Thanks to the incredible team at DeepReinforce AI. We have a 9b model that's being compared with qwen3.5 35b. AND IT FITS IN AN 8GB GPU/LAPTOP. State-of-the-Art Coding Agents: Available in 9B-Dense, 31B-Dense, 35B-MoE, and 397B-MoE (post-trained on top of Gemma 4 and Qwen 3.5), achieving state-of-the-art performance among open-source models of comparable size on coding benchmarks such as Terminal-Bench 2.1, SWE-Bench, NL2Repo and OpenClaw. Self-Improving Training Framework: Ornith-1.0 employs RL to learn to generate not only solution rollouts, but also the scallfold that drive those rollouts. By jointly optimizing the scaffold and the resulting solution, the model discovers better search trajectories and generates higher-quality solutions. Licence: MIT licensed, globally accessible, and free from regional limitations. I've used this model for 48 hours now and the results are very promising (posting results in a few days!) Check it out here: https://huggingface.co/deepreinforce-ai/Ornith-1.0-9B-GGUF

Lol bit of a funny one.

Okay legends I've had a brilliant idea and I genuinely need your help. See we're about to launch A-Coder properly. But we don't have a website yet... So let's make it a competition! :) Whoever can make the best website design for A-Coder will win 2 months of FREE AI Credits to use the best of the best open source AI models out there right now. Prize: 2 months of FREE AI Credits — access to the best open-source AI models available right now. Goal: A launch-ready website that tells the A-Coder story, drives downloads, and funnels people into the community. HOW TO SUBMIT: Post your screenshots of the design, your code attached! We'll run the competition for the next 30 days. Super excited to see what you come up with :)

I've been thinking about this for a while. So let's try it out. For the next 7 days I will be going live on skool, kick and rumble to promote fine tuning models on your own hardware. Feel free to join anytime you can :)

Fabel Five being shut down by the government was a major wake-up call for me. It reinforced my belief that open-source, self-hosted systems are going to play a major role in the future. When you self-host, you are not simply renting access to someone else’s platform. You can actually own the infrastructure, control the data, customize the system, and reduce the risk of your entire operation disappearing because a provider, corporation, or government makes a decision outside your control. I believe the ultimate opportunity will be building a company that creates these self-hosted systems, partners with hardware and technology suppliers, and delivers complete, ready-to-use devices and infrastructure directly to individuals and businesses. The future will not only be about using AI. It will be about owning the systems that run it.