Benchmarks for mlx-lm
The command for evaluating on MMLU Pro:
mlx_lm.evaluate --model model/repo --task mmlu_pro
The command for efficiency benchmarks:
bartowski1182
/ calibration_datav3.txt
Last active
April 27, 2026 20:53
Calibration data provided by Dampf, combines his own efforts on top of Kalomaze's. Used for calibrating GGUF imatrix files
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| In addition to a significant decrease in hepatic lipid accumulation in the IOE group, which inhibited energy intake by propionate enrichment, hepatic lipids were also significantly reduced in the mice in the IOP group, which was largely enriched with butyrate. Compared with the IOE group, IOP had a stronger regulatory effect on hepatic metabolism and triglyceride metabolism and higher levels of TCA cycle in the host. In addition, butyrate has the ability to promote browning of white adipose tissue (WAT) to brown adipose tissue (BAT).^[@ref39],[@ref40]^ WAT stores energy, whereas BAT uses energy for heating and consequently host energy expenditure increases.^[@ref41],[@ref42]^ However, adipose tissue weight does not change after WAT browning.^[@ref43]^ Therefore, the weight of adipose tissue of mice in the IOP group dominated by butyrate was greater than that of the mice in the IOE group dominated by propionate. | |
| In conclusion ([Figure [7](#fig7){ref-type="fig"}](#fig7){ref-type="fig"}C), the improvement of ob |
aka what i did to get from nothing to done.
note: these are designed to be primarily a re-install guide for myself (writing things down helps me memorize the knowledge), as such don't take any of this on blind faith - some areas are well tested and the docs are very robust, some items, less so). YMMV
verygenericname
/ ios_14_downgrade.md
Last active
March 26, 2024 01:34
How to downgrade from iOS 15 to iOS 14
Important: Please don't use the comment section to ask for help. Join r/jailbreak (
#futurerestore-help) or FDR Bureau (#support) instead.
The latest SEP/BB as of right now is iOS 15.3.1, and is partially or fully compatible with iOS 14 depending on your device. See the appropriate section for exact compatibility info.
- SHSH blobs for the version you want to downgrade to (e.g. from https://tsssaver.1conan.com/, https://shsh.host/)
- macOS or Linux (Ubuntu 20.04 or newer recommended). Windows or a VM will NOT work.
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| import java.util.Arrays; | |
| public class main { | |
| private static byte base64_reverse_table[] = { | |
| -2, -2, -2, -2, -2, -2, -2, -2, -2, -1, -1, -2, -2, -1, -2, -2, | |
| -2, -2, -2, -2, -2, -2, -2, -2, -2, -2, -2, -2, -2, -2, -2, -2, | |
| -1, -2, -2, -2, -2, -2, -2, -2, -2, -2, -2, 62, -2, -2, -2, 63, | |
| 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, -2, -2, -2, -2, -2, -2, | |
| -2, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, | |
| 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, -2, -2, -2, -2, -2, |
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| func toUnix(year, month, day, hour, min, sec int) int64 { | |
| if month < 1 || month > 12 { | |
| return -1 | |
| } | |
| leap := 0 | |
| if (year%4 == 0 && (year%100 != 0 || year%400 == 0)) && month >= 3 { | |
| leap = 1 // February 29 | |
| } |
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| /* | |
| MIT License | |
| Copyright (c) 2010-2019 <http://ez8.co> <orca.zhang@yahoo.com> | |
| Permission is hereby granted, free of charge, to any person obtaining a copy | |
| of this software and associated documentation files (the "Software"), to deal | |
| in the Software without restriction, including without limitation the rights | |
| to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
| copies of the Software, and to permit persons to whom the Software is |
liues1992
/ pre-commit
Created
September 3, 2018 06:35
golang basic pre-commit check, including gofmt goimports golint
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| #!/bin/sh | |
| # Partly copy from https://tip.golang.org/misc/git/pre-commit | |
| # Copyright 2012 The Go Authors. All rights reserved. | |
| # Use of this source code is governed by a BSD-style | |
| # license that can be found in the LICENSE file. | |
| # git gofmt pre-commit hook | |
| # | |
| # To use, store as .git/hooks/pre-commit inside your repository and make sure | |
| # it has execute permissions. |
orca-zhang
/ wildcards.c
Last active
February 28, 2022 08:40
case sensitive wildcards match function
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| /* | |
| MIT License | |
| Copyright (c) 2010-2017 <http://ez8.co> <orca.zhang@yahoo.com> | |
| Permission is hereby granted, free of charge, to any person obtaining a copy | |
| of this software and associated documentation files (the "Software"), to deal | |
| in the Software without restriction, including without limitation the rights | |
| to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
| copies of the Software, and to permit persons to whom the Software is |
orca-zhang
/ memhex.c
Created
January 25, 2018 14:42
A small tool used to inspect memory of remote active process under Linux without any side-effect (MAYBE, as tested).
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| /* | |
| MIT License | |
| Copyright (c) 2010-2017 <http://ez8.co> <orca.zhang@yahoo.com> | |
| Permission is hereby granted, free of charge, to any person obtaining a copy | |
| of this software and associated documentation files (the "Software"), to deal | |
| in the Software without restriction, including without limitation the rights | |
| to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
| copies of the Software, and to permit persons to whom the Software is |
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