mydialecta/LLM-2

transformers>=4.41.0 torch>=2.2.0 peft>=0.10.0 accelerate>=0.30.0

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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 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