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🧠 Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

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Preemption Chaos and Optimizing Server Startup // Bradley Heilbrun // LLMs in Prod Conference Part 2
Large Language Models
Preemption Chaos and Optimizing Server Startup // Bradley Heilbrun // LLMs in Prod Conference Part 2
MLOps.community Beginner 2y ago
Taming AI Product Development Through Test-driven Prompt Engineering // Maxime Beauchemin // LLMs 2
Large Language Models
Taming AI Product Development Through Test-driven Prompt Engineering // Maxime Beauchemin // LLMs 2
MLOps.community Intermediate 2y ago
Using LLMs to Power Consumer Search at Scale // Aravind Srinivas // LLMs in Prod Conference Part 2
Large Language Models
Using LLMs to Power Consumer Search at Scale // Aravind Srinivas // LLMs in Prod Conference Part 2
MLOps.community Beginner 2y ago
Enabling Defense Missions with Local LLMs // Gerred Dillon // LLMs in Production Conference Part 2
Large Language Models
Enabling Defense Missions with Local LLMs // Gerred Dillon // LLMs in Production Conference Part 2
MLOps.community Beginner 2y ago
LLM XGBoost - Can a Fine-Tuned LLM Beat XGBoost on Tabular Data? // Sebastian Cattes // LLMs Part 2
Large Language Models
LLM XGBoost - Can a Fine-Tuned LLM Beat XGBoost on Tabular Data? // Sebastian Cattes // LLMs Part 2
MLOps.community Beginner 2y ago
Using Large Language Models at AngelList // Thibaut Labarre // MLOps Podcast #171
Large Language Models
Using Large Language Models at AngelList // Thibaut Labarre // MLOps Podcast #171
MLOps.community Intermediate 2y ago
MLOps vs LLMOps // Panel 4 // LLMs in Conference in Production Conference Part 2
Large Language Models
MLOps vs LLMOps // Panel 4 // LLMs in Conference in Production Conference Part 2
MLOps.community Intermediate 2y ago
LIMA: Less is More for Alignment // Chunting Zhou // LLMs in Production Conference Part 2
Large Language Models
LIMA: Less is More for Alignment // Chunting Zhou // LLMs in Production Conference Part 2
MLOps.community Advanced 2y ago
From an API to a Chat GPT Plugin // Mathieu Bastian // LLMs in Production Conference Part 2
Large Language Models
From an API to a Chat GPT Plugin // Mathieu Bastian // LLMs in Production Conference Part 2
MLOps.community Beginner 2y ago
Everything We've Been Taught About ML is Wrong // Emmanuel Ameisen // LLMs in Prod Con Part 2
Large Language Models
Everything We've Been Taught About ML is Wrong // Emmanuel Ameisen // LLMs in Prod Con Part 2
MLOps.community Beginner 2y ago
Ux of a LLM User // Panel 5 // LLMs in Production Conference Part 2
Large Language Models
Ux of a LLM User // Panel 5 // LLMs in Production Conference Part 2
MLOps.community Advanced 2y ago
End-to-end Modern Machine Learning in Production // Omar Sanseviero // LLMs in Prod Con Part 2
Large Language Models
End-to-end Modern Machine Learning in Production // Omar Sanseviero // LLMs in Prod Con Part 2
MLOps.community Advanced 2y ago
Guardrails for LLMs: A Practical Approach // Shreya Rajpal // LLMs in Prod Conference Part 2
Large Language Models
Guardrails for LLMs: A Practical Approach // Shreya Rajpal // LLMs in Prod Conference Part 2
MLOps.community Intermediate 2y ago
Language Models: Developing Apps - Challenges & Solutions // Barak Turovsky /MLOps Podcast #169 clip
Large Language Models
Language Models: Developing Apps - Challenges & Solutions // Barak Turovsky /MLOps Podcast #169 clip
MLOps.community Beginner 2y ago
The Confidence Checklist for LLMs in Production // Rohit Agarwal // LLMs in Prod Conference Part 2
Large Language Models
