NeMo Framework – NVIDIA Technical Blog
http://www.open-lab.net/ko-kr/blog
Wed, 28 Feb 2024 07:51:37 +0000
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LLM ?? ?????: ???? ???
http://www.open-lab.net/ko-kr/blog/mastering-llm-techniques-inference-optimization/
http://www.open-lab.net/ko-kr/blog/mastering-llm-techniques-inference-optimization/#respond
Mon, 27 Nov 2023 06:52:07 +0000
http://www.open-lab.net/ko-kr/blog/?p=2242
Reading Time: 15 minutes ????? ???? ?? ??? ??? ??? ??? ?? ???? ???? ????, ?? ??? ????, ??? ??? ??? ??? ??? ? ????. ??? ????? ??? ???? ??? ?? ?? ?? ???? ???? ??? ???? ? ???? (?? ???? ???). ??? ?? ?? ???? ?? ?? ??(LLM)? ? ??? ????? ??? ?? ????? ?? ? ???, ?? … Continued]]>
Reading Time: 15 minutes ????? ???? ?? ??? ??? ??? ??? ?? ???? ???? ????, ?? ??? ????, ??? ??? ??? ??? ??? ? ????. ??? ????? ??? ???? ??? ?? ?? ?? ???? ???? ??? ???? ? ???? (?? ???? ???). ??? ?? ?? ???? ?? ?? ??(LLM)? ? ??? ????? ??? ?? ????? ?? ? ???, ?? ??? ?? ? ??(?? ????)? ???? ? ?? ?? ??? ??? ? ????. ?? ?????? LLM ???? ?? ??? ??? ? ?? ???? ???? ?? ?????. ??? ????? ????? ??? ???? ??? ??…
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2242
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LLM ?? ?????: LLMOps
http://www.open-lab.net/ko-kr/blog/mastering-llm-techniques-llmops/
http://www.open-lab.net/ko-kr/blog/mastering-llm-techniques-llmops/#respond
Mon, 27 Nov 2023 04:34:45 +0000
http://www.open-lab.net/ko-kr/blog/?p=2215
Reading Time: 8 minutes ??? AI ? ?? ??? ???? ????, GenAIOps? LLMOps? ??? ??? ??, ?? MLOps? ?? ??? ?????]]>
Reading Time: 8 minutes ??? ??? ???, ???? ??? ????, ???? ???? ?? ? ?? ??? ???? AI? ???? ????. ?? ??(ML)? ????? ??, ???, ??? ????? ?? ????? ???? ??? ? ?? ??, ????, ?? ??? ???????, ?? ?? ?? ??(MLOps)??? ?? ??? ????. ? ??? ?? ?? ??? ??? ?? ??(LLM)? ???? ?? ??? ??? AI ??? ??? ???? ????. ??? ChatGPT? ??? ??? ??? ?? ???????. ???? ???? ??? AI ? LLM ?? ?? ???? ???? ?? ??? ???? ?? MLOps? ????…
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?? ??? ??? ?? ?? ?? ?? ????
http://www.open-lab.net/ko-kr/blog/getting-started-with-large-language-models-for-enterprise-solutions/
http://www.open-lab.net/ko-kr/blog/getting-started-with-large-language-models-for-enterprise-solutions/#respond
Fri, 10 Nov 2023 02:23:50 +0000
http://www.open-lab.net/ko-kr/blog/?p=2130
Reading Time: 8 minutes ?? ?? ??(LLM)? ??? ?? ????? ??? ??? ??? ??? ??? ??? ? ?? ???????. LLM? ??, ??, ????, ??? ???, ??? ???? ???? ?? ??? ???? ???? ???? ?? ??? ??? ??? ? ????. LLM? ????? ????? ????? ??? ???? ??? ??? ?????. ??? ??? ??? ??? ?? ????? ????? ??? ?? ? ?? … Continued]]>
Reading Time: 8 minutes ?? ?? ??(LLM)? ??? ?? ????? ??? ??? ??? ??? ??? ??? ? ?? ???????. LLM? ??, ??, ????, ??? ???, ??? ???? ???? ?? ??? ???? ???? ???? ?? ??? ??? ??? ? ????. LLM? ????? ????? ????? ??? ???? ??? ??? ?????. ??? ??? ??? ??? ?? ????? ????? ??? ?? ? ?? ??? ???? ? ??? ?? ??? ?? ??? ???? ?????. ????? ?????? ??? ??? ???? ??? ???? ??? ???? ? ??? ???. ?? ??? ?? ??? ?…
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2130
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SteerLM: ?? ?? LLM? ?? ??? ? ?? ???? ???? ??
http://www.open-lab.net/ko-kr/blog/announcing-steerlm-a-simple-and-practical-technique-to-customize-llms-during-inference/
http://www.open-lab.net/ko-kr/blog/announcing-steerlm-a-simple-and-practical-technique-to-customize-llms-during-inference/#respond
Wed, 18 Oct 2023 05:21:33 +0000
http://www.open-lab.net/ko-kr/blog/?p=2060
Reading Time: 6 minutes ?? ? ? ?? GPT-3, Megatron-Turing, Chinchilla, PaLM-2, Falcon, Llama 2? ?? ??? ?? ??(LLM)? ???? ??? ??? ??? ?? ??? ???????. ??? ??? ??? ???? ??? ? ?? ???? ???? ?? LLM? ??? ???? ?? ???? ??? ??? ???? ?? ? ????. ?? LLM? ???? ?? ?? ??? ??? ??? ?? ?? ?? ??(SFT)? … Continued]]>
Reading Time: 6 minutes ?? ? ? ?? GPT-3, Megatron-Turing, Chinchilla, PaLM-2, Falcon, Llama 2? ?? ??? ?? ??(LLM)? ???? ??? ??? ??? ?? ??? ???????. ??? ??? ??? ???? ??? ? ?? ???? ???? ?? LLM? ??? ???? ?? ???? ??? ??? ???? ?? ? ????. ?? LLM? ???? ?? ?? ??? ??? ??? ?? ?? ?? ??(SFT)? ??? ???? ?? ?? ??(RLHF)? ?????. RLHF? ??? ???? ? ???, ??? ??? ? ??? ?? ?? ? ? ?? ??? ????. ??? ??? ???? ??…
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?? ?? ????? ??? ????? TensorRT-LLM???
