👀 Vision - Giving Eyes to Bittensor. The world of images, unlocked 🔑 Recognition, Embeddings, Object detection, Segmentation. Here, we will do it all. Starting with Meta's Segment Anything Model.

📢 Introducing CLIP Models for Advanced Image & Text Searching Vision is now capable of revolutionising image and text search by seamlessly understanding and interpreting them together

We are delighted to announce that our subnet has achieved remarkable stability, operating seamlessly with virtually no interruptions. This marks a significant milestone in our journey towards a robust and reliable service.

The magic of the models: Text to Image, Image to Image, Upscaler and Inpainting are now available!

Subnet 19 is pioneering a new type of subnet architecture - DSIS. DSIS provides open, decentralised access to the network. DSIS is centered around organic queries, it doesn't just tolerate them. Bittensor will serve large scale inference of AI models to the world - all via API. Validators will be able to sell access to the network 💰

A bunch more models - with arbitrary models to come, DPO technique integrated into scoring - miners compete head to head! Custom trained XGBoost reward model to ensure miners can't game the system whilst allowing a variety of GPU types. Validators can sell their organic traffic in a completely decentralised way. All decentralised, no API keys. We have SDXL Turbo, Kandinsky, Inpainting, Scribble, Controlnets, Upscaling, Image-To-Image, Uncrop support, the list goes on!

Really excited to announce Corcel have released a new image studio, which entirely uses the organic traffic structure of subnet 19! Lots of stuff to play around with on there, give it a go: https://app.corcel.io/image-studio

Vision 19 will be generating data for and fine-tuning its own image generation model! In order to improve the image quality on 19, we'll be adding a 'SOTA' (state-of-the-art) operation. Currently, the SOTA model is probably between Mid-Journey and Dalle-3.

Open source LLMs are coming to SN19 starting with the best - Mixtral 8x7b And the latest* model from Nous Research, fine tuned on Bittensor's SN6 (*updated biweekly). Massively improved image quality. New Avatar endpoint and functionality. Opens the door to the biggest rollout of apps and updates Bittensor has ever seen over the coming weeks!

We're going full decentralisation, working our way to 1uid per entity, and making a proposal to the decentralised community for a protocol change - as is our role as the subnet owners.

SN19 is powering some huge new apps, developed by the Taostats & Corcel validator: MODE. Mixture Of Decentralised Experts. The OS for artificial intelligence, designed to enhance the chat experience significantly - you won't find a better chat. Developed by Taostats & Corcel - spot the sexy features coming from testnet to SN19 mainnet soon. Leaderboards Competition on Subnet 19 is hugely intensifying - we're introducing leaderboards to show this all off.

Introducing the new SOTA's in town: Llama 3.1 70B, Llama 3.1 8B, and Flux Dev Proposing corresponding updates to the task importance distribution. Fully reworked Synapse, Dendrite and Axon mechanism nearly ready - big things coming for the WHOLE Bittensor ecosystem