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Self-RAG: AI That Knows When to Double-Check

Self-Reflective Retrieval-Augmented Generation (Self-RAG): Enhancing LLMs with Adaptive Retrieval and Self-Critique Large language models (LLMs) are transformative, but their reliance on parametric knowledge often leads to factual inaccuracies. Retr

Mar 08, 2025 am 09:24 AM

SOLAR-10.7B Fine-Tuned Model Tutorial

SOLAR-10.7B: A Deep Dive into a Highly Efficient Large Language Model The SOLAR-10.7B project marks a significant advancement in large language model (LLM) development. This article explores its innovative scaling approach, performance benchmarks, p

Mar 08, 2025 am 09:21 AM

An Introduction to the Mamba LLM Architecture: A New Paradigm in Machine Learning

Large language models (LLMs) are machine learning models designed to predict probability distributions within natural language. Their architecture typically involves multiple neural network layers, including recurrent, feedforward, embedding, and at

Mar 08, 2025 am 09:18 AM

Python pass Statement

Python's pass statement is a concise and powerful tool that serves as a placeholder in your code. It allows you to create a block of code that does nothing, which is especially useful during development. Whether you are planning future features or organizing code, the pass statement helps keep syntax correct without doing anything. Table of contents What is a pass statement? Why use the pass statement? Example of usage of Python pass statements Common pitfalls and best practices in conclusion Frequently Asked Questions What is a pass statement? The pass statement in Python is a unique feature that is used as a placeholder for future code. It allows developers to write syntax

Mar 08, 2025 am 09:15 AM