add llm finetuning handson colab

[olachinkei]

add llm finetuning handson example

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We appreciate your efforts in opening a PR for the examples repository. Our goal is to ensure a smooth and enjoyable experience for you 😎.

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  is acceptable, but

  pip install -qU wandb
  import wandb

  is not.

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Before marking the PR as ready for review, please run your notebook one more time. Restart the Colab and run all. We will provide you with links to open the Colabs below

The following colabs were changed
-colabs/llm-finetuning-handson/Alpaca_finetunning_with_WandB.ipynb

[socket-security]

New and removed dependencies detected. Learn more about Socket for GitHub ↗︎

Package	New capabilities	Transitives	Size	Publisher
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pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+34	31.7 MB	Andrew.Svetlov, fafhrd, webknjaz
pypi/[email protected]	environment, eval, filesystem, network, shell	0	5.95 MB	CaselIT
pypi/[email protected]	environment, eval, filesystem, network Transitive: shell, unsafe	+798	4.38 GB	Jake.Vanderplas, bgranger, binste, ...3 more
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+810	4.61 GB	Thomas.Grainger, agronholm, njs, ...1 more
pypi/[email protected]	environment, unsafe	0	4.03 MB	hynek
pypi/[email protected]	environment	0	136 kB	hynek
pypi/[email protected]	environment, eval, network Transitive: filesystem, shell, unsafe	+769	4.26 GB	alexmojaki, dsagal
pypi/[email protected]	None	0	49.2 kB	Andrew.Svetlov, hellysmile
pypi/[email protected]	environment, eval, filesystem, shell, unsafe Transitive: network	+832	4.33 GB	hynek
pypi/[email protected]	environment, eval, filesystem, shell, unsafe Transitive: network	+769	4.29 GB	akx, babel, cmlenz, ...2 more
pypi/[email protected]	environment, eval, filesystem, network, unsafe	0	1.87 MB	leonard
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	304 MB	Titus-von-Koeller, timdettmers
pypi/[email protected]	environment, eval, filesystem	0	871 kB	gguthe-moz, willhelm
pypi/[email protected]	unsafe	0	80.8 kB
pypi/[email protected]	environment, eval, filesystem, network, shell	0	31.2 MB	bigreddot, ianthomas23
pypi/[email protected]	environment, eval, filesystem, network	0	684 kB	mahmoud
pypi/[email protected]	environment, eval, filesystem, shell, unsafe Transitive: network	+769	4.26 GB	RdB91, kwgoodman, qwhelan
pypi/[email protected]	filesystem Transitive: environment, eval, network, shell, unsafe	+767	4.26 GB	tgmachina
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	2.15 MB	Armin.Rigo, alexgaynor, fijal, ...5 more
pypi/[email protected]	environment, eval, filesystem Transitive: network, shell, unsafe	+830	4.35 GB	Ousret
pypi/[email protected]	environment, eval, filesystem, network, shell	0	923 kB
pypi/[email protected]	environment, unsafe	0	69.9 kB	Kyle.Kelley, antoine, holdenk, ...6 more
pypi/[email protected]	filesystem	0	19.5 kB	jasongrout, martinRenou, mbussonn
pypi/[email protected]	environment, filesystem, shell Transitive: eval, network, unsafe	+775	4.27 GB	jezdez, joeforker
pypi/[email protected]	filesystem, network Transitive: environment, eval, shell, unsafe	+772	4.26 GB	joeforker
pypi/[email protected]	environment, eval, filesystem, shell, unsafe	0	16.1 MB	ianthomas23
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+836	4.62 GB	reaperhulk
pypi/[email protected]	filesystem	0	131 MB	guillaumekln, natsegal, nguyendc
pypi/[email protected]	Transitive: environment, eval, filesystem, network, shell, unsafe	+769	4.26 GB	QuLogic, matthew.brett, mdboom2
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pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+771	4.27 GB	fjetter, jacob.tomlinson, jakirkham, ...5 more
