基于Unsloth框架下，使用llama3大模型为基底的模型微调

基于Unsloth框架下，使用llama3大模型为基底的模型微调

Using Unsloth to specialize an Ollama model in Haiku generation

Fine-tuning LLMs for structured agent-style outputs (e.g. JSON), built for Ollama using Unsloth.

🧠 Fine-tune large language models using Unsloth ⚡ and LoRA for efficient SFT 📚, then run them locally with Ollama 💻 — enabling fast, memory-friendly, and customizable LLM workflows.

This repository provides a comprehensive guide on fine-tuning Large Language Models (LLMs) using popular architectures like Hugging Face, Unsloth, PyTorch and Ollama. It also covers how to host and deploy the trained model on your local laptop, making it accessible over a LAN network.

Fine tunning , pretraining, embedding models, LoRA, unsloth, ollama, tokenizer (training and merge) and other

Fine-tuning LLaMA 3.2 1B using Unsloth on Google Colab, with deployment locally via Ollama .

MentalLLM: Fine-tune local LLMs for mental health support using Unsloth, QLoRA, and Hugging Face. Deploy effortlessly with Ollama and FastAPI in a Dockerized environment.

End-to-end framework for digitizing vernacular textbooks (Gemini/Ollama Vision) and fine-tuning Llama 3 (LoRA/Unsloth) for local inference. Democratizing AI education for non-English languages.

Generative AI-powered bot that reads and interprets health insurance PDFs, providing real-time answers on coverage and pricing. Built using Llama from Hugging Face, fine-tuned with Unsloth AI, and integrated with a RAG pipeline via Chroma DB. The user-friendly interface is powered by Flask and hosted locally on Ollama for privacy and speed.

Phi-3 Mini: Patient Admission Fine-Tuning

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Fine tuning LLM with Ollama & Unsloth

Estudo de Fine-tuning Unsloth (LoRA/QLoRA),uso no Ollama. Notebook + scripts de treino e inferência.

LLM Development: Transformers, TRL, PEFT, Unsloth, Deepspeed, vLLM, Ollama

Fine-tuning LLM using Unsloth and testing using Ollama

'unsloth/meta-llama-3.1-8b'. Skipping Ollama Modelfile

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Efficient model fine-tuning using Unsloth framework with Ollama deployment

Fine-tuning a Large Language model using Unsloth and Ollama

LLM Fine-Tuning Kilavuzu - Windows & Mac | QLoRA + Unsloth + MLX + Ollama

Fine-tuning workflow using Unsloth with GGUF conversion for Ollama deployment

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Hybridní RAG + Fine-tuning pipeline pro lokální LLM (Ollama, Qdrant, Blazor, Unsloth)

Use Unsloth to train AI model and generate GGUF file for Ollama

Практикум по локальному запуску LLM: квантование, Unsloth, Llama.cpp и Ollama на NVIDIA RTX 40xx.

These notebooks can be used to train and run a llama3.1 instace using unsloth and ollama

Fine-tuned Llama 3.1 chatbot for customer support, built with Unsloth and deployed locally with Ollama.