Smooth Youtube Music Large language models (llms) show excellent performance but are compute and memory intensive. quantization can reduce memory and accelerate inference. howev. Smoothquant migrates part of the quantization difficulties from activation to weights, which smooths out the systematic outliers in activation, making both weights and activations easy to quantize.
Smooth Youtube Seminar date : 2024.07.05 seminar contents paper review seminar paper title xiao, guangxuan, et al. "smoothquant: accurate and efficient post training quantization for large language models.". Smoothquant: migrate activation difficulty to weights challengerspaceshuttle 985 subscribers subscribed. Smoothquant: efficient & accurate quantization for massive language models arxflix 510 subscribers subscribe. No description has been added to this video .more.
Smooth Youtube Smoothquant: efficient & accurate quantization for massive language models arxflix 510 subscribers subscribe. No description has been added to this video .more. 05.09.2023 smoothquant: accurate and efficient post training quantization for large language models ds talks siberia 210 subscribers subscribed. 近年来，随着transformer、moe架构的提出，使得深度学习模型轻松突破上万亿规模参数，从而导致模型变得越来越大，因此，我们需要一些大模型压缩技术来降低模型部署的成本，并提升模型的推理性能。 模型压缩主要分….
Smooth Youtube 05.09.2023 smoothquant: accurate and efficient post training quantization for large language models ds talks siberia 210 subscribers subscribed. 近年来，随着transformer、moe架构的提出，使得深度学习模型轻松突破上万亿规模参数，从而导致模型变得越来越大，因此，我们需要一些大模型压缩技术来降低模型部署的成本，并提升模型的推理性能。 模型压缩主要分….
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