初始化项目，由ModelHub XC社区提供模型

Model: Sheikhaei/llama-3.2-1b-english-persian-translator
Source: Original Platform

.ipynb_checkpoints/README-checkpoint.md

@@ -0,0 +1,84 @@
+---
+license: apache-2.0
+language:
+  - en
+  - fa
+tags:
+  - translation
+  - english-to-persian
+  - persian-to-english
+  - bilingual
+model_type: llama
+base_model: meta-llama/Llama-3.2-1B
+widget:
+  - text: |
+      ### English:
+      The children were playing in the park.
+      ### Persian:
+  - text: |
+      ### Persian:
+      من به مدرسه می‌روم.
+      ### English:    
+---
+
+
+# LLaMA 3.2 1B – English ↔ Persian Translator
+
+This model is a fine-tuned version of [`meta-llama/Llama-3.2-1B`](https://huggingface.co/meta-llama/Llama-3.2-1B), trained for **bidirectional translation** between **English and Persian**. It supports both:
+
+- 🇬🇧 English → 🇮🇷 Persian
+- 🇮🇷 Persian → 🇬🇧 English
+
+---
+
+## Format
+
+The model expects prompts in the following format:
+
+```
+### English:
+The children were playing in the park.
+### Persian:
+```
+or
+
+```
+### Persian:
+کودکان در پارک بازی می‌کردند.
+### English:
+```
+---
+
+## Usage
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model = AutoModelForCausalLM.from_pretrained("Sheikhaei/llama-3.2-1b-en-fa-translator")
+tokenizer = AutoTokenizer.from_pretrained("Sheikhaei/llama-3.2-1b-en-fa-translator")
+
+prompt = """### English:
+The children were playing in the park.
+### Persian:
+"""
+
+inputs = tokenizer(prompt, return_tensors="pt")
+outputs = model.generate(**inputs, max_new_tokens=100, do_sample=False)
+print(tokenizer.decode(outputs[0], skip_special_tokens=True))
+```
+
+## Training Data
+
+This model was fine-tuned on a custom English–Persian parallel dataset containing ~640,000 sentence pairs. The source data was collected from Tatoeba and then translated and expanded using the Gemma-3-12B model.
+
+## Evaluation
+
+| Direction     | BLEU | COMET |
+|---------------|------|------|
+| English → Persian | 0.47 | 0.89 |
+| Persian → English | 0.58 | 0.91 |
+
+## License
+
+Apache 2.0
+