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LLMs Explained - Aggregate Intellect - AI.SCIENCE
Canada
Registrace 24. 10. 2008
AISC is a community of intellectually curious individuals centred around technical review and discussion of advances in machine learning, including but not limited to Large Language Modesl.
Welcoming, supportive community of machine learning practitioner and researchers, coming from industry and academia, with an array of experience, from avid learners to experts in their fields. Our group is centred around consistent meetings focused on meticulous but friendly discussions of advances in machine learning, covering both intuitive understanding and foundational technical details.
Welcoming, supportive community of machine learning practitioner and researchers, coming from industry and academia, with an array of experience, from avid learners to experts in their fields. Our group is centred around consistent meetings focused on meticulous but friendly discussions of advances in machine learning, covering both intuitive understanding and foundational technical details.
XAI for LLMs: looking under the hood of Large Language Models
Check out my essays: aisc.substack.com/
OR book me to talk: calendly.com/amirfzpr
OR subscribe to our event calendar: lu.ma/aisc-llm-school
OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems
OR book me to talk: calendly.com/amirfzpr
OR subscribe to our event calendar: lu.ma/aisc-llm-school
OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems
zhlédnutí: 149
Video
Intro to Llama-agents Framework (+ live demo)
zhlédnutí 2,2KPřed 21 dnem
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems Learn more about Llama-agents: 1. “Full-stack” app with Gradio front end that shows a human in the loop system: github.com/run-llama/llama-agents/tree/main/examples/human-in-the-loop 2...
Generative AI Tools and Adoption
zhlédnutí 218Před měsícem
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems
PandasAI - From Open Source to User-centric Products
zhlédnutí 199Před měsícem
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems
Agents Embedded in the Real World
zhlédnutí 152Před 2 měsíci
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems
Human Feedback Foundation - LLMs
zhlédnutí 100Před 2 měsíci
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems
LLM Products vs Traditional Digital Products
zhlédnutí 145Před 2 měsíci
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems
LLM as Personal Financial Assistant
zhlédnutí 208Před 3 měsíci
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems
LLM Products for Regulated Industries
zhlédnutí 139Před 3 měsíci
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems
LLMs and Business Workflows
zhlédnutí 95Před 4 měsíci
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems
5 Commandments of Building LLM Products
zhlédnutí 110Před 4 měsíci
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems
Building a LLM Testing API
zhlédnutí 506Před 4 měsíci
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems ⃝ Challenges of testing Conversational AI systems: 🟢 There's no single agreed-upon approach for unit testing or regression testing in the world of chatbots. 🟢 Traditional metrics (accu...
LLMs - Chunking Strategies and Chunking Refinement
zhlédnutí 398Před 4 měsíci
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems 🟢 Chunking for precision, not just recall: The goal of chunking is to provide the LLM with the most relevant information possible, not just all of the information. This means that the ...
Large Language Models as a Building Blocks
zhlédnutí 366Před 4 měsíci
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems 🟢 Search systems can be improved by using language models to understand the meaning of queries and documents, rather than just matching keywords. 🟢 Semantic search can be broken down i...
Competitive Advantage for Startups in era of LLMs
zhlédnutí 218Před 4 měsíci
Check out my essays: aisc.substack.com/ OR book me to talk: calendly.com/amirfzpr OR subscribe to our event calendar: lu.ma/aisc-llm-school OR sign up for our LLM course: maven.com/aggregate-intellect/llm-systems 🟢 Moats are difficult to build and maintain in the era of LLMs. Because LLMs are constantly improving and becoming more accessible, it's difficult for startups to build a long-term com...
Intersection Between LLMs and Products
zhlédnutí 141Před 4 měsíci
Intersection Between LLMs and Products
What is the right team composition in era of LLMs?
zhlédnutí 71Před 5 měsíci
What is the right team composition in era of LLMs?
What is the relationship between LLMs and multi-modality?
zhlédnutí 117Před 5 měsíci
What is the relationship between LLMs and multi-modality?
What are the system level considerations for using LLMs?
zhlédnutí 71Před 5 měsíci
What are the system level considerations for using LLMs?
What is the relationship between language and intelligence?
zhlédnutí 81Před 5 měsíci
What is the relationship between language and intelligence?
How do you improve your RAG pipeline?
zhlédnutí 151Před 5 měsíci
How do you improve your RAG pipeline?
Are long context LLMs the death of RAG?
zhlédnutí 533Před 5 měsíci
Are long context LLMs the death of RAG?
How Do You choose between training, fine-tuning, and using small models?
zhlédnutí 249Před 5 měsíci
How Do You choose between training, fine-tuning, and using small models?
LLM Evaluation, Validation, and Verification
zhlédnutí 356Před 5 měsíci
LLM Evaluation, Validation, and Verification
How Do You Validate LLM Systems Beyond Benchmarks?
zhlédnutí 114Před 5 měsíci
How Do You Validate LLM Systems Beyond Benchmarks?
Can Sherpa (multi-agent llm) Handle Multi-modality?
zhlédnutí 102Před 5 měsíci
Can Sherpa (multi-agent llm) Handle Multi-modality?
What Kind of Risks Are Specific to LLMs?
zhlédnutí 69Před 5 měsíci
What Kind of Risks Are Specific to LLMs?
LLMs, What Skills to Learn? and What a Time to be Alive!
zhlédnutí 661Před 5 měsíci
LLMs, What Skills to Learn? and What a Time to be Alive!
How do you Force an LLM to Keep Track of the Assumptions a Document Makes?
zhlédnutí 106Před 5 měsíci
How do you Force an LLM to Keep Track of the Assumptions a Document Makes?