Diaries of a Data Scientist6 Okt 2024

#22 David vs. Goliath: Open Source Takes on Generative AI Giants - DODS

𝐖𝐞𝐥𝐜𝐨𝐦𝐞 𝐛𝐚𝐜𝐤 𝐭𝐨 𝐭𝐡𝐞 𝐄𝐩𝐢𝐬𝐨𝐝𝐞 21! 🎙

Have you ever wondered how much control you truly have over your Gen. AI models? What about the protection of your data? 🤔

E𝐩𝐢𝐬𝐨𝐝𝐞 #22 𝐨𝐟 “𝐃𝐢𝐚𝐫𝐢𝐞𝐬 𝐨𝐟 𝐚 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐭𝐢𝐬𝐭” explores a David vs. Goliath like story: Open source taking on Generative AI Giants.

? Why should you care about models you can run 𝐥𝐨𝐜𝐚𝐥𝐥𝐲 or in your own 𝐩𝐫𝐢𝐯𝐚𝐭𝐞 𝐜𝐥𝐨𝐮𝐝

? What if you could avoid paying a surplus on each token processed

? And how valuable is the global 𝐜𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲 constantly improving and innovating these models?

IWe also cover relevant 𝐨𝐩𝐞𝐧-𝐬𝐨𝐮𝐫𝐜𝐞 𝐝𝐚𝐭𝐚𝐬𝐞𝐭𝐬 and models for 𝐭𝐞𝐱𝐭-𝐭𝐨-𝐭𝐞𝐱𝐭 and 𝐭𝐞𝐱𝐭-𝐭𝐨-𝐢𝐦𝐚𝐠𝐞 generation. If you're ready to extend your horizon beyond the standard Gen AI providers, this episode is for you!

🪽 Follow Jasmin on LinkedIn: https://www.linkedin.com/in/jasmin-weimueller-bsc2018/

🪽 Follow Kate on LinkedIn: https://www.linkedin.com/in/kate-nazarova-data-science/

🪽 Subscribe to our official DODS page: https://www.linkedin.com/company/diaries-of-data-scientist/

🖇 Jasmin’s Medium page: https://medium.com/@JasminWhy

🖇 Kate’s Medium page: https://medium.com/@Kate_in_DS

Join us on other platforms:

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🎧 Podscribe: 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/

LLaMA https://about.fb.com/news/2024/07/open-source-ai-is-the-path-forward/

**LAION-5B: https://huggingface.co/datasets/danielz01/laion-5b**

**The Pile: https://huggingface.co/datasets/EleutherAI/pile**

**C4: https://huggingface.co/datasets/legacy-datasets/c4**

GPT-Neo / GPT-J: https://huggingface.co/docs/transformers/en/model_doc/gpt_neo; https://huggingface.co/docs/transformers/en/model_doc/gptj

**Mixtral 8x7B: https://huggingface.co/mistralai/Mixtral-8x7B-v0.1**

**BLOOM: https://bigscience.huggingface.co/blog/bloom**

**T5: https://huggingface.co/docs/transformers/en/model_doc/t5**

**LLaMA: https://ai.meta.com/blog/llama-3-2-connect-2024-vision-edge-mobile-devices/**

Stable Diffusion: https://huggingface.co/models?other=stable-diffusion

**DALL-E Mini: https://wandb.ai/dalle-mini/dalle-mini/reports/DALL-E-Mini-Explained--Vmlldzo4NjIxODA; https://github.com/borisdayma/dalle-mini**

**FLUX.1: https://www.bentoml.com/blog/a-guide-to-open-source-image-generation-models**

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