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#22 David vs. Goliath: Open Source Takes on Generative AI Giants - DODS
๐๐๐ฅ๐๐จ๐ฆ๐ ๐๐๐๐ค ๐ญ๐จ ๐ญ๐ก๐ ๐๐ฉ๐ข๐ฌ๐จ๐๐ 21! ๐
Have you ever wondered how much control you truly have over your Gen. AI models? What about theย protectionย of your data? ๐ค
E๐ฉ๐ข๐ฌ๐จ๐๐ย #22ย ๐จ๐ โ๐๐ข๐๐ซ๐ข๐๐ฌ ๐จ๐ ๐ ๐๐๐ญ๐ ๐๐๐ข๐๐ง๐ญ๐ข๐ฌ๐ญโ explores a David vs. Goliath like story: Open source taking on Generative AI Giants.
? Why should you care about models you can runย ๐ฅ๐จ๐๐๐ฅ๐ฅ๐ฒย or in your ownย ๐ฉ๐ซ๐ข๐ฏ๐๐ญ๐ ๐๐ฅ๐จ๐ฎ๐
? What if you could avoid paying a surplus on each token processed
? And how valuable is the globalย ๐๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒย constantly improving and innovating these models?
IWe also cover relevantย ๐จ๐ฉ๐๐ง-๐ฌ๐จ๐ฎ๐ซ๐๐ ๐๐๐ญ๐๐ฌ๐๐ญ๐ฌย and models forย ๐ญ๐๐ฑ๐ญ-๐ญ๐จ-๐ญ๐๐ฑ๐ญย andย ๐ญ๐๐ฑ๐ญ-๐ญ๐จ-๐ข๐ฆ๐๐ ๐ย generation. If you're ready to extend your horizon beyond the standard Gen AI providers, this episode is for you!
๐ชฝ Follow Jasmin on LinkedIn:ย https://www.linkedin.com/in/jasmin-weimueller-bsc2018/
๐ชฝ Follow Kate on LinkedIn:ย https://www.linkedin.com/in/kate-nazarova-data-science/
๐ชฝ Subscribe to our official DODS page:ย https://www.linkedin.com/company/diaries-of-data-scientist/
Follow us on Medium๐
๐ย Jasminโs Medium page:ย https://medium.com/@JasminWhy
๐ย Kateโs Medium page:ย https://medium.com/@Kate_in_DS
Join us on other platforms:
๐งย Spotify: ย https://open.spotify.com/show/1DAelRe22W8vBHK7rTU361?si=4e4f3d7bc67546cc
๐งย Apple: ย https://www.google.com/url?sa=t&source=web&rct=j&opi=89978449&url=https://podcasts.apple.com/us/podcast/diaries-of-a-data-scientist/id1710961657&ved=2ahUKEwjhm8PdhMWIAxV6qZUCHYZsCDwQFnoECBsQAQ&usg=AOvVaw1deaPC2MF6aWM69-SKSRoH
๐งย Amazon:ย https://amzn.asia/d/7J3UkTE
๐งย Podimo:ย https://podimo.com/de/shows/diaries-of-a-data-scientist
๐งย Podscribe:ย https://app.podscribe.ai/series/2353052
Useful links & Resources:
State of Open Source AI :https://github.blog/news-insights/research/the-state-of-open-source-and-ai/
LLaMAย https://about.fb.com/news/2024/07/open-source-ai-is-the-path-forward/
**LAION-5B:ย https://huggingface.co/datasets/danielz01/laion-5b**
**The Pile:ย https://huggingface.co/datasets/EleutherAI/pile**
**C4:ย https://huggingface.co/datasets/legacy-datasets/c4**
GPT-Neo / GPT-J:ย https://huggingface.co/docs/transformers/en/model_doc/gpt_neo;ย https://huggingface.co/docs/transformers/en/model_doc/gptj
**Mixtral 8x7B:ย https://huggingface.co/mistralai/Mixtral-8x7B-v0.1**
**BLOOM:ย https://bigscience.huggingface.co/blog/bloom**
**T5:ย https://huggingface.co/docs/transformers/en/model_doc/t5**
**LLaMA:ย https://ai.meta.com/blog/llama-3-2-connect-2024-vision-edge-mobile-devices/**
Stable Diffusion:ย https://huggingface.co/models?other=stable-diffusion
**DALL-E Mini:ย https://wandb.ai/dalle-mini/dalle-mini/reports/DALL-E-Mini-Explained--Vmlldzo4NjIxODA;ย https://github.com/borisdayma/dalle-mini**
**FLUX.1:ย https://www.bentoml.com/blog/a-guide-to-open-source-image-generation-models**
View all episodes
By Jasmin and Kate๐๐๐ฅ๐๐จ๐ฆ๐ ๐๐๐๐ค ๐ญ๐จ ๐ญ๐ก๐ ๐๐ฉ๐ข๐ฌ๐จ๐๐ 21! ๐
Have you ever wondered how much control you truly have over your Gen. AI models? What about theย protectionย of your data? ๐ค
E๐ฉ๐ข๐ฌ๐จ๐๐ย #22ย ๐จ๐ โ๐๐ข๐๐ซ๐ข๐๐ฌ ๐จ๐ ๐ ๐๐๐ญ๐ ๐๐๐ข๐๐ง๐ญ๐ข๐ฌ๐ญโ explores a David vs. Goliath like story: Open source taking on Generative AI Giants.
