Uploaded August 2023 | Updated September 2026, 1 week ago
β€οΈ Become The AI Epiphany Patreon β€οΈ
patreon.com/theaiepiphany
π¨βπ©βπ§βπ¦ Join our Discord community and attend the talks! π¨βπ©βπ§βπ¦
discord.gg/peBrCpheKE
Davis is an MIT PhD and the first employee of MosaicML that just got acquired by Databricks for an astonishing 1.3B$!
Davis has a well known newsletter and is hands on with LLMs and knows a thing or 2 of how to make them blazingly fast :))
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
β Davis's newsletter: dblalock.substack.com
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
βοΈ Timetable:
00:00 The unicorn is born!
02:40 The story behind MosaicML
07:00 The efficiency game - 400% cheaper per year?
34:30 MosaicML moat
43:40 Main driver behind their growth?
46:40 Eval is hard
49:30 Conclusions
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
π° BECOME A PATREON OF THE AI EPIPHANY β€οΈ
If these videos, GitHub projects, and blogs help you,
consider helping me out by supporting me on Patreon!
The AI Epiphany - patreon.com/theaiepiphany
One-time donation - paypal.com/paypalme/theaiepiphany
Huge thank you to these AI Epiphany patreons:
Eli Mahler
Petar VeliΔkoviΔ
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
πΌ LinkedIn - linkedin.com/in/aleksagordic
π¦ Twitter - twitter.com/gordic_aleksa
π¨βπ©βπ§βπ¦ Discord - discord.gg/peBrCpheKE
πΊ YouTube - youtube.com/c/TheAIEpiphany
π Medium - gordicaleksa.medium.com
π» GitHub - github.com/gordicaleksa
π’ AI Newsletter - aiepiphany.substack.com
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
#mosaicml #llm #databricks #largelanguagemodels
β€οΈ Become The AI Epiphany Patreon β€οΈ
patreon.com/theaiepiphany
π¨βπ©βπ§βπ¦ Join our Discord community and attend the talks! π¨βπ©βπ§βπ¦
discord.gg/peBrCpheKE
Davis is an MIT PhD and the first employee of MosaicML that just got acquired by Databricks for an astonishing 1.3B$!
Davis has a well known newsletter and is hands on with LLMs and knows a thing or 2 of how to make them blazingly fast :))
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
β Davis's newsletter: dblalock.substack.com
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
βοΈ Timetable:
00:00 The unicorn is born!
02:40 The story behind MosaicML
07:00 The efficiency game - 400% cheaper per year?
34:30 MosaicML moat
43:40 Main driver behind their growth?
46:40 Eval is hard
49:30 Conclusions
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
π° BECOME A PATREON OF THE AI EPIPHANY β€οΈ
If these videos, GitHub projects, and blogs help you,
consider helping me out by supporting me on Patreon!
The AI Epiphany - patreon.com/theaiepiphany
One-time donation - paypal.com/paypalme/theaiepiphany
Huge thank you to these AI Epiphany patreons:
Eli Mahler
Petar VeliΔkoviΔ
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
πΌ LinkedIn - linkedin.com/in/aleksagordic
π¦ Twitter - twitter.com/gordic_aleksa
π¨βπ©βπ§βπ¦ Discord - discord.gg/peBrCpheKE
πΊ YouTube - youtube.com/c/TheAIEpiphany
π Medium - gordicaleksa.medium.com
π» GitHub - github.com/gordicaleksa
π’ AI Newsletter - aiepiphany.substack.com
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
#mosaicml #llm #databricks #largelanguagemodels




![OpenAI GLIDE (Diffusion) | ML Coding series | Towards Photorealistic Image Generation and Editing
β€οΈ Become The AI Epiphany Patreon β€οΈ
https://www.patreon.com/theaiepiphany
π¨βπ©βπ§βπ¦ Join our Discord community π¨βπ©βπ§βπ¦
https://discord.gg/peBrCpheKE
5th video of the ML coding series! In this one I cover OpenAIs GLIDE model from the GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models paper.
It directly builds upon the Diffusion Models Beat GANs on Image Synthesis paper that Ive covered in the previous video of the series. It is also a direct precursor to DALL-E 2!
I explain classifier-free guidance as well as CLIP guidance in this one.
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
β
Paper: https://arxiv.org/abs/2112.10741
β
GitHub: https://github.com/openai/glide-text2im
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
βοΈ Timetable:
00:00:00 [paper] GLIDE - quick overview
00:03:30 Classifier free guidance explained
00:07:25 CLIP guidance explained
00:10:49 Training details, etc.
00:14:20 [coding] CLIP guidance script
00:26:25 Generating CLIP text target embedding
00:32:32 Reverse process (p_sample_loop)
00:34:35 How is text conditioning implemented
00:43:00 CLIP guidance code
00:46:26 Classifier-free guidance script
00:51:47 Main logic
00:56:35 Showing generated images
00:58:23 Outro
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
π° BECOME A PATREON OF THE AI EPIPHANY β€οΈ
If these videos, GitHub projects, and blogs help you,
consider helping me out by supporting me on Patreon!
The AI Epiphany - https://www.patreon.com/theaiepiphany
One-time donation - https://www.paypal.com/paypalme/theaiepiphany
Huge thank you to these AI Epiphany patreons:
Eli Mahler
Petar VeliΔkoviΔ
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
πΌ LinkedIn - https://www.linkedin.com/in/aleksagordic/
π¦ Twitter - https://twitter.com/gordic_aleksa
π¨βπ©βπ§βπ¦ Discord - https://discord.gg/peBrCpheKE
πΊ YouTube - https://www.youtube.com/c/TheAIEpiphany/
π Medium - https://gordicaleksa.medium.com/
π» GitHub - https://github.com/gordicaleksa
π’ AI Newsletter - https://aiepiphany.substack.com/
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
#glide #diffusion #imagesynthesis OpenAI GLIDE (Diffusion) | ML Coding series | Towards Photorealistic Image Generation and Editing](https://i.ytimg.com/vi/c1GwVg3lt1c/mqdefault.jpg)





