├── Introduction to LLM Applications on AMD Platforms.pdf ├── Introduction to LLM Applications on AMD Platforms.pptx ├── LICENSE ├── README.md ├── dataset └── fc_train.json ├── function_calling_ollama.py ├── function_calling_transformers.py ├── gemma_function_calling_finetune.py ├── gemma_function_calling_full_finetune.py ├── inference_ollama.py ├── inference_transformers.py ├── lecture slides ├── Introduction to LLM Applications on AMD Platforms.pptx └── NCCU AI workshop - Using AMD ROCm for LLM.pptx ├── rag_query_ollama.py ├── requirements_ai_pc.txt └── requirements_nvidia_compatible.txt /Introduction to LLM Applications on AMD Platforms.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonathansimple/intro-to-llms/HEAD/Introduction to LLM Applications on AMD Platforms.pdf -------------------------------------------------------------------------------- /Introduction to LLM Applications on AMD Platforms.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonathansimple/intro-to-llms/HEAD/Introduction to LLM Applications on AMD Platforms.pptx -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonathansimple/intro-to-llms/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonathansimple/intro-to-llms/HEAD/README.md -------------------------------------------------------------------------------- /dataset/fc_train.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonathansimple/intro-to-llms/HEAD/dataset/fc_train.json -------------------------------------------------------------------------------- /function_calling_ollama.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonathansimple/intro-to-llms/HEAD/function_calling_ollama.py -------------------------------------------------------------------------------- /function_calling_transformers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonathansimple/intro-to-llms/HEAD/function_calling_transformers.py -------------------------------------------------------------------------------- /gemma_function_calling_finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonathansimple/intro-to-llms/HEAD/gemma_function_calling_finetune.py -------------------------------------------------------------------------------- /gemma_function_calling_full_finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonathansimple/intro-to-llms/HEAD/gemma_function_calling_full_finetune.py -------------------------------------------------------------------------------- /inference_ollama.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonathansimple/intro-to-llms/HEAD/inference_ollama.py -------------------------------------------------------------------------------- /inference_transformers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonathansimple/intro-to-llms/HEAD/inference_transformers.py -------------------------------------------------------------------------------- /lecture slides/Introduction to LLM Applications on AMD Platforms.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonathansimple/intro-to-llms/HEAD/lecture slides/Introduction to LLM Applications on AMD Platforms.pptx -------------------------------------------------------------------------------- /lecture slides/NCCU AI workshop - 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