InternLM-XComposer2
About
The InternLM-XComposer2 family brings together a suite of vision-language large models (VLLMs) based on the InternLM2 foundation model. These models are adept at tackling advanced text-image comprehension and composition tasks, with variations such as the InternLM-XComposer2-VL excelling in multimodal benchmarks and InternLM-XComposer2 tailored for sophisticated text-image composition. A standout in this series, the InternLM-XComposer2.5, offers capabilities comparable to GPT-4V with just a 7B LLM backend, while the InternLM-XComposer2-4KHD can comprehend images up to 4K resolution. Open-source and accessible on Hugging Face and GitHub, these models cater to various needs, including multimodal content creation and enhancing visual language understanding, with some versions optimized for devices with limited resources through 4-bit quantization.
Specifications(3 models)
| Model | Released | Parameters |
|---|---|---|
| InternLM XComposer2 4KHD 7B | 2024-04 | 7B |
| InternLM XComposer2 7B | 2024-04 | 7B |
| InternLM XComposer2 VL 7B | 2024-04 | 7B |
Frequently Asked Questions
- What is InternLM-XComposer2?
- The InternLM-XComposer2 family brings together a suite of vision-language large models (VLLMs) based on the InternLM2 foundation model. These models are adept at tackling advanced text-image comprehension and composition tasks, with variations such as the InternLM-XComposer2-VL excelling in multimodal benchmarks and InternLM-XComposer2 tailored for sophisticated text-image composition. A standout in this series, the InternLM-XComposer2.5, offers capabilities comparable to GPT-4V with just a 7B LLM backend, while the InternLM-XComposer2-4KHD can comprehend images up to 4K resolution. Open-source and accessible on Hugging Face and GitHub, these models cater to various needs, including multimodal content creation and enhancing visual language understanding, with some versions optimized for devices with limited resources through 4-bit quantization.
- How many models are in the InternLM-XComposer2 family?
- The InternLM-XComposer2 family contains 3 models.
- What is the latest InternLM-XComposer2 model?
- The latest model is InternLM XComposer2 4KHD 7B, released in 2024-04.