? Why should you care about models you can runย ๐ฅ๐จ๐๐๐ฅ๐ฅ๐ฒย or in your ownย ๐ฉ๐ซ๐ข๐ฏ๐๐ญ๐ ๐๐ฅ๐จ๐ฎ๐
? What if you could avoid paying a surplus on each token processed
? And how valuable is the globalย ๐๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒย constantly improving and innovating these models?
IWe also cover relevantย ๐จ๐ฉ๐๐ง-๐ฌ๐จ๐ฎ๐ซ๐๐ ๐๐๐ญ๐๐ฌ๐๐ญ๐ฌย and models forย ๐ญ๐๐ฑ๐ญ-๐ญ๐จ-๐ญ๐๐ฑ๐ญย andย ๐ญ๐๐ฑ๐ญ-๐ญ๐จ-๐ข๐ฆ๐๐ ๐ย generation. If you're ready to extend your horizon beyond the standard Gen AI providers, this episode is for you!
๐ชฝ Follow Jasmin on LinkedIn:ย https://www.linkedin.com/in/jasmin-weimueller-bsc2018/
๐ชฝ Follow Kate on LinkedIn:ย https://www.linkedin.com/in/kate-nazarova-data-science/
๐ชฝ Subscribe to our official DODS page:ย https://www.linkedin.com/company/diaries-of-data-scientist/
Follow us on Medium๐
๐ย Jasminโs Medium page:ย https://medium.com/@JasminWhy
๐ย Kateโs Medium page:ย https://medium.com/@Kate_in_DS
Join us on other platforms:
๐งย Spotify: ย https://open.spotify.com/show/1DAelRe22W8vBHK7rTU361?si=4e4f3d7bc67546cc
๐งย Apple: ย https://www.google.com/url?sa=t&source=web&rct=j&opi=89978449&url=https://podcasts.apple.com/us/podcast/diaries-of-a-data-scientist/id1710961657&ved=2ahUKEwjhm8PdhMWIAxV6qZUCHYZsCDwQFnoECBsQAQ&usg=AOvVaw1deaPC2MF6aWM69-SKSRoH
๐งย Amazon:ย https://amzn.asia/d/7J3UkTE
๐งย Podimo:ย https://podimo.com/de/shows/diaries-of-a-data-scientist
๐งย Podscribe:ย https://app.podscribe.ai/series/2353052
Useful links & Resources:
State of Open Source AI :https://github.blog/news-insights/research/the-state-of-open-source-and-ai/
LLaMAย https://about.fb.com/news/2024/07/open-source-ai-is-the-path-forward/
**LAION-5B:ย https://huggingface.co/datasets/danielz01/laion-5b**
**The Pile:ย https://huggingface.co/datasets/EleutherAI/pile**
**C4:ย https://huggingface.co/datasets/legacy-datasets/c4**
GPT-Neo / GPT-J:ย https://huggingface.co/docs/transformers/en/model_doc/gpt_neo;ย https://huggingface.co/docs/transformers/en/model_doc/gptj
**Mixtral 8x7B:ย https://huggingface.co/mistralai/Mixtral-8x7B-v0.1**
**BLOOM:ย https://bigscience.huggingface.co/blog/bloom**
**T5:ย https://huggingface.co/docs/transformers/en/model_doc/t5**
**LLaMA:ย https://ai.meta.com/blog/llama-3-2-connect-2024-vision-edge-mobile-devices/**
Stable Diffusion:ย https://huggingface.co/models?other=stable-diffusion
**DALL-E Mini:ย https://wandb.ai/dalle-mini/dalle-mini/reports/DALL-E-Mini-Explained--Vmlldzo4NjIxODA;ย https://github.com/borisdayma/dalle-mini**
**FLUX.1:ย https://www.bentoml.com/blog/a-guide-to-open-source-image-generation-models**