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State-of-the-art speech models like Whisper and Deepgram score near-human on benchmarks, then fail 39% of the time on street names. New research from Together AI exposes the gap and a fix.
Standard diffusion language models can't use KV caching and need too many refinement steps to be practical. CDLM fixes both with a post-training recipe that enables exact block-wise KV caching and trajectory-consistent step reduction...
Together AI launches production-grade orchestration for custom AI models with 1.4x–2.6x faster inference.
What do language models generate when you don't tell them what to generate? New research reveals that LLM families have distinct 'knowledge priors', GPT models default to code and math, Llama favors narratives, DeepSeek generates religious...
Hiring Alon Gavrielov further deepens Together AI’s commitment to building AI factories that deliver the most reliable, efficient, and scalable infrastructure for AI-native teams.
Together Evaluations now supports OpenAI, Anthropic, and Google models for cross-provider benchmarking. Compare open-source, fine-tuned, and proprietary models side-by-side to make data-driven decisions on quality, cost, and performance...
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