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Commits on Sep 2, 2024

• Update: August 2024

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Commits on Aug 3, 2024

• Update: July 2024

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Commits on Jul 9, 2024

• Update: June 2024

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Commits on Jun 21, 2024

• Read: Patterns for Building LLM-based Systems & Products

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Commits on Jun 18, 2024

• Read: Evaluation & Hallucination Detection for Abstractive Summaries

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• Read: Optimizing LLMs for accuracy

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Commits on Jun 12, 2024

• Complete: Prompt Engineering 201: Advanced methods and toolkits

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• Complete: Prompt Engineering(Liliang Weng)

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Commits on Jun 5, 2024

• Read: Task-Specific LLM Evals that Do & Don't Work

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Commits on Jun 4, 2024

• Update README.md

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Commits on May 31, 2024

• Complete: Your AI Product Needs Evals

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Commits on Apr 28, 2024

• Complete: NLP with Transformers book

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Commits on Apr 21, 2024

• Progress: transformers book (page: 119)

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Commits on Apr 16, 2024

• Complete: Neetcode: System Design Interview

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Commits on Apr 8, 2024

• Complete: Red Teaming LLM Applications

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Commits on Apr 2, 2024

• Complete: Efficiently Serving LLMs

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Commits on Mar 3, 2024

• Complete: Introduction to MLFlow

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Commits on Mar 2, 2024

• Complete: Automated Testing for LLMOps

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Commits on Feb 24, 2024

• Complete: Neetcode System Design for Beginners

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Commits on Feb 23, 2024

• Add: Karpathy tokenization course

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Commits on Feb 10, 2024

• Complete: Karpathy NN series

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• Complete: Designing Machine Learning Systems

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Commits on Jan 7, 2024

• Complete: Advanced Retrieval for AI with Chroma

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Commits on Dec 24, 2023

• Complete: Building Blocks for LLM Systems & Products: Eugene Yan

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• Complete: Prompt Engineering Overview

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Commits on Dec 21, 2023

• Complete: A Survey of Techniques for Maximizing LLM Performance

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Commits on Dec 16, 2023

• Complete: Deeplearning.ai RLHF course

  amitness

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• Complete: Lecture 4: Building makemore Part 3: Activations & Gradients, BatchNorm

  amitness

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Commits on Dec 11, 2023

• Complete: Building makemore Part 2: MLP

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• Add: Pytorch Internals

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Commits on Dec 10, 2023

• Complete: The spelled-out intro to language modeling: building makemore

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Commits on Dec 6, 2023

• Complete: The StatQuest Illustrated Guide To Machine Learning

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Commits on Dec 5, 2023

• Complete: Grokking Machine Learning

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Commits on Dec 4, 2023

• Add: Fast.ai part 2

  amitness

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Commits on Dec 2, 2023

• Complete: LLM Bootcamp - Spring 2023

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