"Machine Learning Engineering Open Book" by Stas Bekman This open book has a lot of information on the Engineering aspects of building DL / ML models specifically LLM and Multi-modal models. This open book is continuously being updated. A pdf version can also be downloaded.
LLMS
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Challenges in preventing LLMs from adding hashtags to outputs
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It is quite tricky to teach GPT not to add hashtags if you ask to write for X. You always have to ask to remove them later. Useless
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Configuring ChatGPT as a default assistant
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Cuz “not implemented by MS” yet You should be able to set ChatGPT though
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Connecting Chatbots to External Data Sources via RAG
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Learn how to connect chatbots to external data sources via RAG: https://
txt.cohere.com/exploring-chat
-rag/
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RAG Approach: Combining Generative Models with Retrieval Systems
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RAG is an umbrella term for combining a generative language model and a retrieval system. @PSH_Lewis, Manager of Technical Staff in RAG at Cohere, explains our approach to building RAG models in the video below. Check it out! pic.twitter.com/fko1ac6Pn3
— Cohere (@cohere) 11 février 2024RAG is an umbrella term for combining a generative language model and a retrieval system. @PSH_Lewis
, Manager of Technical Staff in RAG at Cohere, explains our approach to building RAG models in the video below. Check it out! -
Improving GPT Writing Style and Humanization via Prompting
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What is the best way to improve GPT writing style and prevent it from writing sentences like “In what marks an exciting development in the realm of AI and machine learning…”? To make them more humanized. Asking for a friend
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Integrating GPTs with External Messaging Platforms
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Any plans to allow GPTs to be integrated with platforms which support bots? Telegram, Discord etc. In order to compete with Coze and others.
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Upcoming features and developments for OpenAI’s GPTs
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Listing what is already known to be in development:
– personalisation
– connected apps
– 5 star ratings for GPTs
– a longer list of conversation starters
– potentially a new GPT-3.5 model with browsing (not confirmed) -
Impact of GPT Personalization Features
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What impact do you expect from Personalization feature which allows GPT to learn about you overtime?
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Industry’s First Generative AI Learning Pathway and Certification
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Say hello to the industry’s first #GenerativeAI Learning pathway and certification With this new learning offering, you’ll upskill in the fundamentals you need to build and fine-tune LLMs, develop RAG applications, deploy responsible #GenAI, & more https://
bit.ly/47PcOPy