hawalurahman
commited on
Commit
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Parent(s):
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End of training
Browse files- README.md +71 -0
- adapter_config.json +29 -0
- adapter_model.safetensors +3 -0
- special_tokens_map.json +24 -0
- spiece.model +3 -0
- tokenizer_config.json +40 -0
- training_args.bin +3 -0
README.md
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---
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base_model: muchad/idt5-base
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library_name: peft
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license: apache-2.0
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metrics:
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- rouge
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- bleu
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tags:
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- generated_from_trainer
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model-index:
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- name: idt5-base-ae_adapter
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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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# idt5-base-ae_adapter
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This model is a fine-tuned version of [muchad/idt5-base](https://huggingface.co/muchad/idt5-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.1132
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- Rouge1: 0.3358
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- Rouge2: 0.1831
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- Rougel: 0.3088
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- Rougelsum: 0.3109
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- Bleu: 0.1408
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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: 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: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Bleu |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:------:|
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| 1.35 | 1.0 | 3390 | 1.2546 | 0.2972 | 0.1424 | 0.2697 | 0.2722 | 0.1256 |
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| 1.1749 | 2.0 | 6780 | 1.1832 | 0.3197 | 0.1655 | 0.2940 | 0.2961 | 0.1313 |
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| 1.1447 | 3.0 | 10170 | 1.1313 | 0.3279 | 0.1742 | 0.3024 | 0.3043 | 0.1372 |
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| 1.1106 | 4.0 | 13560 | 1.1294 | 0.3308 | 0.1790 | 0.3045 | 0.3065 | 0.1386 |
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| 1.0842 | 5.0 | 16950 | 1.1132 | 0.3358 | 0.1831 | 0.3088 | 0.3109 | 0.1408 |
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### Framework versions
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- PEFT 0.13.2
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- Transformers 4.45.1
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- Pytorch 2.4.0
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- Datasets 3.0.1
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- Tokenizers 0.20.0
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "muchad/idt5-base",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 16,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 8,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"v",
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"q"
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],
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"task_type": "SEQ_2_SEQ_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:fe4896bfe78a1b7dc138e4bf703921ba8451b6090cd93b579bd1323b6f205060
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size 3558888
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special_tokens_map.json
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{
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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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": {
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"content": "<pad>",
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"lstrip": false,
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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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"sep_token": "[SEP]",
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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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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}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:b39597f7314c28967f391a33e2b6b7656e0fa04348be13015ad044347397385b
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size 755585
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tokenizer_config.json
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{
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"add_prefix_space": true,
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"added_tokens_decoder": {
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"0": {
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"content": "<pad>",
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"lstrip": false,
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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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"1": {
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"content": "</s>",
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"lstrip": false,
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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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"2": {
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"content": "<unk>",
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"lstrip": false,
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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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"additional_special_tokens": [],
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"extra_ids": 0,
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"legacy": true,
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "<pad>",
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"sep_token": "[SEP]",
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"sp_model_kwargs": {},
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"tokenizer_class": "T5Tokenizer",
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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 sha256:3be615f5c5827c274ff8d26bdf6abe930b76074d2649580a7fbb1620b83c0f7f
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size 5368
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