Generative AI / LLMs – NVIDIA Technical Blog http://www.open-lab.net/ko-kr/blog Thu, 12 Dec 2024 01:25:39 +0000 ko-KR hourly 1 ???? ???? ???? ??? ??? ??? ??? LLM ?? http://www.open-lab.net/ko-kr/blog/new-reward-model-helps-improve-llm-alignment-with-human-preferences/ Fri, 25 Oct 2024 06:36:07 +0000 http://www.open-lab.net/ko-kr/blog/?p=3184 Reading Time: 3 minutes ??? ???? ?? ?? ??(RLHF)? ??? ??? ???? ???? AI ???? ???? ? ??????. RLHF? ?? ChatGPT, Claude, Nemotron ???? ??? ?? ??? ??? LLM? ??? ??? ??? ? ????. ??? ???? ?? ????? ?????? RLHF? ??? ?? ??? ??? ???? ???? ??? ? ? ???? ?? ??? ?? ? ??? ?????. ??? ?? ??? … Continued]]> Reading Time: 3 minutes ??? ???? ?? ?? ??(RLHF)? ??? ??? ???? ???? AI ???? ???? ? ??????. RLHF? ?? ChatGPT, Claude, Nemotron ???? ??? ?? ??? ??? LLM? ??? ??? ??? ? ????. ??? ???? ?? ????? ?????? RLHF? ??? ?? ??? ??? ???? ???? ??? ? ? ???? ?? ??? ?? ? ??? ?????. ??? ?? ??? AI? ???? ??? ??? ????? AI ??????? ?? ??? ???? ?????. AI ????? ??? ???? ???????? ?? RLHF? ?? ??? ? ??? NVIDIA? LLM??…

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]]> 3184 NVIDIA NeMo Curator? ??? Zyda-2 ?? 5T ?? ??? ??? ??? ?? LLM ???? http://www.open-lab.net/ko-kr/blog/train-highly-accurate-llms-with-the-zyda-2-open-5t-token-dataset-processed-with-nvidia-nemo-curator/ Fri, 25 Oct 2024 06:16:33 +0000 http://www.open-lab.net/ko-kr/blog/?p=3170 Reading Time: 3 minutes ?? ?? ??? ??? ??? ???? ?? ???? ?? ????? ???? ????? ??? ??? AI ??? ??? ? ?? ?? ??? ?????. ???? ??? ??? ???? ???? ? ??? ??? ??? ?? ?? ???? ?????? ???? ????? ???? ??? ??? ??? ? ??? ???? AI? ?? ??? ?????. Zyphra? ??? ????? ?? ??? ??? ???? … Continued]]> Reading Time: 3 minutes ?? ?? ??? ??? ??? ???? ?? ???? ?? ????? ???? ????? ??? ??? AI ??? ??? ? ?? ?? ??? ?????. ???? ??? ??? ???? ???? ? ??? ??? ??? ?? ?? ???? ?????? ???? ????? ???? ??? ??? ??? ? ??? ???? AI? ?? ??? ?????. Zyphra? ??? ????? ?? ??? ??? ???? ??? ??? ?? ??? ??? ????? AI ???? ? ?? ??? ? ??? ???. ??? ??? ???? ?? Zyphra ?? NVIDIA NeMo Curator ?? ??? ???? Zyda-1? 5? ??? 5T…

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]]> 3170 ???? ????? ???? Llama 3.2 ???? http://www.open-lab.net/ko-kr/blog/deploying-accelerated-llama-3-2-from-the-edge-to-the-cloud/ Wed, 25 Sep 2024 07:26:02 +0000 http://www.open-lab.net/ko-kr/blog/?p=3100 Reading Time: 4 minutes ?? ?? Meta Llama ?? ???? ??? Llama 3.2 ????? ?? ?? ??(VLM), ??? ?? ??(SLM), ??? ???? ????? Llama Guard ??? ???? ????. NVIDIA ?? ??? ???? ??? Llama 3.2? ???, ??? ? ???? ??? AI ?? ??? ??? ? ?? ??? ??? ???? ?????. NVIDIA H100 ?? ?? GPU?? ??? 1B ? 3B … Continued]]> Reading Time: 4 minutes ?? ?? Meta Llama ?? ???? ??? Llama 3.2 ????? ?? ?? ??(VLM), ??? ?? ??(SLM), ??? ???? ????? Llama Guard ??? ???? ????. NVIDIA ?? ??? ???? ??? Llama 3.2? ???, ??? ? ???? ??? AI ?? ??? ??? ? ?? ??? ??? ???? ?????. NVIDIA H100 ?? ?? GPU?? ??? 1B ? 3B ??? SLM? ?? ???? ??? ?? Llama ?? AI ?????? ???? ? ??????. 11B ? 90B ??? VLM? ???? ??? ?? ? ?? ???? ?????. ???? ??? ?? ????…

