss": 1.4557,
|
| 158 |
+
"step": 12500
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"epoch": 2.9,
|
| 162 |
+
"learning_rate": 0.0001,
|
| 163 |
+
"loss": 1.4502,
|
| 164 |
+
"step": 13000
|
| 165 |
+
},
|
| 166 |
+
{
|
| 167 |
+
"epoch": 3.0,
|
| 168 |
+
"step": 13458,
|
| 169 |
+
"total_flos": 2.610553224828027e+18,
|
| 170 |
+
"train_loss": 1.5636790379458896,
|
| 171 |
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"train_runtime": 28818.3285,
|
| 172 |
+
"train_samples_per_second": 29.889,
|
| 173 |
+
"train_steps_per_second": 0.467
|
| 174 |
+
}
|
| 175 |
+
],
|
| 176 |
+
"max_steps": 13458,
|
| 177 |
+
"num_train_epochs": 3,
|
| 178 |
+
"total_flos": 2.610553224828027e+18,
|
| 179 |
+
"trial_name": null,
|
| 180 |
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"trial_params": null
|
| 181 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3e0fc847bf991f5834fa599bdf7711508d8db8a16cb67bc82e091efa66a81083
|
| 3 |
+
size 3707
|