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On 2026-06-20, @charles_irl announced alongside @zhijianliu_ and @jianchen1799…

Brief

Charles (@charlesirl) announced on 2026-06-20 that, together with collaborators Zhijian Liu (@zhijianliu) and Jian Chen (@jianchen1799), they published models to Hugging Face. The goal is to distribute speculative decoding speedups to the community so users can accelerate and take ownership of their inference workflows; more details are forthcoming.

Why it matters

On 2026-06-20, @charles_irl announced alongside @zhijianliu_ and @jianchen1799 that they released models on Hugging Face for community use.

Key details

  • The release aims to put speculative decoding speedups into users' hands to accelerate inference as people 'own their inference'; the team promises further details soon.
Source evidence

We, along with @zhijianliu_ and @jianchen1799, are excited to share these models on @huggingface for the entire community to use.

We look forward to getting speculative decoding speedups into the hands of more people as they start to own their inference.

More on that soon :)