Ad free spotify for pc6/18/2023 ![]() ![]() ![]() The initial release of DeepSpeed-Chat includes the following three capabilities:Įasy-to-use Training and Inference Experience for ChatGPT Like Models: A single script capable of taking a pre-trained Huggingface model, running it through all three steps of InstructGPT training using DeepSpeed-RLHF system and producing your very own ChatGPT like model. DeepSpeed-Chat makes complex RLHF training fast, affordable, and easily accessible to the AI community. It can support parameters ranging in size from a few to hundreds of billions.ĭeepSpeed-Chat RLHF training experience is made possible using DeepSpeed-Inference and DeepSpeed-Training to offer 15x faster throughput than SoTA, while also supporting model sizes that are up to 7.5x larger on the same hardware. You can train a 13B ChatGPT like model in 1.25 hours and a massive OPT-175B model in a day on 64-GPUs.ĭeepSpeed doesn’t have any limits on no.of parameters. Microsoft claims that you can train up to a 13B model on a single GPU, or at low-cost of $300 on Azure Cloud using DeepSpeed-Chat. Yesterday, Microsoft announced the release of DeepSpeed-Chat, a low-cost, open-source solution for RLHF training that will allow anyone to create high-quality ChatGPT-style models even with a single GPU. ![]()
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