Skill Topic · Cinematic

📦 Model Packaging — BentoML & Serving Frameworks

MLOps Series #30 — Model train ho gaya, ab production-ready package banao! BentoML, MLflow, ONNX —…

Overview

📦 Model Packaging — BentoML & Serving Frameworks — Quick Facts

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Feature: BentoML

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Multi-framework: ✅ All

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API generation: ✅ Auto

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Batching: ✅ Adaptive

Topic 1

💡 Model Packaging Kya Hai?

📊 ` ┌─────────────────────────────────────────────────────────┐ │ │ │ PROBLEM: Trained…

Topic 2

📊 Packaging Tools Comparison

Topic 3

🏗️ Packaging Workflow

📈 ` ┌─────────────────────────────────────────────────────────┐ │ │ │ MODEL PACKAGING…

Topic 4

💻 Model Packaging System

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"src/*.py"

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"models/*"

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"config/*"

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libgomp1

Topic 5

❓ Quiz

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a) File compress karna

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b) Trained model ke saath uski…

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c) Model retrain karna

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a) Model weights

Comparison

📊 Packaging Tools Comparison

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Multi-framework: ✅ All

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API generation: ✅ Auto

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Batching: ✅ Adaptive

Quick Quiz

Quiz — Question 1

📦 Model Packaging — BentoML & Serving Frameworks ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

📦 Model Packaging — BentoML & Serving Frameworks ka 'Multi-framework' kya hai?

Complete! 🎉

📦 Model Packaging — BentoML & Serving Frameworks Complete!

Aliens School · HIEN · Cinematic Knowledge

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