Sandiago21
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End of training
Browse files- README.md +67 -0
- tokenizer.json +1 -8
- train_with_llm_answers.csv +0 -0
README.md
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---
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language:
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- multilingual
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license: mit
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base_model: HuggingFaceH4/zephyr-7b-alpha
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tags:
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- generated_from_trainer
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datasets:
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- STEM
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model-index:
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- name: zephyr-7b-llm-science-exam
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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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# zephyr-7b-llm-science-exam
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This model is a fine-tuned version of [HuggingFaceH4/zephyr-7b-alpha](https://huggingface.co/HuggingFaceH4/zephyr-7b-alpha) on the llm-science-exam dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3920
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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: 1e-05
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- train_batch_size: 2
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- eval_batch_size: 2
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 8
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 50
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.8861 | 0.24 | 100 | 1.6360 |
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| 1.6563 | 0.48 | 200 | 1.4566 |
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| 1.5457 | 0.71 | 300 | 1.3980 |
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| 1.4945 | 0.95 | 400 | 1.3920 |
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### Framework versions
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- Transformers 4.34.0.dev0
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- Pytorch 2.0.0
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- Datasets 2.1.0
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- Tokenizers 0.14.0
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tokenizer.json
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{
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"version": "1.0",
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"truncation": null,
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"padding":
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"strategy": "BatchLongest",
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"direction": "Left",
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"pad_to_multiple_of": null,
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"pad_id": 2,
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"pad_type_id": 0,
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"pad_token": "</s>"
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},
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"added_tokens": [
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"id": 0,
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"version": "1.0",
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"truncation": null,
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"padding": null,
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"added_tokens": [
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"id": 0,
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train_with_llm_answers.csv
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