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Model: monilouise/opt125M_portuguese
Source: Original Platform

README.md

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+---
+language:
+- pt
+metrics:
+- perplexity
+pipeline_tag: text-generation
+---
+# Model Card for Model ID
+
+A Portuguese language model trained on https://huggingface.co/facebook/opt-125m .
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** Monique Monteiro
+- **Shared by [optional]:** Monique Monteiro
+- **Model type:** OPT
+- **Language(s) (NLP):** Portuguese
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** facebook/opt-125m
+
+Use the code below to get started with the model.
+
+```python
+generator = pipeline('text-generation', 'monilouise/opt125M_portuguese')
+output = generator("Era uma vez", max_length=50, do_sample=True)
+```
+
+## Training Details
+
+### Training Data
+
+The model was trained on gs://unicamp-dl/ia025a_2022s1/aula9/sample-1gb.txt
+
+### Training Procedure 
+
+The model was trained for 3 epochs, by using learning rate = 5e-5 (linear scheduler).
+
+#### Preprocessing [optional]
+
+All text was tokenized and broken into chunks of 1024 tokens.
+
+
+#### Training Hyperparameters
+
+- **Training regime:** fp16 mixed precision
+
+#### Speeds, Sizes, Times [optional]
+
+Training time: 17 hours
+
+## Evaluation
+
+The model was evaluated on a 5% validation split.
+
+#### Metrics
+
+Perplexity = 7.94.
+
+## Model Card Authors [optional]
+
+moniquelouise@gmail.com
+
+## Model Card Contact
+
+moniquelouise@gmail.com