fine-tuning

Code repository for "Building Agentic AI" by Sinan Ozdemir. Practical examples, experiments, and implementations covering LLMs, embeddings, agents, RAG, fine-tuning, and optimization.

เป็นการรวบรวมแหล่งข้อมูลสำหรับการเรียนรู้เกี่ยวกับปัญญาประดิษฐ์ (Artificial Intelligence - AI) และโมเดลภาษาขนาดใหญ่ (Large Language Models - LLMs) รวมถึงหัวข้อพื้นฐาน, สมุดบันทึกที่แนะนำ, คอร์สออนไลน์, เครื่องมือ, ชุดข้อมูล และเทคนิคขั้นสูงสำหรับการพัฒนาและปรับแต่งโมเดล AI

CP and Tucker decomposition for Convolutional Neural Networks

The GenAI API wrapper for Delphi seamlessly integrates OpenAI’s latest models (gpt-5 serie), delivering robust support for agent chats/responses, text generation, vision, audio analysis, JSON configuration, web search, and asynchronous operations. Image generation with gpt-image-2. Skills and agents

Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020

A self-supervised foundation ECG model for broad and scalable cardiac applications

Instruct-tune Open LLaMA / RedPajama / StableLM models on consumer hardware using QLoRA

PyTorch Reimplementation of LoRA (featuring with supporting nn.MultiheadAttention in OpenCLIP)

This repo contains a list of channels and sources from where LLMs should be learned

🌹 Rose: Range-Of-Slice Equilibration PyTorch optimizer. Stateless optimization through range-normalized gradient updates.

[NeurIPS 2023 Main Track] This is the repository for the paper titled "Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner"

LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (NTIRE, 2020)

Various installation guides for Large Language Models

A Toolkit for Distributional Control of Generative Models

A Crash Course in Hugging Face

Emotion text classification using Llama3-8b with LoRA and FlashAttention. Based on LLaMA-Factory.

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification

Distill teacher chains-of-thought into a LoRA adapter via a strict boxed-answer format contract + two-phase Train→Nudge (silver-medal NVIDIA Nemotron reasoning recipe, as a tested library).

Code repository for AI Builders Bootcamp #1

Fine-tuning 6-Billion GPT-J (& other models) with LoRA and 8-bit compression