Strata Engine Lets 12GB GPUs Run 125B Qwen3.8 Model

1 reports archived1 independent sourcesupdated 10/6/2026, 7:45:52 AM

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Developer Niko1221 has open-sourced the Strata inference engine, enabling quantized Qwen3.8-Flash-Next (125B parameters) to run on consumer GPUs with 12GB+ VRAM, such as the RTX 5070. The solution achieves a generation speed of 94 tokens per second, demonstrating efficient deployment of large models on low-memory hardware.

LATEST/Developer Niko1221 has open-sourced the Strata inference engine, enabling quantized Qwen3.8-Flash-Next (125B parameters) to run on consumer GPUs with 12GB+ VRAM, such as the RTX 5070. The solution achieves a generation speed of 94 tokens per second, demonstrating efficient deployment of large models on low-memory hardware.

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IT之家 · 智能时代T2·Oct 6, 07:45 AM68 pts
Strata Engine Lets 12GB GPUs Run 125B Qwen3.8 Model
Original: 12GB 显存显卡跑 125B Qwen3.8 模型：Strata 登场，单张 RTX 5070 跑出 94 词元 / 秒
- Strata engine enables running the 125B-parameter Qwen3.8 model on GPUs with only 12GB VRAM
- Achieves 94 tokens/sec inference speed on RTX 5070 via quantization techniques
- Open-sourced by developer Niko1221, lowering barriers to local LLM deployment
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