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John Robenalt robenalt

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@rain-1
rain-1 / llama-home.md
Last active June 19, 2024 03:05
How to run Llama 13B with a 6GB graphics card

This worked on 14/May/23. The instructions will probably require updating in the future.

llama is a text prediction model similar to GPT-2, and the version of GPT-3 that has not been fine tuned yet. It is also possible to run fine tuned versions (like alpaca or vicuna with this. I think. Those versions are more focused on answering questions)

Note: I have been told that this does not support multiple GPUs. It can only use a single GPU.

It is possible to run LLama 13B with a 6GB graphics card now! (e.g. a RTX 2060). Thanks to the amazing work involved in llama.cpp. The latest change is CUDA/cuBLAS which allows you pick an arbitrary number of the transformer layers to be run on the GPU. This is perfect for low VRAM.

  • Clone llama.cpp from git, I am on commit 08737ef720f0510c7ec2aa84d7f70c691073c35d.
@rain-1
rain-1 / LLM.md
Last active June 26, 2024 16:53
LLM Introduction: Learn Language Models

Purpose

Bootstrap knowledge of LLMs ASAP. With a bias/focus to GPT.

Avoid being a link dump. Try to provide only valuable well tuned information.

Prelude

Neural network links before starting with transformers.

@pmkay
pmkay / top-brew-packages.txt
Last active June 24, 2024 16:26 — forked from r5v9/top-brew-packages.txt
Top homebrew packages
node: Platform built on V8 to build network applications
git: Distributed revision control system
wget: Internet file retriever
yarn: JavaScript package manager
python3: Interpreted, interactive, object-oriented programming language
coreutils: GNU File, Shell, and Text utilities
pkg-config: Manage compile and link flags for libraries
chromedriver: Tool for automated testing of webapps across many browsers
awscli: Official Amazon AWS command-line interface
automake: Tool for generating GNU Standards-compliant Makefiles
@Zsailer
Zsailer / hide_single_cell.py
Last active July 10, 2023 15:41
Hide a single cell in Jupyter notebook
from IPython.display import HTML
from IPython.display import display
# Taken from https://stackoverflow.com/questions/31517194/how-to-hide-one-specific-cell-input-or-output-in-ipython-notebook
tag = HTML('''<script>
code_show=true;
function code_toggle() {
if (code_show){
$('div.cell.code_cell.rendered.selected div.input').hide();
} else {
@5agado
5agado / Pandas and Seaborn.ipynb
Created February 20, 2017 13:33
Data Manipulation and Visualization with Pandas and Seaborn — A Practical Introduction
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@aallan
aallan / mac-vendor.txt
Last active June 19, 2024 21:35
List of MAC addresses with vendors identities
000000 Officially Xerox
000001 SuperLAN-2U
000002 BBN (was internal usage only, no longer used)
000003 XEROX CORPORATION
000004 XEROX CORPORATION
000005 XEROX CORPORATION
000006 XEROX CORPORATION
000007 XEROX CORPORATION
000008 XEROX CORPORATION
000009 powerpipes?
@ijokarumawak
ijokarumawak / read-flowfile-contents.py
Last active June 17, 2024 11:08
Example Python script to use from NiFi ExecuteScript processor which reads the first line from an incoming flow file.
from org.apache.nifi.processors.script import ExecuteScript
from org.apache.nifi.processor.io import InputStreamCallback
from java.io import BufferedReader, InputStreamReader
class ReadFirstLine(InputStreamCallback) :
__line = None;
def __init__(self) :
pass
@ijokarumawak
ijokarumawak / 0.NiFi-Move-Files-Between-S3-Buckets.md
Last active January 9, 2024 15:17
Move Files between S3 buckets using NiFi

NiFi Flow Example: Move Files between S3 Buckets

Please be careful with specifying the right bucket name, region and credential.

When I misconfigured region, I got the following error:

2016-11-17 10:51:07,828 ERROR [Timer-Driven Process Thread-9] o.a.nifi.processors.aws.s3.PutS3Object
com.amazonaws.services.s3.model.AmazonS3Exception: The bucket you are attempting to access must be addressed using the specified endpoint. Please send all future requests to this endpoint. (Service: Amazon S3; Status Code: 301; ErrorCode: PermanentRedirect; Request ID: 99A62426D8544997)
@jvwing
jvwing / twitter_to_s3_sample_v1.xml
Last active August 11, 2019 17:02
Apache NiFi flow template for ingesting data to Amazon S3. See https://www.batchiq.com/s3-ingest-with-nifi.html for details.
<?xml version="1.0" encoding="UTF-8" standalone="yes"?><template><description></description><name>twitter_to_s3_sample_v1</name><snippet><connections><id>91f2ec79-3351-44eb-aa8a-b39623e71259</id><parentGroupId>8f183367-57f8-4340-8482-d246e37bb904</parentGroupId><backPressureDataSizeThreshold>0 MB</backPressureDataSizeThreshold><backPressureObjectThreshold>0</backPressureObjectThreshold><destination><groupId>98a2973a-191b-4a6e-90f1-1b7ad12efe7e</groupId><id>dbd8bd4b-733f-43b3-b67b-bd2212598b10</id><type>INPUT_PORT</type></destination><flowFileExpiration>0 sec</flowFileExpiration><labelIndex>1</labelIndex><name></name><source><groupId>9c9d76ac-0ae2-4dee-92a3-a78ad2613342</groupId><id>cd683e79-2b95-4437-b7c8-4fce4ca8beeb</id><type>OUTPUT_PORT</type></source><zIndex>0</zIndex></connections><connections><id>21cc3ca7-8a0a-4a38-b113-0bdc9e0abe87</id><parentGroupId>8f183367-57f8-4340-8482-d246e37bb904</parentGroupId><backPressureDataSizeThreshold>0 MB</backPressureDataSizeThreshold><backPressureObjectThreshold>0</bac
@samuelsmal
samuelsmal / pyspark_udf_filtering.py
Created October 11, 2016 14:10
PySpark DataFrame filtering using a UDF and Regex
from pyspark.sql.functions import udf
from pyspark.sql.types import BooleanType
def regex_filter(x):
regexs = ['.*ALLYOURBASEBELONGTOUS.*']
if x and x.strip():
for r in regexs:
if re.match(r, x, re.IGNORECASE):
return True