Add reademe

README.md

@@ -0,0 +1,54 @@
+# Tradutor
+
+A translation system from English to European Portuguese.
+
+## Usage
+
+```python
+import torch
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+
+model_name = "liaad/Tradutor"
+max_length = 1024
+
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(
+    model_name,
+    device_map="auto",
+    torch_dtype=torch.bfloat16,
+)
+
+
+text = "Hello, how are you?"
+chat = [
+    {
+        "role": "system",
+        "content": "You are a translator from English to European Portuguese",
+    },
+    {
+        "role": "user",
+        "content": f"Translate this text from English to European Portuguese: {text}",
+    },
+]
+
+input_ids = tokenizer.apply_chat_template(
+    chat,
+    add_generation_prompt=True,
+    tokenize=True,
+    return_tensors="pt",
+    max_length=max_length,
+)
+
+output_ids = model.generate(
+    input_ids,
+    max_length=max_length,
+    num_return_sequences=1,
+    pad_token_id=tokenizer.eos_token_id,
+)
+
+generated_ids = output_ids[0, input_ids.shape[1] :]
+translated_text = tokenizer.decode(generated_ids, skip_special_tokens=True)
+
+print(translated_text.strip())
+```