Update model card to mention 11B VLM

README.md

@@ -9,13 +9,16 @@ pinned: false
 
 **Do you believe in a better tomorrow? We do. Our team of expert researchers live the dream and work to build it every day.**
 
-**🔥 [Falcon-180B](https://huggingface.co/tiiuae/falcon-180b) is now available in open-access! [Try it now in our chat demo!](https://huggingface.co/spaces/tiiuae/falcon-180b-demo)**
+* 🦅🦅 **The second generation of Falcon models has been released open-access, featuring [Falcon2-11B](https://huggingface.co/tiiuae/falcon-11B) and [Falcon2-11B-vlm](https://huggingface.co/tiiuae/falcon-11B-vlm).**
+* 🔥 **[Falcon-180B](https://huggingface.co/tiiuae/falcon-180b) is now available in open-access! [Try it now in our chat demo!](https://huggingface.co/spaces/tiiuae/falcon-180b-demo)**
 
 # News 
 
-* 🎉 **TII has just released a new generation of models, starting with Falcon2-11B**, a 11B parameters causal decoder-only model and trained over 5,000B tokens of [RefinedWeb](https://huggingface.co/datasets/tiiuae/falcon-refinedweb) enhanced with curated corpora. The model is made available under the [TII Falcon License 2.0](https://falconllm-staging.tii.ae/falcon-2-terms-and-conditions.html), the permissive Apache 2.0-based software license which includes an [acceptable use policy](https://falconllm-staging.tii.ae/falcon-2-acceptable-use-policy.html) that promotes the responsible use of AI.
+* 📸 **[Falcon2-11B-vlm](https://huggingface.co/tiiuae/falcon-11B-vlm) is now available.** Built on top of the Falcon2-11B model, and released under the same permissive license, this open source model allows users to interact with image content via text.
+* 🎉 **TII has just released a new generation of models, starting with [Falcon2-11B](https://huggingface.co/tiiuae/falcon-11B)**, a 11B parameters causal decoder-only model and trained over 5,000B tokens of [RefinedWeb](https://huggingface.co/datasets/tiiuae/falcon-refinedweb) enhanced with curated corpora. The model is made available under the [TII Falcon License 2.0](https://falconllm-staging.tii.ae/falcon-2-terms-and-conditions.html), the permissive Apache 2.0-based software license which includes an [acceptable use policy](https://falconllm-staging.tii.ae/falcon-2-acceptable-use-policy.html) that promotes the responsible use of AI.
 * 💥 **TII has open-sourced Falcon-180B for research and commercial utilization!** Access the [180B](https://huggingface.co/tiiuae/falcon-180b), as well as [7B](https://huggingface.co/tiiuae/falcon-7b)/[40B](https://huggingface.co/tiiuae/falcon-40b) models, and explore our high-quality web dataset, [RefinedWeb](https://huggingface.co/datasets/tiiuae/falcon-refinedweb). 
 * ✨ **Falcon-[40B](https://huggingface.co/tiiuae/falcon-40b)/[7B](https://huggingface.co/tiiuae/falcon-7b) are now available under the Apache 2.0 license**, TII has [waived all royalties and commercial usage restrictions](https://www.tii.ae/news/uaes-falcon-40b-worlds-top-ranked-ai-model-technology-innovation-institute-now-royalty-free).
+
 # Falcon2 LLM
 
 Falcon2 LLM is TII's new flagship series of large language models, where we focused on building smaller models with enhanced performance to enable cheaper inference that can encourage the development of more downstream applications and improve the general usability of our models. More models and papers coming soon 😊.
@@ -25,6 +28,7 @@ See below for a detailed list of artefacts in the Falcon2 LLM family:
 | **Artefact**        | **Link**                                                         | **Type**                | **Details**                                                       |
 |---------------------|------------------------------------------------------------------|-------------------------|-------------------------------------------------------------------|
 | 🦅🦅 **Falcon-11B**      | [Here](https://huggingface.co/tiiuae/falcon-11B)        | *pretrained model*        | 11B parameters trained on over 5000 billion tokens.    |
+| 🦅📸 **Falcon-11B-vlm**      | [Here](https://huggingface.co/tiiuae/falcon-11B-vlm)        | *vision adapted model*        | Integrating the pretrained CLIP ViT-L/14 vision encoder with our Falcon2-11B chat-finetuned model, and trained with image-text data.    |
 
 # Falcon LLM
 
@@ -53,8 +57,6 @@ See below for a detailed list of artefacts in the Falcon LLM family:
 | Falcon-RW-1B        | [Here](https://huggingface.co/tiiuae/falcon-rw-1b)               | *pretrained model*        | 1.3B parameters trained on 350 billion tokens.                     |
 | Falcon-RW-7B        | [Here](https://huggingface.co/tiiuae/falcon-rw-7b)               | *pretrained model*        | 7.5B parameters trained on 350 billion tokens.                     |
 
-
-
 # About us
 
 The [Technology Innovation Institute](https://www.tii.ae) (TII) is a leading global research center dedicated to pushing the frontiers of knowledge. Our teams of scientists, researchers and engineers work in an open, flexible and agile environment to deliver discovery science and transformative technologies. Our work means we will not only prepare for the future; we will create it. Working together, we are committed to inspiring innovation for a better tomorrow.