Bielik Minitron 7B v3.0 DFlash Bielik Minitron 7B v3.0 DFlash is a DFlash draft model designed for use with Bielik Minitron 7B v3.0 Instruct. Its development and training were supported by computational grant PLG/2026/019559 and carried out on the Helios supercomputer, providing access to the advanced infrastructure and computational resources required for large scale machine learning workloads. This is not a standalone language model. It is designed to be paired with the target model in a speculative decoding setup. Model The model was trained on the same training dataset as the target model, Bielik Minitron 7B v3.0 Instruct. Training was performed using a custom implementation built on top of the ALLaMo framework, developed by Krzysztof Ociepa. Developed by: SpeakLeash & ACK Cyfronet AGH Language: Multilingual (32 European languages, optimized for Polish) Model type: Draft model Target model: Bielik Minitron 7B v3.0 Instruct License: Apache License 2.0 Quick Start This model should be used with an inference server that supports DFlash speculative decoding. SGLang (version 0.5.6): vLLM (version 0.20.0): Credits Krzysztof Ociepa SpeakLeash project lead, concept design, calibration…
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