LLMs Explained - Aggregate Intellect - AI.SCIENCE
LLMs Explained - Aggregate Intellect - AI.SCIENCE
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XAI for LLMs: looking under the hood of Large Language Models
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zhlédnutí: 149

Video

Intro to Llama-agents Framework (+ live demo)54:31Intro to Llama-agents Framework (+ live demo)
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 Adoption19:14Generative AI Tools and Adoption
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 Products27:01PandasAI - From Open Source to User-centric Products
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 World23:42Agents Embedded in the Real World
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 - LLMs6:26Human Feedback Foundation - LLMs
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 Products28:12LLM Products vs Traditional Digital Products
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 Assistant6:10LLM as Personal Financial Assistant
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 Industries31:41LLM Products for Regulated Industries
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 Workflows4:50LLMs and Business Workflows
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 Products8:495 Commandments of Building LLM Products
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 API18:56Building a LLM Testing API
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 Refinement7:56LLMs - Chunking Strategies and Chunking Refinement
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 Blocks35:35Large Language Models as a Building Blocks
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 LLMs13:37Competitive Advantage for Startups in era of LLMs
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 Products26:59Intersection Between LLMs and Products
Intersection Between LLMs and Products
zhlédnutí 141Před 4 měsíci
Intersection Between LLMs and Products
What is the right team composition in era of LLMs?1:35What is the right team composition in era of LLMs?
What is the right team composition in era of LLMs?
zhlédnutí 71Před 5 měsíci
What is the right team composition in era of LLMs?
Building an LLM Teacher-bot8:23Building an LLM Teacher-bot
Building an LLM Teacher-bot
zhlédnutí 222Před 5 měsíci
Building an LLM Teacher-bot
What is the relationship between LLMs and multi-modality?3:12What is the relationship between LLMs and multi-modality?
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?1:11What are the system level considerations for using LLMs?
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?2:02What is the relationship between language and intelligence?
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?7:13How do you improve your RAG pipeline?
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?1:45Are long context LLMs the death of RAG?
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?2:54How Do You choose between training, fine-tuning, and using small models?
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 Verification4:47LLM Evaluation, Validation, and Verification
LLM Evaluation, Validation, and Verification
zhlédnutí 356Před 5 měsíci
LLM Evaluation, Validation, and Verification
How Do You Validate LLM Systems Beyond Benchmarks?1:28How Do You Validate LLM Systems Beyond Benchmarks?
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?1:59Can Sherpa (multi-agent llm) Handle Multi-modality?
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?2:24What Kind of Risks Are Specific to LLMs?
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!2:06LLMs, What Skills to Learn? and What a Time to be Alive!
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?1:27How do you Force an LLM to Keep Track of the Assumptions a Document Makes?
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?