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Focusing on Post-Training

The author explains why post-training existing open-weight large language models may be a worthwhile investment. Fireworks' Ember-1 serves as an example of a model that reasons with greater token efficiency.

Sebastian Raschka28 Sept 2026 · 1 min read · summary
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Why I'd invest in post-training existing open-weight LLMs, with Fireworks' Ember-1 as an example of more token-efficient reasoning.

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