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Fine Tuning LLM Models - Generative AI Course 

freeCodeCamp.org
Подписаться 10 млн
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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/Finetu...
✏️ 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
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👾 Agustín Kussrow
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Justin Hual
👾 Otis Morgan
👾 Oscar Rahnama
--
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16 июл 2024

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Комментарии : 81   
@itonlygetsbetterfromherehu4289
@itonlygetsbetterfromherehu4289 Месяц назад
this was the best course i have seen when it comes to fine Tunning. I have already fine tuned 5 models before this video and now this time next year it should be 500. Only because you have streamlined fine tunning for me.
@timmydotlife
@timmydotlife 29 дней назад
Thank you for sacrificing your hair to teach us 🙏
@dendi1076
@dendi1076 19 дней назад
LOL
@dbiswas
@dbiswas Месяц назад
This is a amzing tutorial end to end and if someone wants to learn the fine tuning concepts with hands on lab. Thanks Kris !
@swagatrout3075
@swagatrout3075 Месяц назад
Krishnaik sir you are a blessing
@bhaskarmondal7461
@bhaskarmondal7461 Месяц назад
Thank you soo much, I was looking for something just like this for the past few days !
@uthsaraiw1068
@uthsaraiw1068 Месяц назад
Thanks a lot 👍👍 lots of value ❤
@AnshumanAwasthi-kd7qx
@AnshumanAwasthi-kd7qx Месяц назад
धन्यवाद!
@dipayancodes
@dipayancodes Месяц назад
Krish Naiikkkk my favourite ❤️
@NicoleSummer8
@NicoleSummer8 Месяц назад
Amazing!👍💪😂
@rojanocachofernanda8230
@rojanocachofernanda8230 18 дней назад
thanks to you i finished my masters degree
@rickfuzzy
@rickfuzzy 6 дней назад
Quantisation is such a simple thing. Can’t believe the time being spent on it. There are videos out there which are far more effective for your time
@sailin4370
@sailin4370 Месяц назад
Sir where's the previous video? Can i get link?
@dendi1076
@dendi1076 19 дней назад
I have a job interview tomorrow to get a genAI job, I barely know anything about it, but I am going through this tonight right now, if I get the job tomorrow I will come back and post a thank you.
@7015EAKASH
@7015EAKASH 19 дней назад
all the best!!!!!!!
@omarhabib7411
@omarhabib7411 13 дней назад
did you land the job?
@gigachad2419
@gigachad2419 3 дня назад
So? Did you make it
@dendi1076
@dendi1076 3 дня назад
@@gigachad2419 I made it, my upcoming project is to build a rag pipeline for a bank's genai. but I didnt even watch 5mins of this video tbh. not being ungrateful or disrespectful to this video creator. but I watched other videos from IBM
@7015EAKASH
@7015EAKASH 2 дня назад
@@dendi1076 congratulations on the job!
@tommyshelby6277
@tommyshelby6277 Месяц назад
video dropped when i cooked!
@rishiraj2548
@rishiraj2548 Месяц назад
👍👍
@lwjunior2
@lwjunior2 Месяц назад
He is one of the best teachers. Stop spreading lies
@jimmyaki849
@jimmyaki849 Месяц назад
Krish my guy!
@BasicToAdvance_101
@BasicToAdvance_101 13 дней назад
What writing pad do you use?
@kakash3100
@kakash3100 4 дня назад
Can we apply this fine tunning for the custom LLM which is taught in this channel freecodecamp
@hendoitechnologies
@hendoitechnologies 3 дня назад
we are looking for a comprehensive video course on React Native CLI, something that goes from beginner to expert level.
@ashrafulislammahi5127
@ashrafulislammahi5127 Месяц назад
How can I publish my coding video on this channel?
@baraniilango9554
@baraniilango9554 Месяц назад
Can i use my laptop cpu for this crash course or gpu is required?
@AK-ox3mv
@AK-ox3mv Месяц назад
You can do everything with a cpu. But if you want to try, Google colab offer free limited gpu processing. Gpu only accelerate things. Instead you can use small models by using cpu that are enough for learning. When you Learnt the concept, you can build small things and tune them and find job with it, after that, company paid for thousands of gpus for processing models that you have access to
@EkNidhi
@EkNidhi Месяц назад
u can use google colab and change runtime if gpu required
@sidrhat1616
@sidrhat1616 Месяц назад
In my opinion krish naik haven't taught well in pw(physics wallah) (skills) courses, and he skips things ... See when he first starts he will tell you we did this previously.... 😂😂
@vcool
@vcool Месяц назад
That's not fair criticism with regard to this video.
