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All Things LLM

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Manage series 3690669
Content provided by Mr. Dew. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mr. Dew or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

All Things LLM is your go-to podcast for demystifying Large Language Models! We break down their core concepts—like tokens, embeddings, and the self-attention that powers GPT-4 and Llama. Learn how LLMs are built, trained, and fine-tuned (SFT, RLHF, PEFT) on massive datasets. Discover real-world use cases in healthcare, finance, chatbots, code, RAG, and more. We explore the LLM ecosystem, covering open-source vs. closed models, LLMaaS, LangChain, and LLMOps tools. Plus, we tackle challenges—hallucination, bias, ethics, security, privacy, and the future of AI. Subscribe to master LLMs and unlock AI’s full potential!

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15 episodes

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All Things LLM

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Manage series 3690669
Content provided by Mr. Dew. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mr. Dew or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

All Things LLM is your go-to podcast for demystifying Large Language Models! We break down their core concepts—like tokens, embeddings, and the self-attention that powers GPT-4 and Llama. Learn how LLMs are built, trained, and fine-tuned (SFT, RLHF, PEFT) on massive datasets. Discover real-world use cases in healthcare, finance, chatbots, code, RAG, and more. We explore the LLM ecosystem, covering open-source vs. closed models, LLMaaS, LangChain, and LLMOps tools. Plus, we tackle challenges—hallucination, bias, ethics, security, privacy, and the future of AI. Subscribe to master LLMs and unlock AI’s full potential!

  continue reading

15 episodes

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