LLM Evaluation to Craft Delightful Content From Messy Inputs
33 min

LLM Evaluation to Craft Delightful Content From Messy Inputs

MLOps World - MLOps World & Generative AI World 2024
Shin Liang
content-generation text-summarization evaluation-framework information-extraction llm large-language-models natural-language-processing nlp machine-learning evaluation-data api-design
Lessons Learned Productionizing LLMs for Stripe Support
29 min

Lessons Learned Productionizing LLMs for Stripe Support

MLOps World - MLOps World & Generative AI World 2024
Sophie Daly
support-operations data-strategy llm large-language-models nlp natural-language-processing ai machine-learning retrieval-augmented-generation rag fine-tuning
Applying Responsible AI with the Open-Source LangTest Library
32 min

Applying Responsible AI with the Open-Source LangTest Library

MLOps World - MLOps World & Generative AI World 2024
David Talby
langtest ai-bias ai responsible-ai llm nlp testing data-leakage mlops python open-source
Making ChatGPT Funny with Prompt Optimization
33 min

Making ChatGPT Funny with Prompt Optimization

MLOps World - MLOps World & Generative AI World 2024
Mike Taylor
writing-assistance chatgpt ai artificial-intelligence prompt-engineering natural-language-processing nlp large-language-models llm generative-ai
Evaluation Techniques for Large Language Models
1h 41m

Evaluation Techniques for Large Language Models

MLOps World - MLOps World & Generative AI World 2024
Rajiv Shah
functional-correctness similarity-metrics large-language-models llm ai machine-learning benchmarking nlp natural-language-processing hugging-face prompt-engineering
Enhance Cost Efficiency in Domain Adaptation with PruneMe
17 min

Enhance Cost Efficiency in Domain Adaptation with PruneMe

MLOps World - MLOps World & Generative AI World 2024
Shamane Siri
domain-adaptation continual-pretraining ai-research llm large-language-models pruning cost-efficiency model-optimization transformer nlp
LLMs Alone Do Not Solve Business Problems
27 min

LLMs Alone Do Not Solve Business Problems

MLOps World - MLOps World & Generative AI World 2024
Marinela Profi
generative-ai llms ai data-readiness data-quality nlp synthetic-data risk-management governance technical-debt machine-learning
Building Composite LLM Systems
30 min

Building Composite LLM Systems

MLOps World - MLOps World & Generative AI World 2024
Urmish Thakker
llm large-language-models open-source artificial-intelligence machine-learning ensemble-methods model-specialization nlp generative-ai mlops inference training
DL-Backtrace: Unveiling Model Decisions
34 min

DL-Backtrace: Unveiling Model Decisions

MLOps World - MLOps World & Generative AI World 2024
Vinay Kumar Sankarapu
deep-learning explainable-ai xai model-explainability mlops machine-learning artificial-intelligence large-language-models nlp computer-vision data-science model-risk-management
Approaches to Fairness and Bias Mitigation in Natural Language Processing
31 min

Approaches to Fairness and Bias Mitigation in Natural Language Processing

PyCon - PyCon US 2023
Angana Borah
natural-language-processing nlp bias-mitigation machine-learning ai deep-learning transformer-models bert gpt ai-ethics
Resolviendo crímenes con Python mediante el Procesamiento del Lenguaje Natural (NLP)
35 min

Resolviendo crímenes con Python mediante el Procesamiento del Lenguaje Natural (NLP)

PyCon - PyCon US 2023
Carolina Passarello
python nlp machine-learning deep-learning forensics text-analysis data-science conversational-ai sentiment-analysis cybercrime natural-language-processing
Building LLM-based Agents: How to develop smart NLP-driven apps with Haystack
36 min

Building LLM-based Agents: How to develop smart NLP-driven apps with Haystack

PyCon - PyCon US 2023
Tuana Celik
llm agents nlp haystack python generative-ai prompt-engineering rag retrieval-augmented-generation developer-advocacy