@aruniyengar5430
@aruniyengar5430 11 дней назад
While critiqueing, pls be specific especially with content. I have watched his videos on youtube. He is decent in teaching basics and he passionately teaches. In the case you aren't able to follow him, I can understand your concern as he has an Indian accent. Krish shares his content free of cost on yt and GitHub. He seems to be software person who has moved into AI. He may not be an expert in Statistics or math.
@aliyahsulaiman4695
@aliyahsulaiman4695 Месяц назад
What happened to his hair 😫😫😫, he is getting into legend stage..
@egonkirchof
@egonkirchof Месяц назад
I don' t understand why people call pre training the process of training the model for the first time. Pre training is training and fine tuning is a second training.
@vcool
@vcool Месяц назад
Do a new video on MoRA and ReMoRA. It leaves LoRA and ReLoRA in the dust.
@mikediaz9033
@mikediaz9033 7 дней назад
I am so poor. How may I contribute to American Coders. 2yr. & under Coders? Thanks.
@forheuristiclifeksh7836
@forheuristiclifeksh7836 Месяц назад
18:04
@eykeyh
@eykeyh Месяц назад
§ ILLUMINATI ! § CHICELEDO ! §
@forheuristiclifeksh7836
@forheuristiclifeksh7836 10 дней назад
1:05:47
@fatarrammah8829
@fatarrammah8829 Месяц назад
Forth view 🎉
@rohitjorige5346
@rohitjorige5346 19 дней назад
Not helpful , it felt like just going through some pre written notebooks and just explaining very simple things like lora and quantisation , did not explain importance of parameters in training arguments etc. Not a useful course
@ah89971
@ah89971 Месяц назад
So now going to low quality youtubers? But for free, i don't blame you
@mlmachine
@mlmachine Месяц назад
he has almost 1 million subs for a reason. and u could just close tab go back to minecraft.
@ah89971
@ah89971 Месяц назад
@@mlmachine i don't care about fake followers. He is not of the channel quality as I can judge easily
@Deepak-ip1se
@Deepak-ip1se 9 дней назад
@@ah89971 What do you mean by quality?
@chowdhurymohammadabdullah2176
@chowdhurymohammadabdullah2176 9 дней назад
The previous video link: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-Vg3dS-NLUT4.html
@sathwikreddy175
@sathwikreddy175 Месяц назад
First view
@Skubidi-qy8hb
@Skubidi-qy8hb Месяц назад
Not watching
@ERLakshyaJain
@ERLakshyaJain Месяц назад
Sir, instead of uploading podcasts, please upload new videos on UI&UX design contents
@AkhilBehl
@AkhilBehl Месяц назад
Umm… my guy, you are making several technical mistakes here. Not saying you’re completely wrong but the conceptual understanding is weak in several places. But a good attempt nonetheless.
@find_me_at5901
@find_me_at5901 Месяц назад
First
@exmuslim1330
@exmuslim1330 Месяц назад
thanks, amazing channel, we need course about Microsoft AI-102
@pygmalion8952
@pygmalion8952 Месяц назад
Boo
@GauravKumarGupta-fn8pw
@GauravKumarGupta-fn8pw 6 дней назад
He only teaches superficially. He is not explaining any step in depth.
@rubberducky5990
@rubberducky5990 Месяц назад
Isnt this guy known for selling low value courses to misguide college students? Why is freecodecamp not doing background checks?
@davenl5495
@davenl5495 Месяц назад
Can you elaborate? A lot of us might not know what he has done
@pygmalion8952
@pygmalion8952 Месяц назад
He is into genai so i dont expect more
@sadmanishrak9529
@sadmanishrak9529 Месяц назад
Yes, he is that guy. He is also known very well for his aggressive marketing besides being well known for misguiding college students to sell his low value courses.
@abdulaziz-vm7yh
@abdulaziz-vm7yh Месяц назад
​@@sadmanishrak9529bro what are u talking about?
@sviat2459
@sviat2459 Месяц назад
Thank you for your info
@vcool
@vcool Месяц назад
Dude is repeatedly digging his nose throughout the video. It's disgusting and unprofessional. He doesn't even use hand sanitizer thereafter. Certain things are not meant to be done on camera.
@xsdash
@xsdash Месяц назад
well if you were here to study or learning, your focus would be on the shared screen. People who complain NEVER succeed in life. 😉
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