# LATEST ADVANCEMENTS

### Paper

### Github  <a href="#uiklr" id="uiklr"></a>

* **Models**
  * [**Ovis**](https://github.com/AIDC-AI/Ovis) Structural Embedding Alignment for Multimodal Large Language Model
  * [**Parrot**](https://github.com/AIDC-AI/Parrot) Multilingual Visual Instruction Tuning
  * [**Marco o1**](https://github.com/AIDC-AI/Marco-o1) Towards Open Reasoning Models for Open-Ended Solutions
  * [**Meissonic**](https://github.com/AIDC-AI/Meissonic) Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
* **Development Framework**
  * [**LangEngine**](https://github.com/AIDC-AI/ali-langengine) Java-based AI application development framework

### Huggingface <a href="#k75g0" id="k75g0"></a>

* **Models**
  * [**Ovis 2.0** ](https://huggingface.co/collections/AIDC-AI/ovis2-67ab36c7e497429034874464)Our latest advancement in multi-modal large language models (MLLMs)
  * [**Parrot**](https://huggingface.co/AIDC-AI/Parrot-14B) Multilingual Visual Instruction Tuning
  * [**Marco-o1**](https://huggingface.co/AIDC-AI/Marco-o1) Towards Open Reasoning Models for Open-Ended Solutions
  * [**Meissonic**](https://huggingface.co/AIDC-AI/Meissonic) Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
  * [**Wings**](https://huggingface.co/AIDC-AI/Wings-Qwen1_5-8B) A Versatile Multimodal LLM without Text-only Forgetting
  * [**Marco-LLM-AR**](https://huggingface.co/AIDC-AI/Marco-LLM-AR) **/** [**Marco-LLM-ES**](https://huggingface.co/AIDC-AI/Marco-LLM-ES) enhanced language models specifically fine-tuned for common languages used in the Arab world / Spain
* **Datasets**
  * [**Ovis-dataset**](https://huggingface.co/datasets/AIDC-AI/Ovis-dataset)
  * [**Parrot-dataset**](https://huggingface.co/datasets/AIDC-AI/Parrot-dataset)