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  1. README.md +78 -0
  2. generation_config.json +8 -0
  3. pytorch_model.bin +1 -1
README.md ADDED
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+ ---
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+ license: mit
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+ base_model: gpt2-xl
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - accuracy
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+ model-index:
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+ - name: lmind_hotpot_train500_eval300_v1_recite_qa_gpt2-xl
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+ results: []
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+ ---
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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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+
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+ # lmind_hotpot_train500_eval300_v1_recite_qa_gpt2-xl
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+
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+ This model is a fine-tuned version of [gpt2-xl](https://huggingface.co/gpt2-xl) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.4065
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+ - Accuracy: 0.7412
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 3e-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: constant
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+ - num_epochs: 10.0
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 2.0739 | 0.5 | 66 | 1.8405 | 0.6206 |
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+ | 1.8806 | 1.01 | 132 | 1.5749 | 0.6365 |
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+ | 1.3619 | 1.51 | 198 | 1.3425 | 0.6533 |
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+ | 1.283 | 2.02 | 264 | 1.1253 | 0.6685 |
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+ | 0.8433 | 2.52 | 330 | 0.9735 | 0.6825 |
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+ | 0.7629 | 3.02 | 396 | 0.7874 | 0.6982 |
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+ | 0.5058 | 3.53 | 462 | 0.6921 | 0.7086 |
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+ | 0.4593 | 4.03 | 528 | 0.5641 | 0.7197 |
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+ | 0.3064 | 4.53 | 594 | 0.5348 | 0.7245 |
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+ | 0.2967 | 5.04 | 660 | 0.4770 | 0.7304 |
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+ | 0.2167 | 5.54 | 726 | 0.4582 | 0.7324 |
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+ | 0.2157 | 6.05 | 792 | 0.4308 | 0.7358 |
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+ | 0.1597 | 6.55 | 858 | 0.4301 | 0.7373 |
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+ | 0.1481 | 7.05 | 924 | 0.4224 | 0.7385 |
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+ | 0.1293 | 7.56 | 990 | 0.4125 | 0.7394 |
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+ | 0.125 | 8.06 | 1056 | 0.4122 | 0.7400 |
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+ | 0.1139 | 8.56 | 1122 | 0.4069 | 0.7407 |
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+ | 0.1141 | 9.07 | 1188 | 0.4082 | 0.7409 |
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+ | 0.0994 | 9.57 | 1254 | 0.4065 | 0.7412 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.34.0
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+ - Pytorch 2.1.0+cu121
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+ - Datasets 2.14.5
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+ - Tokenizers 0.14.1
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 50256,
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+ "do_sample": true,
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+ "eos_token_id": 50256,
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+ "max_length": 50,
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+ "transformers_version": "4.34.0"
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+ }
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