Q4_2 quantization with rmse-optimized scale and quants#1062
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Q4_2 quantization with rmse-optimized scale and quants#1062
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For quantize-stats we get q4_2: rmse 0.00159301, maxerr 0.17480469, 95pct<0.0030, median<0.0012 For 7B perplexity with BLAS enabled we get 6.2038 after 655 chunks. Quantization is slow (~90 seconds on my Mac for 7B) as not multi-threaded as in PR #896.
ggerganov
approved these changes
Apr 19, 2023
Not sure why this makes them fail
sw
reviewed
Apr 19, 2023
sw
reviewed
Apr 19, 2023
Green-Sky
reviewed
Apr 19, 2023
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Collaborator
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this inline does not do anything here. the static is all you need.
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hm actually, after looking at cppref, i am not sure that C and C++ are the same here.
SamuelOliveirads
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Dec 29, 2025
* Add alternative log functions * chat: fix int overflow, prevent size calculation in float/double (ggml-org#17357) * chat: fix int overflow, prevent size calculation in float/double * Update common/chat.cpp Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * common : move all common_chat_parse_* to chat-parser.cpp. (ggml-org#17481) # Conflicts: # common/chat.cpp * server: split server.cpp code into server/common/task/queue/context * Fix compiler warning * Clean up code * common: use native MultiByteToWideChar * move server prompt to server task * Clean code * delete utils.hpp --------- Co-authored-by: firecoperana <firecoperana> Co-authored-by: Xuan-Son Nguyen <son@huggingface.co> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> Co-authored-by: DAN™ <dranger003@gmail.com>
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For quantize-stats we get
q4_2: rmse 0.00159301, maxerr 0.17480469, 95pct<0.0030, median<0.0012
For 7B perplexity with BLAS enabled we get 6.2038 after 655 chunks.
Quantization is slow (~90 seconds on my Mac for 7B) as not multi-threaded as in PR #896.