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]]> 3100 NVIDIA DLI(Deep Learning Institute), ??? ??? AI ?? ?? ?? http://www.open-lab.net/ko-kr/blog/nvidia-deep-learning-institute-releases-new-generative-ai-teaching-kit/ Tue, 10 Sep 2024 03:31:50 +0000 http://www.open-lab.net/ko-kr/blog/?p=3081 Reading Time: 3 minutes ??? AI? ?? ?? ?? ?? ? ??? ???? ???? ? ??? ??? ??, ????? ??? ??? ?? ???? ?????.]]> Reading Time: 3 minutes ??? ?? ?? ??? ? ?? ????? ???? ?? ??? AI? ??? ???? ???? ????, ??, ??????? ?? ???? ??? ?????? ??? ??? ???? ????. NVIDIA? ??? AI ??? ??? ??? ????? H100 Tensor ?? GPU? CUDA ???? ?? ??? GPU ????? ????? ???? ??? ??? ???? ????. NVIDIA NIM? AI ?? ??? ???? ???? ???? ??? ??? ???? ??? ??? ??? ???? ??, ??? AI ??????? ??? ??????. ??? AI ??? ??? GAN?? ?????? ?? ??? AI…

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]]> 3081 ??? AI? NVIDIA Earth-2? ?? ?? ?? ??? ???? ?? http://www.open-lab.net/ko-kr/blog/how-generative-ai-is-empowering-climate-tech-with-nvidia-earth-2/ http://www.open-lab.net/ko-kr/blog/how-generative-ai-is-empowering-climate-tech-with-nvidia-earth-2/#respond Fri, 12 Apr 2024 05:31:06 +0000 http://www.open-lab.net/ko-kr/blog/?p=2558 Reading Time: 8 minutes ?? ???? ?? ?? ? ????? ????? ???? ?? NVIDIA Earth-2? ???? ????? ???? ?? ??? ???? ????? ???? ????. Earth-2? ?? ??? ??? ?? ????? ? ?? ?? ????? ?? ?? ?????? ???? ????. ?? ?? ??? ???? ???? ??? ???? ???? ???? ?????? ??, ??, ??? ?? ?? ??? ?? ?? ??? ???? … Continued]]> Reading Time: 8 minutes ?? ???? ?? ?? ? ????? ????? ???? ?? NVIDIA Earth-2? ???? ????? ???? ?? ??? ???? ????? ???? ????. Earth-2? ?? ??? ??? ?? ????? ? ?? ?? ????? ?? ?? ?????? ???? ????. ?? ?? ??? ???? ???? ??? ???? ???? ???? ?????? ??, ??, ??? ?? ?? ??? ?? ?? ??? ???? ? ??? ??? ? ??? ??? ? ????. ? ?????? ??? AI? ??? ??????? ??? ?? AI ?? ?? ? ??? ?? ??? ???? NVIDIA Earth-2 ?? ???? ??…

