Researchers release open DiffResearch framework with diffusion model backbone
DiffResearch is an open-source framework for deep research tasks that replaces autoregressive language models with diffusion language models. The speedup comes from faster planning and writing stages, the authors say, without sacrificing report quality.
Key points
- Framework outperforms commercial systems in a public leaderboard snapshot and is open-sourced under Apache-2.0
On the benchmark’s RACE rubric, dFast outperforms both the baseline autoregressive model and the standard diffusion model. The authors also note that a system using a stronger diffusion model ranks above several commercial systems in a public leaderboard snapshot. The framework is released under the Apache-2.0 license.
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