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Update README.md
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README.md
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@@ -17,6 +17,7 @@ TeenyTinyLlama is a series of small foundational models trained on Portuguese.
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This repository contains a version of [TeenyTinyLlama-162m]() fine-tuned on a translated version of the IMDB dataset.
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```python
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# IMDB
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import numpy as np
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from datasets import load_dataset, Dataset, DatasetDict
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from transformers import AutoTokenizer, DataCollatorWithPadding
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from transformers import AutoModelForSequenceClassification, TrainingArguments,
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evaluation_strategy="epoch"
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save_strategy="epoch"
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hub_model_id="nicholasKluge/Teeny-tiny-llama-162m-imdb"
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# Load the task
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dataset = load_dataset("christykoh/imdb_pt")
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per_device_eval_batch_size=16,
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num_train_epochs=3,
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weight_decay=0.01,
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evaluation_strategy=
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save_strategy=
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load_best_model_at_end=True,
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push_to_hub=
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hub_token=
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hub_model_id=hub_model_id,
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tf32=False,
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)
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# Define the Trainer
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This repository contains a version of [TeenyTinyLlama-162m]() fine-tuned on a translated version of the IMDB dataset.
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## Reproducing
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```python
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# IMDB
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import numpy as np
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from datasets import load_dataset, Dataset, DatasetDict
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from transformers import AutoTokenizer, DataCollatorWithPadding
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from transformers import AutoModelForSequenceClassification, TrainingArguments, Traine
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# Load the task
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dataset = load_dataset("christykoh/imdb_pt")
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per_device_eval_batch_size=16,
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num_train_epochs=3,
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weight_decay=0.01,
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evaluation_strategy="epoch",
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save_strategy="epoch",
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load_best_model_at_end=True,
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push_to_hub=True,
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hub_token="your_token_here",
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hub_model_id="username/model-name-imdb
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)
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# Define the Trainer
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