From 2c575227586ff1c03cf6b5190d066e2f3061a404 Mon Sep 17 00:00:00 2001 From: Hezhi Xie Date: Thu, 25 Jul 2024 07:10:54 -0700 Subject: [PATCH] [GSoC] Create LLM Hyperparameters Optimization API Proposal (#2333) * create llm hyperparameters tuning api proposal Signed-off-by: helenxie-bit * update llm hyperparameters tuning api proposal Signed-off-by: helenxie-bit * update proposal Signed-off-by: helenxie-bit * fix some typos Signed-off-by: helenxie-bit * update the path of image and delete parameter 'resouces_per_worker' from tune api Signed-off-by: helenxie-bit * delete objective function and adjust the design of tune API Signed-off-by: helenxie-bit * Update docs/proposals/llm-hyperparameter-optimization-api.md Co-authored-by: Andrey Velichkevich Signed-off-by: helenxie-bit * Move 'Advanced Functionalities' to 'Non-Goals', and update 'Implementation' part Signed-off-by: helenxie-bit * update 'pytorch_config' Signed-off-by: helenxie-bit * change the name of 'pytorch_config' to 'resources_per_trial' Signed-off-by: helenxie-bit * adjust format Signed-off-by: helenxie-bit * adjust format Signed-off-by: helenxie-bit * adjust format Signed-off-by: helenxie-bit * update implementation part and the type of 'resources_per_trial' Signed-off-by: helenxie-bit * update the example Signed-off-by: helenxie-bit * update 'resources_per_trial'& add one more option for defining objective function Signed-off-by: helenxie-bit * fix typo errors Signed-off-by: helenxie-bit * delete 'WIP' tag Signed-off-by: helenxie-bit * update example Signed-off-by: helenxie-bit * update example Signed-off-by: helenxie-bit * update example Signed-off-by: helenxie-bit * fix format Signed-off-by: helenxie-bit --------- Signed-off-by: helenxie-bit Co-authored-by: Andrey Velichkevich --- docs/proposals/images/design_api.jpg | Bin 0 -> 309135 bytes .../llm-hyperparameter-optimization-api.md | 240 ++++++++++++++++++ 2 files changed, 240 insertions(+) create mode 100644 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