Model Examples

Get started on Qwak with a variety of AI & ML models and code examples

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Embeddings

Vector Similarity Search

Vectorizes product descriptions for similarity-based search.
Vector Store
Predictive

Sentiment Classification

DistilBERT-based text classifier for Yelp reviews on Qwak platform.
Transformers
DistilBERT
Predictive

Titanic Survival Prediction

Binary classification model for Titanic survival prediction.
CatBoost
Generative

Financial Text Generation

T5 base model trained on Financial QA data for domain specific tasks.
Transformers
T5-base
Generative

Text Generation

A small T5 model pre-trained for generic text generation tasks.
FLAN-T5-Small
Transformers
Generative

Code Generation

Autoregressive language models for program synthesis and code generation.
Transformers
Codegen-350m-mono
Predictive

Customer Churn Analysis

Predicts Telecom subscriber churn using XGBoost.
XGBoost
Predictive

Credit Risk Assesment

Predicts loan default risk using CatBoost algorithm.
CatBoost
Generative

Basic Text Generation

Generates text using a pre-trained BERT model.
BERT
Predictive

Sentiment Analysis

Performs binary sentiment analysis using a pre-trained BERT model.
BERT
Predictive

Fraud Detection with Feature Store

Fraud Detection model with inference based on Online Features.
CatBoost