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Model: monilouise/opt125M_portuguese
Source: Original Platform

.gitattributes

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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

config.json

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+{
+  "_name_or_path": "facebook/opt-125m",
+  "_remove_final_layer_norm": false,
+  "activation_dropout": 0.0,
+  "activation_function": "relu",
+  "architectures": [
+    "OPTForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 2,
+  "do_layer_norm_before": true,
+  "dropout": 0.1,
+  "enable_bias": true,
+  "eos_token_id": 2,
+  "ffn_dim": 3072,
+  "hidden_size": 768,
+  "init_std": 0.02,
+  "layer_norm_elementwise_affine": true,
+  "layerdrop": 0.0,
+  "max_position_embeddings": 2048,
+  "model_type": "opt",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "prefix": "</s>",
+  "torch_dtype": "float32",
+  "transformers_version": "4.27.3",
+  "use_cache": true,
+  "vocab_size": 50272,
+  "word_embed_proj_dim": 768
+}

pytorch_model.bin

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special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_prefix_space": false,
+  "bos_token": {
+    "__type": "AddedToken",
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "__type": "AddedToken",
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "errors": "replace",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": {
+    "__type": "AddedToken",
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "special_tokens_map_file": null,
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": {
+    "__type": "AddedToken",
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}