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	25.5 MB	int19h, kanadig, microsoft
pypi/[email protected]	eval, filesystem	0	116 kB	micheles
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	3.89 MB	fjetter, jacob.tomlinson, jakirkham, ...5 more
pypi/[email protected]	None	0	39.3 kB	takowl
pypi/[email protected]	filesystem	0	9.95 kB	CharlieX
pypi/[email protected]	environment, eval Transitive: filesystem, network, shell, unsafe	+767	4.26 GB
pypi/[email protected]	environment, eval, filesystem, network Transitive: shell, unsafe	+768	4.27 GB	15r10nk, alexmojaki
pypi/[email protected]	eval, filesystem, network	0	4.53 MB	horejsek
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pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+1081	5.62 GB	anthrotype, davelab6, just, ...3 more
pypi/[email protected]	environment, filesystem, unsafe	0	946 kB	Andrew.Svetlov, mj, webknjaz
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pypi/[email protected]	environment, filesystem	0	545 kB	ByronBates, mtrier
pypi/[email protected]	environment, eval, filesystem, network, shell Transitive: unsafe	+801	4.36 GB	ByronBates, mtrier
pypi/[email protected]	eval, filesystem, unsafe	0	7.3 MB	casevh
pypi/[email protected]	environment, filesystem, shell, unsafe Transitive: eval, network	+771	4.26 GB	JaredKuolt, ambroff, bob, ...6 more
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pypi/[email protected]	environment, filesystem, unsafe	0	129 MB	cgohlke
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pypi/[email protected]	filesystem Transitive: environment, eval, network, shell, unsafe	+767	4.26 GB	barry, brettcannon, jaraco
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pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+791	4.36 GB	David.Halter
pypi/[email protected]	environment, eval, filesystem, unsafe	0	986 kB
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	11.6 MB	GaelVaroquaux, lesteve, ogrisel, ...1 more
pypi/[email protected]	filesystem Transitive: environment, eval, network, shell	+2	3.01 MB	dpranke
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pypi/[email protected]	environment, filesystem, network, shell	+2	3.1 MB
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+776	4.26 GB	Kyle.Kelley, MSeal, Sylvain.Corlay, ...9 more
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pypi/[email protected]	environment, filesystem, network	0	106 kB	zsailer
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pypi/[email protected]	eval, filesystem Transitive: environment, network, shell, unsafe	+77	104 MB	blink1073, yuvipanda, zsailer
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pypi/[email protected]	eval, network	0	335 kB
pypi/[email protected]	environment, filesystem, network, shell	0	333 kB
pypi/[email protected]	environment, eval, filesystem, network	0	728 kB	Sylvain.Corlay, bgranger, fperez, ...5 more
pypi/[email protected]	environment, eval, filesystem, network, shell	0	30.5 MB
pypi/[email protected]	environment, shell, unsafe	0	8.47 MB	mdartiailh, sccolbert
pypi/[email protected]	environment, eval, filesystem Transitive: network, shell, unsafe	+767	4.26 GB	jarrodmillman, tupui
pypi/[email protected]	environment, filesystem, shell, unsafe	0	129 MB	Siu.Kwan.Lam, esc, seibert
pypi/[email protected]	filesystem	0	15.7 kB	michaelwilliamson
pypi/[email protected]	filesystem	0	61.5 kB	edwardjhu
pypi/[email protected]	environment, filesystem, unsafe Transitive: eval, network, shell	+769	4.27 GB	jgu, smorin
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pypi/[email protected]	environment, eval, filesystem, network, unsafe Transitive: shell	+770	4.26 GB	fredrik
pypi/[email protected]	environment, unsafe	0	2.54 MB	naoki
pypi/[email protected]	environment, filesystem, unsafe	0	621 kB	Andrew.Svetlov, webknjaz
pypi/[email protected]	environment, shell	0	44.2 kB	bmc
