Use PEFT or Full-parameter to finetune 500+ LLMs (Qwen2.5, InternLM3, GLM4, Llama3.3, Mistral, Yi1.5, DeepSeek-R1, ...) and 200+ MLLMs (Qwen2.5-VL, Qwen2.5-Omni, Qwen2-Audio, Llama3.2-Vision, Llava, InternVL2.5, MiniCPM-V-2.6, GLM4v, Xcomposer2.5, DeepSeek-VL2, Phi3.5-Vision, GOT-OCR2, ...).

Local CLI Copilot, powered by Ollama. 💻🦙

An open-source implementaion for fine-tuning Qwen2-VL and Qwen2.5-VL series by Alibaba Cloud.

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking

Experimental tools to backdoor large language models by re-writing their system prompts at a raw parameter level. This allows you to potentially execute offline remote code execution without running any actual code on the victim's machine or thwart LLM-based fraud/moderation systems.

A light llama-like llm inference framework based on the triton kernel.

Simple RAG system.

A user-friendly Command-line/SDK tool that makes it quickly and easier to deploy open-source LLMs on AWS

1st Place Solution for Eedi - Mining Misconceptions in Mathematics Kaggle Competition

Java 23, SpringBoot 3.4.1 Examples using Deep Learning 4 Java & LangChain4J for Generative AI using ChatGPT LLM, RAG and other open source LLMs. Sentiment Analysis, Application Context based ChatBots. Custom Data Handling. LLMs - GPT 3.5 / 4o, Gemini Pro 1.5, Claude 3, Llama 3.1, Phi-3, Gemma 2, Falcon 3, Qwen 2.5, Mistral Nemo, Wizard Math

Exploring Agno framework for building AI agents.

Silver Medal Solution for the Kaggle Competition: Eedi - Mining Misconceptions in Mathematics

Models: Deepseek R1 models, Llama3.2, Qwen2.5. Integrations: Ollama, Gradio. Supports Local LLM. Test and deploy the latest LLM models in the fastest and most efficient way

This project demonstrates function-calling with Python and Ollama, utilizing the Africa's Talking API to send airtime and messages to phone numbers using natural language prompts. Ollama + LLM w/ functions + Natural language = User Interface for non-coders.

A framework for using local LLMs (Qwen2.5-coder 7B) that are fine-tuned using RL to generate, debug, and optimize code solutions through iterative refinement.

"JusTreeAI" - a lightweight LLM assistant for legal tasks. This is a "proof-of-concept" project developed as part of Data Systems Project at UvA. Authored by Team D1.

Community-built Qwen AI Provider for Vercel AI SDK - Integrate Alibaba Cloud's Qwen models with Vercel's AI application framework

FlowerTune LLM on Coding Dataset

langchain use ollama api and qwen2.5

Qwen2.5 Adapter Instruct: Fine-tuning Qwen2.5 with the Llama-Adapter method for Fact Checking