The team's approach: Introducing Self-Distilled Sparse Drafters (SD²), a novel methodology that leverages self-data distillation and fine-grained weight sparsity to produce highly efficient and well-aligned draft models.
@cerebras
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SD² Self-Distilled Sparse Drafters Speeds Up LLM Inference
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Featured Paper at @icmlconf – The Internationall Conference on Machine Learning: SD² – Self-Distilled Sparse Drafters Speculative decoding is a powerful technique for reducing the latency of Large Language Models (LLMs), offering a fault-tolerant framework that enables the
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Free API Key Launch: Speed Up Your Development Today
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Do you feel the need for speed? Get your free API key and start flying!
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Cerebras Achieves Order of Magnitude Token Output Improvements
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"Before Cerebras, everything sits sub 200 tokens per second output. And after us, on every model, you have vast improvements, order of magnitude improvements. And what this allows you to do is deliver something special and different to your customers —faster responses, richer… pic.twitter.com/Geo41OaASV
— Cerebras (@cerebras) 27 juin 2025"Before Cerebras, everything sits sub 200 tokens per second output. And after us, on every model, you have vast improvements, order of magnitude improvements. And what this allows you to do is deliver something special and different to your customers —faster responses, richer
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Cerebras Scaling Laws: Faster Inference for Smarter AI
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AI Scaling Laws from the Cerebras Perspective
A new blog post by our CTO, Sean Lie https://
cerebras.net/blog/the-cereb
ras-scaling-law-faster-inference-is-smarter-ai
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Cerebras Inference API Pricing Updates and Details
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https://
inference-docs.cerebras.ai/support/pricing -
Try Qwen3 on Cerebras: AI Model Inference Platform
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Think. But don't over think.
Try saying 'hello' to Qwen3 on Cerebras: https://
inference.cerebras.ai/?utm_source=tw
itter
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Cerebras Powers Mistral AI’s Magistral Reasoning Model
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Cerebras real-time reasoning is now on @MistralAI
— Cerebras (@cerebras) 12 juin 2025
Magistral is Mistral AI’s first reasoning model
– Handles multi-step logic, multilingual reasoning, and complex workflows
– Runs 10x faster in Le Chat, powered by Cerebras Wafer-Scale inference
– Try here:… pic.twitter.com/UCRLkNFcunCerebras real-time reasoning is now on @MistralAI Magistral is Mistral AI’s first reasoning model
– Handles multi-step logic, multilingual reasoning, and complex workflows
– Runs 10x faster in Le Chat, powered by Cerebras Wafer-Scale inference
– Try here: -
Faster Inference Solutions Coming Soon
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if only there was a way to serve faster inference…let me get back to you