The Confidence Checklist for LLMs in Production // Rohit Agarwal // LLMs in Prod Conference Part 2
MLOps.community Intermediate 2y ago
Incorporating LLMs in High-stake Use Cases // Yada Pruksachatkun // LLMs in Prod Conference Part 2
Large Language Models
Incorporating LLMs in High-stake Use Cases // Yada Pruksachatkun // LLMs in Prod Conference Part 2
MLOps.community Intermediate 2y ago
Bringing Structure to Unstructured Data with an AI-First System Design // Will Gaviria Rojas // LLMs
Large Language Models
Bringing Structure to Unstructured Data with an AI-First System Design // Will Gaviria Rojas // LLMs
MLOps.community Intermediate 2y ago
MLOps at the Age of Generative AI // Barak Turovsky // MLOps Podcast #169
Large Language Models
MLOps at the Age of Generative AI // Barak Turovsky // MLOps Podcast #169
MLOps.community Advanced 2y ago
From Experiment to Prompt Tracking in MLOps // Piotr Niedźwiedź // MLOps Podcast #168 clip
Large Language Models
From Experiment to Prompt Tracking in MLOps // Piotr Niedźwiedź // MLOps Podcast #168 clip
MLOps.community Beginner 2y ago
Unleashing Code Completion with LLMs // Monmayuri Ray // LLMs in Production Conference Part 2
Large Language Models
Unleashing Code Completion with LLMs // Monmayuri Ray // LLMs in Production Conference Part 2
MLOps.community Advanced 2y ago
Building Recommender Systems with Large Language Models // Sumit Kumar // LLMs in Production
Large Language Models
Building Recommender Systems with Large Language Models // Sumit Kumar // LLMs in Production
MLOps.community Intermediate 2y ago
Combining LLMs with Knowledge Bases to Prevent Hallucinations // Scott Mackie // LLMs in Prod Con 2
Large Language Models
Combining LLMs with Knowledge Bases to Prevent Hallucinations // Scott Mackie // LLMs in Prod Con 2
MLOps.community Intermediate 2y ago
Controlled and Compliant AI Applications // Daniel Whitenack // LLMs in Production Conference Part 2
Large Language Models
Controlled and Compliant AI Applications // Daniel Whitenack // LLMs in Production Conference Part 2
MLOps.community Intermediate 2y ago
Making LLM Inference Affordable // Daniel Campos // LLMs in Production Conference Part 2
Large Language Models
Making LLM Inference Affordable // Daniel Campos // LLMs in Production Conference Part 2
MLOps.community Beginner 2y ago
A Testing Library for AI Prompt Engineering // Maxime Beauchemin // MLOps Podcast #167 clip
Large Language Models
A Testing Library for AI Prompt Engineering // Maxime Beauchemin // MLOps Podcast #167 clip
MLOps.community Intermediate 2y ago
Challenges in Providing LLMs as a Service // Hemant Jain // LLMs in Production Conference Part 2
Large Language Models
Challenges in Providing LLMs as a Service // Hemant Jain // LLMs in Production Conference Part 2
MLOps.community Beginner 2y ago
Lessons Learned Productionising LLMs for Stripe Support // Sophie Daly // LLMs in Prod Con Part 2
Large Language Models
Lessons Learned Productionising LLMs for Stripe Support // Sophie Daly // LLMs in Prod Con Part 2
MLOps.community Beginner 2y ago
LLM on K8s // Panel 2 // LLMs in Conference in Production Conference Part 2
Large Language Models
LLM on K8s // Panel 2 // LLMs in Conference in Production Conference Part 2
MLOps.community Beginner 2y ago
Transforming AI Safety & Security // Manojkumar Parmar // LLMs in Production Conference Part 2
Large Language Models
Transforming AI Safety & Security // Manojkumar Parmar // LLMs in Production Conference Part 2
MLOps.community Beginner 2y ago
Navigating Through the Generative AI Landscape // Azin Asgarian // LLMs in Prod Conference Part 2.
Large Language Models
Navigating Through the Generative AI Landscape // Azin Asgarian // LLMs in Prod Conference Part 2.