http://www.open-lab.net/ko-kr/blog/nvidia-tensorrt-llm-supercharges-large-language-model-inference-on-nvidia-h100-gpus/
http://www.open-lab.net/ko-kr/blog/nvidia-tensorrt-llm-supercharges-large-language-model-inference-on-nvidia-h100-gpus/#respond
Tue, 12 Sep 2023 07:26:14 +0000
http://www.open-lab.net/ko-kr/blog/?p=2001
Reading Time: 5 minutes ??? ?? ??(LLM)? ???? ??? ??? AI? ??? ??? ????. ??? ? ??? ??? ?? ???? ?? ???? ???? ???? ??? ? ????. ??? NVIDIA? ??? ?? ?? ??? ????? ????? ?? ??(Meta), ?????(Anyscale), ???(Cohere), ??(Deci), ????(Grammarly), ???? AI(Mistral AI), ?? ??????(Databricks)? ??? ????ML(MosaicML), ??ML(OctoML), ???(Tabnine), ??? AI(Together AI), ??(Uber) ? ?? ???? ??? ?????. ??? ??? ? ? ?? ?? ??? ?? ?? ?????? NVIDIA?TensorRT-LLM? ?????,????(Ampere),??????(Lovelace)? ??(Hopper) GPU?? ??? ? ????.?TensorRT-LLM? TensorRT?? … Continued]]>
Reading Time: 5 minutes ??? ?? ??(LLM)? ???? ??? ??? AI? ??? ??? ????. ??? ? ??? ??? ?? ???? ?? ???? ???? ???? ??? ? ????. ??? NVIDIA? ??? ?? ?? ??? ????? ????? ?? ??(Meta), ?????(Anyscale), ???(Cohere), ??(Deci), ????(Grammarly), ???? AI(Mistral AI), ?? ??????(Databricks)? ??? ????ML(MosaicML), ??ML(OctoML), ???(Tabnine), ??? AI(Together AI), ??(Uber) ? ?? ???? ??? ?????. ??? ??? ? ?…
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??? ?? ??? ???? ??
http://www.open-lab.net/ko-kr/blog/how-to-create-a-custom-language-model/
http://www.open-lab.net/ko-kr/blog/how-to-create-a-custom-language-model/#respond
Wed, 12 Jul 2023 06:03:56 +0000
http://www.open-lab.net/ko-kr/blog/?p=1776
Reading Time: 8 minutes ??? ?? ??? ???? ??????? ?? ? ? ?? ? ???? ????? ? ?? ??? ???? ?? ? ????. ???? ???? ??? ?? ??? ???? ?????.]]>
Reading Time: 8 minutes ??? AI? ?? ? ? ?? ??? ??? ???? ???????. ??? ??? ??? ??? ??? ?????? ? ??? ???? ?? ????? ???? ????? ?? ??? ??? ??? ? ????. ??? ??? ???? ??? ?? ??(LLM)? ????. LLM? ??? ??? ????? ?? ?? ????, ??? ??? ? ????? ?? ?? ??? ?? ??? ? ????. ???? ??, ??, ?? ??, ?? ?? ?? ? ?? ?? ?????. ?? ?? ?? ??? ?? ??? ??? ? ?? ??? ??? ??? AI ????? ????? ????, ?? ?? ??? ???? ?? ? ?? ???? ??…
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1776
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NVIDIA Faster Transformer? ?? KoGPT? ?? ???
http://www.open-lab.net/ko-kr/blog/increasing-inference-acceleration-of-kogpt-with-fastertransformer/
http://www.open-lab.net/ko-kr/blog/increasing-inference-acceleration-of-kogpt-with-fastertransformer/#respond
Fri, 28 Apr 2023 04:51:09 +0000
http://www.open-lab.net/ko-kr/blog/?p=1538
Reading Time: 4 minutes ?????? ??? ?? ??? ?? AI ?? ???? ? ???? ?? AI R&D? ??? ???? ????. ??? ??(NLP)? ?? ??? ?? ??? ?????? ?? ??? ??, ?? ?? ??, ?? ?? ??, ?? ??? ?? ? ?? ?? AI ??? ???? ????. ????? ??????? ????? ????? ???? ??? ?? ??? ?? ??? ‘KoGPT’? ??????. ??? … Continued]]>
Reading Time: 4 minutes ?????? ??? ?? ??? ?? AI ?? ???? ? ???? ?? AI R&D? ??? ???? ????. ??? ??(NLP)? ?? ??? ?? ??? ?????? ?? ??? ??, ?? ?? ??, ?? ?? ??, ?? ??? ?? ? ?? ?? AI ??? ???? ????. ????? ??????? ????? ????? ???? ??? ?? ??? ?? ??? ‘KoGPT’? ??????. ??? ??? ????? ???? FasterTransformer? ??? ???? ??????. ?? ?????? ????? ??????? ??? FasterTransformer? ?? KoGPT? ?????? ???????.
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