tech talks
Sign in
Register
Open main menu
Sign in
Register
Filters
1
Tags
Speakers
Events
Sort By
Newest First
Oldest First
Title A-Z
Title Z-A
Clear All Filters
Filters
Tags
Speakers
Events
Sort By
Newest First
Oldest First
Title A-Z
Title Z-A
Clear All Filters
5 min
How Do You Scale to Billions of Fine-Tuned LLMs
MLOps World - MLOps World & Generative AI World 2024
James Dbiorin
cuda
batching
llm
large-language-models
fine-tuning
lora
inference
scalability
parameter-efficient-fine-tuning
gpu
mlops
ai
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
32 min
LLM Economics: The Cost of Leveraging Large Language Models
MLOps World - MLOps World & Generative AI World 2024
Nikunj Bajaj
cost-analysis
open-source-llm
commercial-llm
api-costs
llm
large-language-models
generative-ai
rag
fine-tuning
model-deployment
inference-cost
python
30 min
What Does it Mean to be an AI Engineer in the World of GenAI?
MLOps World - MLOps World & Generative AI World 2024
Aarushi Kansal
ai-engineering
generative-ai
prompt-engineering
rag
retrieval-augmented-generation
vector-databases
agents
reliability
resiliency
monitoring
observability
scaling
fine-tuning
large-language-models
47 min
LLM Fine-Tuning for Modern AI Teams: How One E-Commerce Unicorn Cut Inference Cost by 90%
MLOps World - MLOps World & Generative AI World 2024
Emmanuel Turlay
inference-cost
data-preparation
mistral-7b
gpt-3.5
cost-reduction
llm
fine-tuning
ai
machine-learning
e-commerce
natural-language-processing
model-evaluation
36 min
Making Enterprise GenAI Safe and Effective - Tools and Approaches
MLOps World - MLOps World & Generative AI World 2024
Rahm Hafiz
Dan Adamson
moderation
constitutional-ai
privacy
security
bias-detection
data-leakage
prompt-injection
enterprise-ai
retrieval-augmented-generation
rag
api
fine-tuning
guardrails
large-language-models
llm
ai-safety
generative-ai
genai
32 min
Mastering LLM Fine-Tuning
MLOps World - MLOps World & Generative AI World 2024
Maxime Labonne
data-generation
model-merging
supervise-fine-tuning
parameter-efficient-fine-tuning
peft
dpo
llm
fine-tuning
machine-learning
artificial-intelligence
lora
1h 1m
Hemm: Holistic Evaluation of Multimodal Generative Models
MLOps World - MLOps World & Generative AI World 2024
Anish Shah
multimodal-generative-models
text-to-image-diffusion-models
image-quality
prompt-comprehension
weights-and-biases
holistic-evaluation
experiment-tracking
llm-applications
benchmarking
fine-tuning
deep-learning
machine-learning
39 min
Investigating the Evolution of Evaluation from Model Training to GenAI Inference
MLOps World - MLOps World & Generative AI World 2024
Anish Shah
generative-ai
large-language-models
llm
evaluation-metrics
model-training
fine-tuning
ai-ethics
bias-detection
toxicity-detection
natural-language-processing
machine-learning
29 min
Building with Mistral AI
MLOps World - MLOps World & Generative AI World 2024
Sophia Yang
ai
mistral-ai
large-language-models
llm
multimodal-models
open-source-ai
fine-tuning
ai-agents
function-calling
generative-ai
mlops
developer-relations
8 min
10x Faster AI Evaluations to Ship AI Apps at Lightning Speed
MLOps World - MLOps World & Generative AI World 2024
Niklas Nielsen
ai
generative-ai
llm
mlops
subject-matter-expert
auto-feedback
latent-space-readout
model-evaluation
prompt-tuning
fine-tuning
2h 10m
Intro to Hugging Face: Fine-tuning BERT for NLP tasks
PyCon - PyCon US 2023
Juhi Chandalia
Dana Engebretson
nlp
hugging-face
bert
pytorch
transformer-architecture
transfer-learning
fine-tuning
sentiment-analysis
text-classification
natural-language-processing
deep-learning
machine-learning