Spark-X2.6-4B Debuts: 4B Params, 1M Context, Apache 2.0, Controllable Thinking

vllm_project · x · 2026-10-21

SparkLLM released Spark-X2.6-4B: a 4B-parameter model with 1M-token context, Apache 2.0 license, and controllable thinking (none/low/high). The team says improved post-training boosts coding, agent, and long-context skills. vLLM serves it day 0, and it's available on Hugging Face and ModelScope with Ollama and SGLang support.

Related event: iFlytek Open-Sources Spark-X2.6-4B Edge Model with 1M Context(4 posts)→

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