In the midst of fierce global technological rivalry, American tech behemoth Meta has revealed that its upcoming advanced AI large-scale model, dubbed 'Avocado,' is slated for an official rollout in the first quarter of 2024. Throughout the model's development phase, distillation learning methods, drawing inspiration from Alibaba's Qwen model and other sources, were harnessed. It's anticipated that 'Avocado' will debut as a 'closed-source' model, with Meta potentially exploring avenues to monetize its use by selling access rights. Meta's CEO, Mark Zuckerberg, attaches significant weight to this endeavor, aiming to steer the company's strategic direction towards AI products with clear revenue-generating potential.

Historically, Meta has grappled with a myriad of challenges in the AI arena. Despite pouring substantial resources into research and development, its market standing has not quite lived up to expectations. The 'Avocado' initiative is being spearheaded by the TBD laboratory and incorporates a blend of renowned AI models in its architecture. Previously, Meta stumbled in the AI sector; the problematic launch of Llama4 necessitated strategic recalibrations and executive shake-ups, while the new platform Vibes also failed to make a significant splash in the market. Consequently, the 'Avocado' project is generating considerable buzz, with its technological advancements poised to have a direct bearing on Meta's stature in the AI landscape.