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Inception
@_inception_ai
Pioneering a new generation of LLMs.
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Mercury 3 is live: the most capable diffusion LLM released to date. It outperforms GPT-6 Luna and Claude Haiku 5.5 across a range of benchmarks while running at over 1,000 tokens per second. More than 40x the size of Mercury 1, 3x more intelligent across standard benchmarks, and just as fast, with a 1M-token context window. Available today on the Inception API, @baseten, and @OpenRouter .
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Today, we’re introducing Mercury 2.5, the most capable diffusion LLM on the market. It offers a 40% jump in intelligence over Mercury 2, and runs over 1,100 tokens/sec on widely-available @NVIDIAAI GPUs. It’s available today on our API, @OpenRouter, and @Baseten. Contact us to evaluate Mercury 2.5 for production:
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Parallel inference is inevitable. @adityagrover_ took the @Ai4Conferences stage to make the case: GPUs parallelized matrix multiplication. Transformers parallelized training. Diffusion parallelizes inference. Sequential token generation has a ceiling. Diffusion breaks it.
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