In episode 2 of DeepTalks, Deepak Devjani introduces the concept of small language models (SLMs) and highlights their importance. He discusses the advantages of SLMs, focusing on cost, accuracy, and security. The conversation moves to the environmental and specialized performance benefits of SLMs, followed by innovations and developments in the field. Special attention is given to Apple's and OpenAI's contributions. The episode explores various applications and how SLMs complement larger models, concluding with insights into the future of SLMs. Closing remarks and a call to subscribe wrap up the episode.
(0:00) Introduction to Small Language Models and their Importance
(1:37) Advantages of Small Language Models: Cost, Accuracy, and Security
(2:43) Environmental and Specialized Performance Benefits of SLMs
(3:34) Innovations and Developments in Small Language Models
(4:16) Spotlight on Apple and OpenAI's Contributions to SLMs
(5:15) Exploring Applications and the Complementary Nature of SLMs and Big Models
(6:03) Conclusion: The Future of Small Language Models
(6:23) Closing Remarks and Call to Subscribe