pypi/[email protected]	environment, eval, filesystem, network, shell Transitive: unsafe	+796	4.86 GB	RRosio, darian, datalayer, ...5 more
pypi/[email protected]	environment, filesystem, shell Transitive: eval, network, unsafe	+804	4.46 GB	MSeal, Sylvain.Corlay, davidbrochart
pypi/[email protected]	environment, eval, filesystem, network, shell Transitive: unsafe	+892	4.45 GB	Kyle.Kelley, MSeal, Sylvain.Corlay, ...11 more
pypi/[email protected]	environment, eval, filesystem, network, shell Transitive: unsafe	+779	4.29 GB	bgranger, fperez, mbussonn, ...3 more
pypi/[email protected]	environment, filesystem, network, shell Transitive: eval, unsafe	+773	4.26 GB	Kyle.Kelley, MSeal, Sylvain.Corlay, ...10 more
pypi/[email protected]	None	0	21.2 kB	erdewit
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pypi/[email protected]	environment	0	48.7 kB	datalayer, jtp, zsailer
pypi/[email protected]	environment, eval, filesystem, network, shell Transitive: unsafe	+779	4.32 GB	Kyle.Kelley, RRosio, bgranger, ...15 more
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	14.3 MB	Siu.Kwan.Lam, esc, seibert, ...1 more
pypi/[email protected]	environment, eval, filesystem, shell, unsafe	0	4 MB	andreabedini, falted, matthew.brett, ...1 more
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	98 MB	charlesr.harris, matthew.brett, mattip, ...2 more
pypi/[email protected]	unsafe	0	638 MB	nvidia
pypi/[email protected]	shell, unsafe	0	45.4 MB	nvidia
pypi/[email protected]	unsafe	0	63.8 MB	nvidia
pypi/[email protected]	shell, unsafe	0	4.21 MB	nvidia
pypi/[email protected]	unsafe	0	1.18 GB	nvidia
pypi/[email protected]	unsafe	0	194 MB	nvidia
pypi/[email protected]	unsafe	0	98.8 MB	nvidia
pypi/[email protected]	unsafe	0	195 MB	nvidia
pypi/[email protected]	unsafe	0	265 MB	nvidia
pypi/[email protected]	None	0	219 MB	nvidia
pypi/[email protected]	None	0	368 MB	nvidia
pypi/[email protected]	unsafe	0	417 kB	nvidia
pypi/[email protected]	environment, filesystem, network	0	865 kB	CharlieX, eric.gazoni
pypi/[email protected]	filesystem Transitive: environment, eval, shell, unsafe	+3	669 kB	mkorpela, robotframework
pypi/[email protected]	environment, eval, filesystem, shell	0	2.39 MB	brettcannon, dstufft, pf_moore, ...1 more
pypi/[email protected]	environment, eval, filesystem	0	24.3 kB	minrk
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+767	4.28 GB	MarcoGorelli, datapythonista, jbrockmendel, ...8 more
pypi/[email protected]	environment, eval, filesystem, shell, unsafe Transitive: network	+767	4.26 GB	David.Halter
pypi/[email protected]	eval, filesystem, network, shell, unsafe Transitive: environment	+33	174 MB	jcrist, jrbourbeau, mrocklin, ...1 more
pypi/[email protected]	environment, eval, filesystem, unsafe Transitive: network, shell	+767	4.26 GB	mister.wardrop, njs, tcapretto
pypi/[email protected]	environment, eval, filesystem, shell, unsafe Transitive: network	+788	4.34 GB	aclark, hugovk, radarhere, ...1 more
pypi/[email protected]	environment, eval, filesystem, network, shell	0	7.78 MB	acsbidoul, dstufft, pf_moore, ...3 more
pypi/[email protected]	None	0	11.2 kB	Thomas.Grainger
pypi/[email protected]	environment, shell	0	116 kB	Julian, Ofekmeister, ronny
pypi/[email protected]	environment, filesystem, network, shell Transitive: eval, unsafe	+767	4.26 GB	The_Compiler, flub, goodboy, ...3 more
pypi/[email protected]	environment, eval, filesystem, network Transitive: shell, unsafe	+2	27.9 MB	beorn7, csmarchbanks
pypi/[email protected]	environment, eval, filesystem, network, shell	0	1.78 MB	jonathan.slenders
pypi/[email protected]	environment, eval, filesystem, unsafe	0	2.6 MB	protobuf-packages
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+790	4.54 GB	billiejoex, giampaolo.rodola
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	134 MB	Charles.Cloud, cutlerb, jorgecarleitao, ...6 more
pypi/[email protected]	filesystem, shell, unsafe	0	277 kB	ilanschnell, joeforker, mcg1969
