EdmondSBoRA: Mimicking Brain Modularity Through Regional Weight UpdatesSBoRA (Standard Basis Low-Rank Adaptation) is a novel approach to parameter-efficient fine-tuning (PEFT) of large language models (LLMs)…1d ago
Dorian DrostinTowards Data ScienceAn Overview of the LoRA FamilyLoRA, DoRA, AdaLoRA, Delta-LoRA, and more variants of low-rank adaptation.Mar 103
Avishek PaulFine-tuning Llama-3–8B-Instruct QLORA using low cost resourcesMy experience in trying to fine tune a Llama-3–8B-Instruct QLORA on a publicly available dataset using Kaggle, Google notebook and beamApr 273Apr 273
MiladnorouziLoRa with Raspberry PiHello. Today, I intend to discuss data transfer using LoRa technology and Raspberry Pi boards. In recent days, I needed to be able to…3d ago3d ago
Cameron R. Wolfe, Ph.D.inTowards Data ScienceEasily Train a Specialized LLM: PEFT, LoRA, QLoRA, LLaMA-Adapter, and MoreTraining a specialized LLM over your own data is easier than you think…Mar 91Mar 91
EdmondSBoRA: Mimicking Brain Modularity Through Regional Weight UpdatesSBoRA (Standard Basis Low-Rank Adaptation) is a novel approach to parameter-efficient fine-tuning (PEFT) of large language models (LLMs)…1d ago
Dorian DrostinTowards Data ScienceAn Overview of the LoRA FamilyLoRA, DoRA, AdaLoRA, Delta-LoRA, and more variants of low-rank adaptation.Mar 103
Avishek PaulFine-tuning Llama-3–8B-Instruct QLORA using low cost resourcesMy experience in trying to fine tune a Llama-3–8B-Instruct QLORA on a publicly available dataset using Kaggle, Google notebook and beamApr 273
MiladnorouziLoRa with Raspberry PiHello. Today, I intend to discuss data transfer using LoRa technology and Raspberry Pi boards. In recent days, I needed to be able to…3d ago
Cameron R. Wolfe, Ph.D.inTowards Data ScienceEasily Train a Specialized LLM: PEFT, LoRA, QLoRA, LLaMA-Adapter, and MoreTraining a specialized LLM over your own data is easier than you think…Mar 91
A B Vijay KumarFine Tuning LLM: Parameter Efficient Fine Tuning (PEFT) — LoRA & QLoRA — Part 1Parameter Efficient Fine Tuning — LoRA, QLoRA — ConceptsAug 10, 20237
Qiwei MaoLoRa Network — File TransferTransferring large data files over LoRa requires a well-defined protocol to ensure reliable transmission and reassembly. Here, we’ll…3d ago
Martin DittgeninTowards Data ScienceImplementing LoRA from ScratchHow to implement LoRA from scratch and some practical tipsDec 12, 20235
