Hy3 preview carries Tencent's open-weight text model into a notably large context window — 262,144 tokens — meaning it can hold and reason over very long documents in a single pass. As a preview release, it signals work in progress rather than a polished final product, so rough edges and capability gaps are expected. Its text-in, text-out design keeps things focused, without multimodal complexity.