Introducing Inkling 2 Small. Scoring 31 on the AA Intelligence Index, it's a big jump over its predecessor.
Inkling 2 Small is available for fine-tuning and inference on Tinker today, with full weight release planned soon.
Training with fewer bits is faster, but quantization error can interfere with learning.
Today on Connectionism, we detail how we trained Inkling 2 Small with a native 4-bit forward pass from the first step of pretraining through the final RL rollout.
Inkling 2 Small from @thinkymachines is free on OpenRouter for a limited time.
It pairs vision with agentic coding, using visual feedback to build and refine websites, games, and 3D designs.
Use it at $0 inside agentic harnesses like Claude Code, Codex and Hermes Agent.
Inkling 2 Small is available on @opencode, free for a limited time.
It was trained for agentic coding and knowledge work; we look forward to seeing how it works for you!