Inkling and the new era of open-weights customization
Inkling is a multimodal open-weights MoE model (975B total, 41B active) built for customization: up to 1M-token context, controllable thinking effort, and fine-tuning via Tinker (LoRA). The release also demonstrates a self-finetuning loop that defines an objective, trains, evaluates, and swaps weights.