Unlock the potential of open-source LLMs by hosting your very own langchain+Falcon+Chroma application. Upload a PDF and engage in Q&A about its contents.
How to build the GPU infrastructure needed to pretrain LLM and Generative AI models from scratch (e.g. GPT-4, LaMDA, LLaMA, BLOOM).
Learn how to fine-tune Falcon LLM 7B/40B on a single GPU with LoRA and quantization, enabling data parallelism for linear scaling across multiple GPUs.
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