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Sengxian avatar Sengxian commented on July 2, 2024 1

We have just released the quantized version of GLM-130B. A single server with 8 * RTX 3090 can efficiently run GLM-130B in INT8 precision, see Quantization of GLM-130B for details.

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Sengxian avatar Sengxian commented on July 2, 2024

Hello @AnShengqiang! Currently our framework does not support inference with pipeline parallelism. One possible solution is to convert the current checkpoint to 16-way tensor parallelism. However, this can be very efficient for inference. For this, a quantized version of the GLM-130B that allows efficient INT8 inference on a single RTX 3090 server will be released in the next few days, so please be patient and keep an eye on our GitHub repo.

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AnShengqiang avatar AnShengqiang commented on July 2, 2024

We have just released the quantized version of GLM-130B. A single server with 8 * RTX 3090 can efficiently run GLM-130B in INT8 precision, see Quantization of GLM-130B for details.

Thanks!

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EasyLuck avatar EasyLuck commented on July 2, 2024

I have 4*RTX 3090 , each has 24GB. Can I do GLM-130B inference?

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