pypi/[email protected]	environment, eval, filesystem, shell, unsafe	0	876 kB	eliben
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	947 kB	kjetilja, mfx, olegp, ...1 more
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	43.1 MB	Anteru, gbrandl, mitsuhiko
pypi/[email protected]	environment, filesystem, network, shell Transitive: eval, unsafe	+771	4.26 GB	exarkun, hynek, reaperhulk
pypi/[email protected]	environment, eval, filesystem, unsafe	+2	2.61 MB	ptmcg
pypi/[email protected]	environment, eval, filesystem, shell, unsafe	0	18.8 MB	aaren, fwasilew, grlee77, ...3 more
pypi/[email protected]	environment, eval, filesystem, network, unsafe	0	3.4 MB	ingy, nitzmahone, tinita
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	8.02 MB	bgranger, minrk
pypi/[email protected]	environment, filesystem	0	272 kB
pypi/[email protected]	eval, filesystem, unsafe	0	3.48 MB	mrabarnett
pypi/[email protected]	filesystem	0	6.88 MB	Julian
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	1.25 MB	lgautier
pypi/[email protected]	filesystem, unsafe Transitive: environment, eval, network, shell	+1730	57 GB	McPotato, Nicolas.Patry, Wauplin, ...1 more
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	33.3 MB	Emmanuelle, grlee77, hmaarrfk, ...4 more
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+924	5.11 GB	GaelVaroquaux, adrin, glemaitre, ...5 more
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	196 MB	matthew.brett, pv, rgommers, ...3 more
pypi/[email protected]	environment, eval, filesystem Transitive: network, shell, unsafe	+797	4.27 GB	mwaskom
pypi/[email protected]	environment, filesystem, network Transitive: eval, shell, unsafe	+28	427 MB	arsenetar, hsoft
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+2261	9.06 GB	getsentry, mitsuhiko
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+1455	5.05 GB	abravalheri, dstufft, jaraco
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pypi/[email protected]	eval, filesystem	0	48.1 kB
pypi/[email protected]	eval, filesystem, unsafe	0	512 kB	facelessuser
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	0	60.7 MB	CaselIT
pypi/[email protected]	environment, eval Transitive: filesystem, network, shell, unsafe	+770	4.26 GB	15r10nk, alexmojaki
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+776	4.35 GB	Skipper.Seabold, bashtage, josefpktd, ...2 more
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pypi/[email protected]	environment, eval, shell, unsafe	0	123 kB	ionel
pypi/[email protected]	environment, eval, filesystem, network Transitive: shell, unsafe	+768	4.26 GB	darian, jasongrout, takowl
pypi/[email protected]	environment, eval, shell	0	129 kB	jeremiedbb, ogrisel, tommoral
pypi/[email protected]	environment, filesystem, shell, unsafe Transitive: eval, network	+158	1.79 GB	cgohlke
pypi/[email protected]	environment, filesystem, network, unsafe Transitive: eval, shell	+805	4.44 GB	ArthurZucker, McPotato, Nicolas.Patry, ...1 more
pypi/[email protected]	environment, eval, filesystem, shell, unsafe	0	274 kB	eigenhombre, eriknw, mrocklin
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+822	6.47 GB	atalman, facebook, malfet, ...2 more
pypi/[email protected]	environment, eval, filesystem, network, shell Transitive: unsafe	+845	4.3 GB	casper.dcl, tqdm
pypi/[email protected]	environment, eval, filesystem, shell, unsafe Transitive: network	+767	4.26 GB	Jonathan.Frederic, Kyle.Kelley, Sylvain.Corlay, ...9 more
pypi/[email protected]	environment, eval, filesystem, network, shell, unsafe	+788	5.89 GB	ptillet
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pypi/[email protected]	environment, filesystem, network, shell Transitive: eval, unsafe	+769	4.26 GB	jquast
pypi/[email protected]	environment, eval, filesystem, network Transitive: shell, unsafe	+902	4.4 GB	engin33r, liris, ukwksk
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[socket-security]

