Skip to content

Instantly share code, notes, and snippets.

View bashtoni's full-sized avatar

Sam Bashton bashtoni

View GitHub Profile
@ubergarm
ubergarm / DeepSeek-R1-Quantized-GGUF-Gaming-Rig-Inferencing-Fast-NVMe-SSD.md
Last active August 31, 2025 04:09
Run DeepSeek R1 671B unsloth GGUF locally with ktransformers or llama.cpp on high end gaming rig!

tl;dr;

UPDATE Mon Mar 10 10:51:31 AM EDT 2025 Check out the newer ktransformers guide for how to get it running faster! About 3.5 tok/sec on this same gaming rig. Big thanks to Supreeth Koundinya with analyticsindiamag.com for the article!

You can run the real deal big boi R1 671B locally off a fast NVMe SSD even without enough RAM+VRAM to hold the 212GB dynamically quantized weights. No it is not swap and won't kill your SSD's read/write cycle lifetime. No this is not a distill model. It works fairly well despite quantization (check the unsloth blog for details on how they did that).

The basic idea is that most of the model itself is not loaded into RAM on startup, but mmap'd. Then kv cache will take up some RAM. Most of your system RAM is left available to serve as disk cache for whatever experts/weights are currently most u

@iann0036
iann0036 / gist:b473bbb3097c5f4c656ed3d07b4d2222
Last active September 10, 2025 14:54
List of expensive / long-term effect AWS IAM actions
acm-pca:CreateCertificateAuthority
aws-marketplace:AcceptAgreementApprovalRequest
aws-marketplace:Subscribe
backup:PutBackupVaultLockConfiguration
bedrock:CreateProvisionedModelThroughput
bedrock:UpdateProvisionedModelThroughput
devicefarm:PurchaseOffering
dynamodb:PurchaseReservedCapacityOfferings
ec2:ModifyReservedInstances
ec2:PurchaseCapacityBlock
@zspine
zspine / QuasarStripeJs.vue
Last active May 8, 2022 01:40
Stripe integration with quasar (vue), uses custom form elements and error messages with quasar q-field
<template>
<div id="payment-form">
<div class="q-mt-md q-mb-md text-negative" v-if="submissionError">
<div id="card-errors" role="alert">{{ submissionError }}</div>
</div>
<q-field label="Card Number"
stack-label
class="q-mb-md"
@RulerOf
RulerOf / pfsense-on-centos-8.md
Last active January 9, 2024 22:18
Installing pfSense on KVM in CentOS 8

Installing pfSense on KVM in CentOS 8

We download the latest release of pfSense as a gzipped ISO, then extract it and pass it to virt-install to get the VM up and running. Interactive portions of setup are done with virt-install's native console redirection. This guide assumes you've already installed and configured KVM, and that you've created network bridges already.

Instructions

Find the latest release here.

Download the gzipped memstick-serial image from a mirror into a directory that KVM can access, then unzip it:

@progandy
progandy / README.md
Last active September 26, 2023 08:27
Sway output mirror and screencast

Sway output mirror and screencast

Mirror

wf-recorder

With wf-recorder it is possible to record one output. When ffmpeg is compiled with sdl support, then it is possible to use "sdl" as the muxer and replay the recorded video instead of writing it to a file.

Async calls

<template>
<!-- 
When isLoading is true, the <div> is in the DOM, the <p> is not.
When isLoading is false, Vue will remove the <div> and add the <p> to the DOM,
at which point <MyComponent> will be created and passed the fetched data.
-->
@gene1wood
gene1wood / aws-lambda-relative-import-no-known-parent-package.md
Last active August 20, 2025 06:59
Python relative imports in AWS Lambda fail with `attempted relative import with no known parent package`

Python relative imports in AWS Lambda fail with attempted relative import with no known parent package

The Problem

In AWS Lambda if I attempt an explicit relative import like this

.
├── lambda_file.py
└── example.py
@dleonard0
dleonard0 / POIs.csv
Last active July 10, 2025 01:10
Hypothetical NBN POI Addresses
Name Ref Geolocation Address
Civic 9CVI -35.27376,149.13163 50 Mort Street, Braddon ACT 2612
Queanbeyan 9QBN -35.35361,149.23189 36 Lowe St, Queanbeyan NSW 2620
Albury 2ALB -36.08194,146.91488 475 Kiewa St, Albury NSW 2640
Asquith Depot 2SYA -33.69570,151.10987 3 Kelray Place, Asquith NSW 2077
Berkeley Vale 2BLV -33.34911,151.43602 3-5 Pindarri Ave, Berkeley Vale NSW 2261
Blacktown 2BLK -33.77027,150.90826 17 Flushcombe Rd, Blacktown NSW 2148
Campbelltown 2CBT -34.06800,150.81187 253 Queen St, Cambelltown NSW 2560
Campsie 2CAM -33.91586,151.10954 395 Canterbury Rd, Campsie 2194
Carramar 2CRR -33.88823,150.96885 6-12 The Horsley Dr, Carramar NSW 2163
AWSTemplateFormatVersion: '2010-09-09'
Transform: AWS::Serverless-2016-10-31
Description: AWS Api Gateway to SNS topic
Resources:
StatsApiGateway:
Type: AWS::Serverless::Api
Properties:
StageName: Prod