| # Key1111/vinallama-vietnamese-lora | |
| Fine-tuned VinaLLaMA-7B for Vietnamese language tasks using LoRA. | |
| ## Usage | |
| ```python | |
| from transformers import AutoModelForCausalLM, AutoTokenizer | |
| from peft import PeftModel | |
| # Load base model | |
| base_model = AutoModelForCausalLM.from_pretrained("vilm/vinallama-7b-chat") | |
| tokenizer = AutoTokenizer.from_pretrained("vilm/vinallama-7b-chat") | |
| # Load LoRA adapter | |
| model = PeftModel.from_pretrained(base_model, "Key1111/vinallama-vietnamese-lora") | |
| ``` | |
| ## Training Details | |
| - Base Model: vilm/vinallama-7b-chat | |
| - LoRA Rank: 8 | |
| - LoRA Alpha: 16 | |
| - Training Data: Alpaca + ViQuAD | |
| - Language: Vietnamese | |