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]]> http://www.open-lab.net/ko-kr/blog/how-generative-ai-is-empowering-climate-tech-with-nvidia-earth-2/feed/ 0 2558 ?? ?? ???? LLM ???? ? ??? ??? ???? NVIDIA GB200 NVL72 http://www.open-lab.net/ko-kr/blog/nvidia-gb200-nvl72-delivers-trillion-parameter-llm-training-and-real-time-inference/ http://www.open-lab.net/ko-kr/blog/nvidia-gb200-nvl72-delivers-trillion-parameter-llm-training-and-real-time-inference/#respond Wed, 03 Apr 2024 06:05:57 +0000 http://www.open-lab.net/ko-kr/blog/?p=2530 Reading Time: 6 minutes ? ?? ???? ??? ?? ???? ?? ??? ?? ?? ??? ???, ??? ?? ??? ??? ??? ? ??? ??? ?? ??? ??? ????: ??? ??? ??? ??? ???? ???? ?? ?? ??? ?? ?? ??? ???? ? ????. ??? ??? ????? ??? ?? ????? ?? ????? ??? ???? ???? ???? ??? ?? ?????. ??? … Continued]]> Reading Time: 6 minutes ? ?? ???? ??? ?? ???? ?? ??? ?? ?? ??? ???, ??? ?? ??? ??? ??? ? ??? ??? ?? ??? ??? ????: ??? ??? ??? ??? ???? ???? ?? ?? ??? ?? ?? ??? ???? ? ????. ??? ??? ????? ??? ?? ????? ?? ????? ??? ???? ???? ???? ??? ?? ?????. ??? NVIDIA GB200 NVL72? ??? ??? ??? ??? ? ?????. ?? ???? ?? ??? ??(MoE) ??? ?? ???????. ? ??? ?? ???(expert)?? ?? ??? ???? ?? ?? ?? ? ?????…

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]]> http://www.open-lab.net/ko-kr/blog/nvidia-gb200-nvl72-delivers-trillion-parameter-llm-training-and-real-time-inference/feed/ 0 2530 ??? AI ?? ??? ?? ???? ?? ???????? ???? NVIDIA NIM http://www.open-lab.net/ko-kr/blog/nvidia-nim-offers-optimized-inference-microservices-for-deploying-ai-models-at-scale/ http://www.open-lab.net/ko-kr/blog/nvidia-nim-offers-optimized-inference-microservices-for-deploying-ai-models-at-scale/#respond Fri, 22 Mar 2024 01:34:13 +0000 http://www.open-lab.net/ko-kr/blog/?p=2520 Reading Time: 4 minutes ??? AI ??? ??? ?????. 2022? OpenAI? ChatGPT ??? ??? ? ??? ??? ? ? ?? 1? ? ??? ???? ?????, ?? ?? ???? ?? ??? ??????. 2023??? ????? Meta, Mistral, Stability ?? API? ?? ?? ???? ??? ???? POC? ??????. 2024?? ????? ???? AI ??? ?? ?????? ???? ????, ??? ?? ??? ???, ??, … Continued]]> Reading Time: 4 minutes ??? AI ??? ??? ?????. 2022? OpenAI? ChatGPT ??? ??? ? ??? ??? ? ? ?? 1? ? ??? ???? ?????, ?? ?? ???? ?? ??? ??????. 2023??? ????? Meta, Mistral, Stability ?? API? ?? ?? ???? ??? ???? POC? ??????. 2024?? ????? ???? AI ??? ?? ?????? ???? ????, ??? ?? ??? ???, ??, ????, ?? ?? ????? ? ???? ???? ??? ??? ??? ????. ?????? ?? ? ??? ???? ??? ?? ????, ?? ???? ?? ?? ??…

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]]> http://www.open-lab.net/ko-kr/blog/nvidia-nim-offers-optimized-inference-microservices-for-deploying-ai-models-at-scale/feed/ 0 2520 LLM ????? Mixture of Experts(MoE)? ???? http://www.open-lab.net/ko-kr/blog/applying-mixture-of-experts-in-llm-architectures/ http://www.open-lab.net/ko-kr/blog/applying-mixture-of-experts-in-llm-architectures/#respond Fri, 15 Mar 2024 06:21:35 +0000 http://www.open-lab.net/ko-kr/blog/?p=2511 Reading Time: 7 minutes Mixture of Experts(MoE) ?? ?? ??(LLM) ????? ?? GPT-4? ?? ?? LLM? ?? Mixtral 8x7B? ?? ?? ??? ?? ???? ????? ???? ????. Mixtral ??? ??? ??? ???? ?? MoE? LLM ??????? ??? ?? ?? ??? ??? ??? ???????. ???? MoE? ???? ? ??? ????? MoE? ??? ??? ?? ??(?: ?? ???, MLP ?? attention … Continued]]> Reading Time: 7 minutes Mixture of Experts(MoE) ?? ?? ??(LLM) ????? ?? GPT-4? ?? ?? LLM? ?? Mixtral 8x7B? ?? ?? ??? ?? ???? ????? ???? ????. Mixtral ??? ??? ??? ???? ?? MoE? LLM ??????? ??? ?? ?? ??? ??? ??? ???????. ???? MoE? ???? ? ??? ????? MoE? ??? ??? ?? ??(?: ?? ???, MLP ?? attention projection)? ??? ?? ?? “???(expert)” ?? ????? ???? ???? ???? ?????. ??? ?? ????? ?? ????? ?? ??? ????…

