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#!/usr/bin/env python3
# Repack a split GGUF so one tensor (default: the qwen4exp engram table
# per_layer_token_embd.weight) sits ALONE in the final shard, with no other tensors
# sharing that file. Motivation: on Metal, llama.cpp wires the mmap'd regions that
# back GPU tensors; a tensor interleaved with them in the same file gets wired along
# for the ride (measured +24 GiB on Qwen3.8-Flash-Next). A file containing only
# CPU-side tensors keeps its own mapping and stays pageable.
#
# Tensor bytes are copied verbatim (no requantization). Output layout for an N-file
# input: shard 1 = byte-for-byte copy of input shard 1 (metadata-only; split.count and

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#!/usr/bin/env ruby

# https://asmirnov.xyz/vram
# https://vram.asmirnov.xyz

require "fileutils"
require "json"
require "open-uri"

# https://huggingface.co/spaces/NyxKrage/LLM-Model-VRAM-Calculator/blob/main/index.html

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fragment branchProtection on BranchProtectionRule {
  allowsDeletions
  allowsForcePushes
  creator {
    login
  }
  id
  isAdminEnforced
  requiredStatusCheckContexts
  requiredApprovingReviewCount

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Getting the Gist of GitHub Actions

Tutorial and tips for GitHub Actions workflows

Table of Contents

• Introduction
• Workflows and actions

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! https://raw.githubusercontent.com/arosh/ublacklist-github-translation/master/uBlacklist.txt
! Github fake
*://bleepcoder.com/*
*://githubja.com/*
*://*.gitmemory.com/*
*://giters.com/*
*://githubmemory.com/*
*://*.wenyanet.com/*
*://issueexplorer.com/*
*://opensourcelibs.com/*

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This is free and unencumbered software released into the public domain.

Anyone is free to copy, modify, publish, use, compile, sell, or
distribute this software, either in source code form or as a compiled
binary, for any purpose, commercial or non-commercial, and by any
means.

In jurisdictions that recognize copyright laws, the author or authors
of this software dedicate any and all copyright interest in the
software to the public domain. We make this dedication for the benefit

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# import config.
# You can change the default config with `make cnf="config_special.env" build`
cnf ?= config.env
include $(cnf)
export $(shell sed 's/=.*//' $(cnf))

# import deploy config
# You can change the default deploy config with `make cnf="deploy_special.env" release`
dpl ?= deploy.env
include $(dpl)

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#!/usr/bin/env python

"""
Display gluster traffic
This tool uses gluster profiling feature, parsing cumulative statistics.

To understand correctly the results, you have to divide overall write statistics with number of replicas.
Also striped volumes needs to be taken in mind - overall statistics just print sum of all bricks
read/written bytes.

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Effective Engineer - Notes

• By Edmond Lau
• Highly Recommended 👍
• http://www.theeffectiveengineer.com/

What's an Effective Engineer?

• They are the people who get things done. Effective Engineers produce results.

Adopt the Right Mindsets

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Shakespeare Sonnet++ Postmortem (incident #465)

Date

2015-10-21

Authors

• jennifer
• martym