| transformers>=4.41.0 | |
| torch>=2.2.0 | |
| peft>=0.10.0 | |
| accelerate>=0.30.0 | |
| --- | |
| language: | |
| - yo | |
| - ig | |
| tags: | |
| - translation | |
| - text-generation | |
| - nigerian-languages | |
| - causal-lm | |
| - peft | |
| - lora | |
| pipeline_tag: text-generation | |
| license: apache-2.0 | |
| --- | |
| # 🇳🇬 Nigerian Language LLM – Yoruba to Igbo Translator | |
| This is a fine-tuned version of [`google/gemma-2b-it`](https://huggingface.co/google/gemma-2b-it) using Low-Rank Adaptation (LoRA) for **Yoruba → Igbo translation**. | |
| ## 🧠 Model Details | |
| - **Base Model**: `google/gemma-2b-it` | |
| - **Fine-tuned with**: PEFT (LoRA), using `q_proj` and `v_proj` | |
| - **Task**: Causal Language Modeling | |
| - **Use Case**: Translate Yoruba sentences to Igbo with cultural awareness | |
| - **Training Data**: Nigerian bilingual dataset from `mydialecta/Dialecta_dataset` | |
| ## 🗣️ Example Prompt | |