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]]> http://www.open-lab.net/ko-kr/blog/applying-mixture-of-experts-in-llm-architectures/feed/ 0 2511 8-bit ??? ???? ???? ???? ??? 2? ? ??? ????? NVIDIA TensorRT http://www.open-lab.net/ko-kr/blog/tensorrt-accelerates-stable-diffusion-nearly-2x-faster-with-8-bit-post-training-quantization/ http://www.open-lab.net/ko-kr/blog/tensorrt-accelerates-stable-diffusion-nearly-2x-faster-with-8-bit-post-training-quantization/#respond Tue, 12 Mar 2024 07:43:33 +0000 http://www.open-lab.net/ko-kr/blog/?p=2500 Reading Time: 5 minutes ??? AI? ?? ???? ?? ??? ??? ????? ??? ??? ???? ???? ?? ?? ??? ????? ???? ????. ??? ??? ?? ??? ?????? ??????? ??? ??????. ??? ?? ??? ?? ????? ???? ??? ?? ??? ???? ??? ?? ???? ? ????. ?? ??? ????? ?? ??? ???? ?? ???? ??? ????? ??? ??? ?????. NVIDIA … Continued]]> Reading Time: 5 minutes ??? AI? ?? ???? ?? ??? ??? ????? ??? ??? ???? ???? ?? ?? ??? ????? ???? ????. ??? ??? ?? ??? ?????? ??????? ??? ??????. ??? ?? ??? ?? ????? ???? ??? ?? ??? ???? ??? ?? ???? ? ????. ?? ??? ????? ?? ??? ???? ?? ???? ??? ????? ??? ??? ?????. NVIDIA TensorRT 9.2.0??? ??? ??? ????? NVIDIA ?????? ?? ?? ??? ?? ?? ? ??? ??? 8??(FP8 ?? INT8) ?? ? ???(PTQ)? ?? ?? ??? ???…

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]]> http://www.open-lab.net/ko-kr/blog/tensorrt-accelerates-stable-diffusion-nearly-2x-faster-with-8-bit-post-training-quantization/feed/ 0 2500 NVIDIA AI ?? ????? ???? Diffusion XL? ?? ??? ???? http://www.open-lab.net/ko-kr/blog/generate-stunning-images-with-stable-diffusion-xl-on-the-nvidia-ai-inference-platform/ http://www.open-lab.net/ko-kr/blog/generate-stunning-images-with-stable-diffusion-xl-on-the-nvidia-ai-inference-platform/#respond Fri, 08 Mar 2024 06:15:17 +0000 http://www.open-lab.net/ko-kr/blog/?p=2485 Reading Time: 8 minutes ?? ??? ?? ??? ?????? ?????? ???? ????. ? ??? ??? ?? ?? ??? ?? ??? ???? ????? AI ?? ???? ???? ??? ??? ?? ??? ??? ???? ?? ???? ?????. ? ??? ???? ?? ???? ??? ??, ?? ? ??? ?? ??? ??? ?? ??, ??? ??? ?? ? ??? ??? ? ??? ?? … Continued]]> Reading Time: 8 minutes ?? ??? ?? ??? ?????? ?????? ???? ????. ? ??? ??? ?? ?? ??? ?? ??? ???? ????? AI ?? ???? ???? ??? ??? ?? ??? ??? ???? ?? ???? ?????. ? ??? ???? ?? ???? ??? ??, ?? ? ??? ?? ??? ??? ?? ??, ??? ??? ?? ? ??? ??? ? ??? ?? ?? ??? ??? ? ????. ?? ??? ?????? ???? ? ??? ??? ? ? ???, ???? ??? ?? ?? ???? ??? ? ? ????. 4?? ???? ??? ?? ??? ???? ? CPU? ?? ??? ??????? ? ?? ?? ? ???…

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]]> http://www.open-lab.net/ko-kr/blog/generate-stunning-images-with-stable-diffusion-xl-on-the-nvidia-ai-inference-platform/feed/ 0 2485 人人超碰97caoporen国产