# เอกสารอ้างอิง: Asset

**Pages:** 29

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**URL:** https://www.deepspeed.ai/assets/images/zero1_dp8_1.5B_log.png

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**URL:** https://www.deepspeed.ai/assets/images/mii/bert.png

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**URL:** https://www.deepspeed.ai/assets/files/DeepSpeed_Overview_Japanese_2023Jun7th.pdf

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**URL:** https://www.deepspeed.ai/assets/images/zero_offload_dp1_10B_smi.png

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**URL:** https://www.deepspeed.ai/assets/images/zero3-offload-512-v100.png

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**URL:** https://www.deepspeed.ai/assets/images/data_efficiency/data_efficiecy_fig1.png

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**URL:** https://www.deepspeed.ai/assets/images/zeropp/ZeRO-baseline.png

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**URL:** https://www.deepspeed.ai/assets/images/mii/azure-cost.png

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**URL:** https://www.deepspeed.ai/assets/images/data_efficiency/data_efficiecy_fig0.png

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**URL:** https://www.deepspeed.ai/assets/images/zero3-offload-200B-scalability.png

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**URL:** https://www.deepspeed.ai/assets/images/mii/hero.png

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**URL:** https://www.deepspeed.ai/assets/images/zero_offload_dp1_10B_log.png

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**URL:** https://www.deepspeed.ai/assets/images/zero2_dp32_10B_smi.png

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**URL:** https://www.deepspeed.ai/assets/images/data_efficiency/data_efficiecy_fig3.png

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**URL:** https://www.deepspeed.ai/assets/images/mii/roberta.png

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**URL:** https://www.deepspeed.ai/assets/images/zero_offload_dp1_10B_cpu.png

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**URL:** https://www.deepspeed.ai/assets/images/oom_dp8_1.5B_log.png

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**URL:** https://www.deepspeed.ai/assets/images/data_efficiency/data_efficiecy_fig2.png

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**URL:** https://www.deepspeed.ai/assets/images/vl_moe.png

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**URL:** https://www.deepspeed.ai/assets/images/zero3-offload-1-v100.png

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**URL:** https://www.deepspeed.ai/assets/images/zero3-offload-memory-overview.png

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**URL:** https://www.deepspeed.ai/assets/images/mii/opt-bloom.png

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**URL:** https://www.deepspeed.ai/assets/images/zero1_dp8_1.5B_smi.png

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**URL:** https://www.deepspeed.ai/assets/images/mii/tput-llms.png

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**URL:** https://www.deepspeed.ai/assets/images/mii/llm-latency-sd-latency-zoom.png

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**URL:** https://www.deepspeed.ai/assets/images/mii/gpt.png

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**URL:** https://www.deepspeed.ai/assets/images/zeropp/ZeROpp.png

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**URL:** https://www.deepspeed.ai/assets/images/mii/mii-arch.png

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**URL:** https://www.deepspeed.ai/assets/images/zero2_dp32_10B_log.png

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