freeCodeCamp.org | Fine Tuning LLM Models – Generative AI Course @freecodecamp | Uploaded May 2024 | Updated October 2024, 2 hours ago.
Learn how to fine tuning LLM models. This course will teach you fine tuning using using QLORA and LORA, as well as Quantization using LLama2, Gradient and the Google Gemma model. This crash course includes both theoretical and practical instruction to help you understand how to perform fine tuning.
💻 Code: github.com/krishnaik06/Finetuning-LLM
✏️ Course developed by @krishnaik06
⌨️ (0:00:00) Introduction
⌨️ (0:01:39) Quantization Intuition
⌨️ (0:34:03) Lora And QLORA Indepth Intuition
⌨️ (0:56:26) Finetuning With LLama2
⌨️ (1:20:35) 1 bit LLM Indepth Intuition
⌨️ (1:37:33) Finetuning with Google Gemma Models
⌨️ (1:59:45) Building LLm Pipelines With No code
⌨️ (2:20:33) Fine tuning With Own Custom Data
🎉 Thanks to our Champion and Sponsor supporters:
👾 davthecoder
👾 jedi-or-sith
👾 南宮千影
👾 Agustín Kussrow
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Justin Hual
👾 Otis Morgan
👾 Oscar Rahnama
--
Learn to code for free and get a developer job: freecodecamp.org
Read hundreds of articles on programming: freecodecamp.org/news
Learn how to fine tuning LLM models. This course will teach you fine tuning using using QLORA and LORA, as well as Quantization using LLama2, Gradient and the Google Gemma model. This crash course includes both theoretical and practical instruction to help you understand how to perform fine tuning.
💻 Code: github.com/krishnaik06/Finetuning-LLM
✏️ Course developed by @krishnaik06
⌨️ (0:00:00) Introduction
⌨️ (0:01:39) Quantization Intuition
⌨️ (0:34:03) Lora And QLORA Indepth Intuition
⌨️ (0:56:26) Finetuning With LLama2
⌨️ (1:20:35) 1 bit LLM Indepth Intuition
⌨️ (1:37:33) Finetuning with Google Gemma Models
⌨️ (1:59:45) Building LLm Pipelines With No code
⌨️ (2:20:33) Fine tuning With Own Custom Data
🎉 Thanks to our Champion and Sponsor supporters:
👾 davthecoder
👾 jedi-or-sith
👾 南宮千影
👾 Agustín Kussrow
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Justin Hual
👾 Otis Morgan
👾 Oscar Rahnama
--
Learn to code for free and get a developer job: freecodecamp.org
Read hundreds of articles on programming: freecodecamp.org/news
![She wrote code you use every day – Jessica Lord JLord interview [freeCodeCamp podcast #116]](https://i.ytimg.com/vi/lSxiMMs5y-4/hqdefault.jpg "She wrote code you use every day – Jessica Lord JLord interview [freeCodeCamp podcast #116]
In this weeks episode of the podcast, freeCodeCamp founder Quincy Larson interviews Jessica Lord, AKA JLord. Shes worked as a software engineer for more than a decade at companies like GitHub and Glitch.
Among her many accomplishments, Jessica created the Electon team at GitHub. Electron is a library for building desktop apps using browser technologies. If youve used the desktop version of Slack, Figma, or VS Code, youve used Electron.
I recorded this podcast live and I havent edited it at all. I want to capture the feel of a real live conversation, with all the human quirks that entails. As with all my podcast episodes, I start by performing a classic bass line. Can you guess what song this bass line is from? Its a cult hit from 1990.
Be sure to follow The freeCodeCamp podcast in your favorite podcast app. And share this podcast with a friend. Lets inspire more folks to learn to code and build careers for themselves in tech.
Also, I want to thank the 8,427 kind people who support our charity each month, and who make this podcast possible. You can join them and support our mission at: https://www.freecodecamp.org/donate
Links we talk about during the interview:
Git-It, Jessicas interactive Git course on Node School: https://github.com/jlord/git-it
Jessicas old craft blog (you may get an HTTPS warning from your browser but the site is just an old Blogspot site): http://www.ecabonline.com/
JSBin founder Remy Sharps blog about JSBin and how he lost his love of his side project: https://remysharp.com/2015/09/14/jsbin-toxic-part-1
Subdivisions song by Rush that Quincy mentions. Great early morning listening: https://www.youtube.com/watch?v=EYYdQB0mkEU")
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On this weeks episode of the podcast, freeCodeCamp founder Quincy Larson interviews Eddie Jaoude who is a software engineer and open source creator. Hes worked more than 15 years as a developer everywhere from Germany banking sector to Londons tech startup scene. Hes now a dev rel for hire and runs several open source projects.
We talk about:
Eddies journey into open source
How he built his reputation through hackathons
How he leveraged his network to find his first freelance clients
His audio-video setup for filming tutorials
Can you guess what song Im playing on my bass during the intro? Its the theme from a 1982 police show.
Also, I want to thank the 10,773 kind people who support our charity each month, and who make this podcast possible. You can join them and support our mission at: https://www.freecodecamp.org/donate
Links we talk about during our conversation:
Eddies YouTube channel with more than 700 tutorials: https://www.youtube.com/channel/UC5mnBodB73bR88fLXHSfzYA
Eddie on Twitter: https://twitter.com/eddiejaoude
Eddie on LinkedIn: https://www.linkedin.com/in/eddiejaoude/")