MLOps.community Beginner 2y ago
Linguistically-informed LLMs Perform Better // Chris Brousseau // LLMs in Prod Conference
Large Language Models
Linguistically-informed LLMs Perform Better // Chris Brousseau // LLMs in Prod Conference
MLOps.community Advanced 2y ago
LLMs For the Rest of Us // Vikram Sreekanti & Joseph Gonzalez // LLMs in Prod Conference Part 2
Large Language Models
LLMs For the Rest of Us // Vikram Sreekanti & Joseph Gonzalez // LLMs in Prod Conference Part 2
MLOps.community Beginner 2y ago
Wardley Mapping Prompt Engineering // Mark Craddock // LLMs in Production Conference Part 2
Large Language Models
Wardley Mapping Prompt Engineering // Mark Craddock // LLMs in Production Conference Part 2
MLOps.community Intermediate 2y ago
Tabular vs Complex Data // Sammy Sidhu // MLOps Podcast #165 short clip
Large Language Models
Tabular vs Complex Data // Sammy Sidhu // MLOps Podcast #165 short clip
MLOps.community Advanced 2y ago
It Worked When I Prompted It // Soham Chatterjee // LLMs in Production Conference Part 2
Large Language Models
It Worked When I Prompted It // Soham Chatterjee // LLMs in Production Conference Part 2
MLOps.community Beginner 2y ago
Evaluation // Panel 1 // Large Language Models in Production Conference Part 2
Large Language Models
Evaluation // Panel 1 // Large Language Models in Production Conference Part 2
MLOps.community Beginner 2y ago
Evaluating LLM-based Applications // Josh Tobin // LLMs in Prod Conference Part 2
Large Language Models
Evaluating LLM-based Applications // Josh Tobin // LLMs in Prod Conference Part 2
MLOps.community Beginner 2y ago
Solving LLM Data Problems // Yujian Tang // LLMs in Prod Conference Part 2
Large Language Models
Solving LLM Data Problems // Yujian Tang // LLMs in Prod Conference Part 2
MLOps.community Advanced 2y ago
Python Power: How Daft Embeds Models and Revolutionizes Data Processing //Sammy Sidhu// Podcast #165
Large Language Models
Python Power: How Daft Embeds Models and Revolutionizes Data Processing //Sammy Sidhu// Podcast #165
MLOps.community Advanced 2y ago
Stopping Hallucinations From Hurting Your LLMs // Atindriyo Sanyal // LLMs in Prod Conference Part 2
Large Language Models
Stopping Hallucinations From Hurting Your LLMs // Atindriyo Sanyal // LLMs in Prod Conference Part 2
MLOps.community Intermediate 2y ago
$360k Question - Understanding the LLM Economics // Nikunj Bajaj // LLMs in Production Conference
Large Language Models
$360k Question - Understanding the LLM Economics // Nikunj Bajaj // LLMs in Production Conference
MLOps.community Advanced 2y ago
Building and Curating Datasets for RLHF and LLM Fine-tuning // Daniel Vila Suero // LLMs in Prod Con
Large Language Models
Building and Curating Datasets for RLHF and LLM Fine-tuning // Daniel Vila Suero // LLMs in Prod Con
MLOps.community Intermediate 2y ago
Beyond the Hype: Monitoring LLMs in Production // Claire Longo // LLMs in Prod Conference Part 2
Large Language Models
Beyond the Hype: Monitoring LLMs in Production // Claire Longo // LLMs in Prod Conference Part 2
MLOps.community Intermediate 2y ago
Building Production Copilots // Tristan Zajonc // LLMs in Prod Conference Part 2
Large Language Models
Building Production Copilots // Tristan Zajonc // LLMs in Prod Conference Part 2
MLOps.community Intermediate 2y ago
Build and Customize LLMs in Less than 10 Lines of YAML // Travis Addair // LLMs in Prod Con Part 2
Large Language Models
Build and Customize LLMs in Less than 10 Lines of YAML // Travis Addair // LLMs in Prod Con Part 2
MLOps.community Beginner 2y ago
Pitfalls and Best Practices — 5 lessons from LLMs in Production // Raza Habib // LLMs in Prod Con 2
Large Language Models
Pitfalls and Best Practices — 5 lessons from LLMs in Production // Raza Habib // LLMs in Prod Con 2
MLOps.community Intermediate 2y ago
Taking ImgFlip's 'This Meme Does Not Exist' to the Next Level with a LLM // Stefan Ojanen // LLMs
Large Language Models
Taking ImgFlip's 'This Meme Does Not Exist' to the Next Level with a LLM // Stefan Ojanen // LLMs
MLOps.community Beginner 2y ago
Scalable Evaluation and Serving of Open Source LLMs // Waleed Kadous // LLMs in Prod Conference
Large Language Models
Scalable Evaluation and Serving of Open Source LLMs // Waleed Kadous // LLMs in Prod Conference
MLOps.community Beginner 2y ago
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