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External Tag: LoRA

Understanding LoRA Part I: Exploring Intrinsic Dimensions

External Tags deep learning, LLM, LoRA, machine-learning, thoughts-and-theory

A Simple Recipe to Boost the Performance of MLLMs on Your Custom Use Case

External Tags document-understanding, LoRA, MLLM, nlp, ocr

Clone the Abilities of Powerful LLMs into Small Local Models Using Knowledge Distillation

External Tags knowledge-distillation, llama 2, LLM, LoRA, machine-learning

An Overview of the LoRA Family

External Tags adapter, dora, editors-pick, LLM, LoRA

Easily Train a Specialized LLM: PEFT, LoRA, QLoRA, LLaMA-Adapter, and More

External Tags artificial-intelligence, deep-dives, LLM, LoRA, machine-learning

Evaluating Fine-Tuned LLMs with WeightWatcher Part II: PEFT / LoRa Models

External Tags deep learning, Fine Tune, fine tuning, LLM, LoRA, peft, Uncategorized

Implementing LoRA from Scratch

External Tags deep-dives, LoRA, neural-networks, nlp, transformer model

The LLM Revolution: Transforming Language Models

External Tags Advanced, architecture, DataHour Article, fine tuning, language models, large-language-models, LLM, LLM training, LLMs, LoRA, Ludwig, Models, parametric efficient fine tuning, QLoRA, Training