大模型与国产硬件生态融合加速。10月15日，阶跃星辰开源新一代大模型Step5Preview；同日，摩尔线程宣布MTT S5000智算卡及MUSA软件栈已完成Day-0适配。Step5Preview采用稀疏MoE架构，总参数量600B，每token激活27B，原生支持100万token超长上下文，展现国产软硬件协同迭代提速。
摩尔线程自主研发的MUSA架构成功适配开源推理框架llama.cpp，支持在MTT S80/S3000/S4000系列GPU上高效运行AI推理。此前MUSA SDK已扩展至Intel和海光平台，此次适配进一步降低了大模型部署门槛。llama.cpp作为轻量化跨硬件框架，支持LLaMA、Mistral等模型及多模态应用。这一突破为国内AI硬件生态注入新活力，推动AI技术在各领域的应用普及。
Xai
$1.4
输入tokens/百万
$3.5
输出tokens/百万
2k
上下文长度
Alibaba
$4
$16
1k
$2
$20
-
Bytedance
$1.2
$3.6
4
256
Moonshot
$0.8
128
$10.5
Tencent
$1
32
Deepseek
$12
Openai
$0.4
$0.75
$8.75
$70
400
64
$0.63
$3.15
131
24
Chatglm
$8
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