Model save
Browse files- README.md +70 -0
- adapter_config.json +3 -3
- adapter_model.safetensors +1 -1
- tokenizer.json +1 -1
- training_args.bin +1 -1
README.md
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---
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license: apache-2.0
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library_name: peft
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tags:
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- generated_from_trainer
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base_model: Falconsai/text_summarization
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metrics:
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- rouge
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model-index:
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- name: model
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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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# model
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This model is a fine-tuned version of [Falconsai/text_summarization](https://huggingface.co/Falconsai/text_summarization) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.5828
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- Rouge1: 0.066
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- Rouge2: 0.0111
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- Rougel: 0.0546
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- Rougelsum: 0.0546
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- Gen Len: 20.0
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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: 16
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- eval_batch_size: 16
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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: 4
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- mixed_precision_training: Native AMP
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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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| 4.3163 | 1.0 | 600 | 3.6773 | 0.0623 | 0.0095 | 0.0514 | 0.0513 | 20.0 |
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| 4.0156 | 2.0 | 1200 | 3.6124 | 0.0646 | 0.0105 | 0.0534 | 0.0533 | 20.0 |
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| 3.9641 | 3.0 | 1800 | 3.5887 | 0.0659 | 0.0111 | 0.0546 | 0.0545 | 20.0 |
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| 3.931 | 4.0 | 2400 | 3.5828 | 0.066 | 0.0111 | 0.0546 | 0.0546 | 20.0 |
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### Framework versions
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- PEFT 0.10.1.dev0
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- Transformers 4.39.1
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- Pytorch 2.2.1
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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adapter_config.json
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"
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"o",
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"q",
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"k",
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"q",
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"v",
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"o"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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tokenizer.json
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"version": "1.0",
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"truncation": {
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"direction": "Right",
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"max_length":
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"strategy": "LongestFirst",
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"stride": 0
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"version": "1.0",
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"truncation": {
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"direction": "Right",
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"max_length": 512,
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"strategy": "LongestFirst",
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"stride": 0
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},
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training_args.bin
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