from llama_index.llms.huggingface import HuggingFaceLLM
llm = HuggingFaceLLM(
 context_window=4096,
 max_new_tokens=256,
 generate_kwargs={"temperature": 0.7, "do_sample": False},  
 tokenizer_name="Mollel/Swahili_Gemma",
 model_name="Mollel/Swahili_Gemma",
 device_map="auto",
 stopping_ids=[50278, 50279, 50277, 1, 0],
 tokenizer_kwargs={"max_length": 4096},
 model_kwargs={"torch_dtype": torch.float16}
)

Examples

Load Lora and use for evaluation kaggle GitRepo
Supervised Finetuning Dataset Creation using Swahili Gemma kaggle GitRepo
Rag using Swahili gemma Kaggle GitRepo