🚨 Potential security issues detected. Learn more about Socket for GitHub ↗︎

To accept the risk, merge this PR and you will not be notified again.

Alert	Package	Note	Source
CVE	pypi/[email protected]	CVE: GHSA-4qhp-652w-c22x Unsecured endpoints in the jupyter-lsp server extension (HIGH) Affected versions: <= 2.2.1 Patched version: 2.2.2	colabs/llm-finetuning-handson/requirements.txt
Critical CVE	pypi/[email protected]	CVE: GHSA-5wvp-7f3h-6wmm PyArrow: Arbitrary code execution when loading a malicious data file (CRITICAL) Affected versions: >= 0.14.0, < 14.0.1 Patched version: 14.0.1	colabs/llm-finetuning-handson/requirements.txt
CVE	pypi/[email protected]	CVE: GHSA-6vqw-3v5j-54x4 cryptography NULL pointer dereference with pkcs12.serialize_key_and_certificates when called with a non-matching certificate and private key and an hmac_hash override (HIGH) Affected versions: >= 38.0.0, < 42.0.4 Patched version: 42.0.4	colabs/llm-finetuning-handson/requirements.txt
CVE	pypi/[email protected]	CVE: GHSA-3ww4-gg4f-jr7f Python Cryptography package vulnerable to Bleichenbacher timing oracle attack (HIGH) Affected versions: < 42.0.0 Patched version: 42.0.0	colabs/llm-finetuning-handson/requirements.txt
CVE	pypi/[email protected]	CVE: GHSA-q3qx-c6g2-7pw2 aiohttp's ClientSession is vulnerable to CRLF injection via version (HIGH) Affected versions: < 3.9.0 Patched version: 3.9.0	colabs/llm-finetuning-handson/requirements.txt
CVE	pypi/[email protected]	CVE: GHSA-44cc-43rp-5947 JupyterLab vulnerable to potential authentication and CSRF tokens leak (HIGH) Affected versions: >= 4.0.0, <= 4.0.10 Patched version: 4.0.11	colabs/llm-finetuning-handson/requirements.txt
CVE	pypi/[email protected]	CVE: GHSA-44cc-43rp-5947 JupyterLab vulnerable to potential authentication and CSRF tokens leak (HIGH) Affected versions: >= 7.0.0, <= 7.0.6 Patched version: 7.0.7	colabs/llm-finetuning-handson/requirements.txt
CVE	pypi/[email protected]	CVE: GHSA-7r3h-4ph8-w38g Cross site scripting (XSS) in JupyterHub via Self-XSS leveraged by Cookie Tossing (HIGH) Affected versions: < 4.1.0 Patched version: 4.1.0	colabs/llm-finetuning-handson/requirements.txt
Critical CVE	pypi/[email protected]	CVE: GHSA-w3vc-fx9p-wp4v Jupyter Server Proxy's Websocket Proxying does not require authentication (CRITICAL) Affected versions: >= 4.0.0, < 4.1.1 Patched version: 4.1.1	colabs/llm-finetuning-handson/requirements.txt

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Next steps

What is a CVE?

Contains a high severity Common Vulnerability and Exposure (CVE).

Remove or replace dependencies that include known high severity CVEs. Consumers can use dependency overrides or npm audit fix --force to remove vulnerable dependencies.

What is a critical CVE?

Contains a Critical Common Vulnerability and Exposure (CVE).

Remove or replace dependencies that include known critical CVEs. Consumers can use dependency overrides or npm audit fix --force to remove vulnerable dependencies.

Take a deeper look at the dependency

Take a moment to review the security alert above. Review the linked package source code to understand the potential risk. Ensure the package is not malicious before proceeding. If you're unsure how to proceed, reach out to your security team or ask the Socket team for help at support [AT] socket [DOT] dev.

Remove the package

If you happen to install a dependency that Socket reports as Known Malware you should immediately remove it and select a different dependency. For other alert types, you may may wish to investigate alternative packages or consider if there are other ways to mitigate the specific risk posed by the dependency.

Mark a package as acceptable risk

To ignore an alert, reply with a comment starting with @SocketSecurity ignore followed by a space separated list of ecosystem/package-name@version specifiers. e.g. @SocketSecurity ignore npm/[email protected] or ignore all packages with @SocketSecurity ignore-all

• @SocketSecurity ignore pypi/[email protected]
• @SocketSecurity ignore pypi/[email protected]
• @SocketSecurity ignore pypi/[email protected]
• @SocketSecurity ignore pypi/[email protected]
• @SocketSecurity ignore pypi/[email protected]
• @SocketSecurity ignore pypi/[email protected]
• @SocketSecurity ignore pypi/[email protected]
• @SocketSecurity ignore pypi/[email protected]