Models

Solar Open 2

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Solar Open 2 uses hybrid attention for million-token context

Upstage released a 250B mixture-of-experts model activating 15B parameters per token. Three linear-attention layers for every softmax layer reduce KV-cache pressure while supporting one-million-token context.

Why it matters: Hybrid attention is becoming a credible alternative to full softmax attention at every layer for long-context workloads.

Read storyOriginal source · huggingface.co