SparkLLM

News 🔥🔥🔥

• Spark-X2.6 retains exactly the same architecture as Spark-X2.5-4B, as a compact, general-purpose language model for conversation, writing, translation, reasoning, coding, tool use, and agentic workflows.
• Spark-X2.5 is a compact, general-purpose language model for conversation, writing, translation, reasoning, coding, tool use, and agentic workflows. It supports a native context length of up to 1M tokens, and covers more than 200 languages.

Release 🔥🔥🔥

• [2026/11/05] 🚀 Spark-X2.6 is set as the default model in PocketPal AI app, now available on now available on and .
• [2026/10/21] 🚀 Global launch of the Spark-X2.6 model series on Hugging Face, ModelScope and Ollama
• [2026/09/15] 🤝 Added ollama support for Spark-X2.5 model architecture.
• [2026/09/11] 🚀 Added native support for Spark-X2.5 model in PocketPal AI app.
• [2026/09/08] 🤝 Added LM Studio support for Spark-X2.5 model architecture.
• [2026/09/06] 🤝 Added native model architecture support for Spark‑X2.5 (Spark2_5ForCausalLM) in llama.cpp.
• [2026/09/04] 🚀 Released FP8 and INT8 quantized versions of Spark-X2.5-4B and Spark-X2.5-1.7B.
• [2026/09/03] 🤝 Added deployment support for vLLM and SGLang on Ascend NPU.
• [2026/09/02] 🚀 Added AtomGit as a new distribution channel.
• [2026/09/01] 🚀 Global launch of the Spark-X2.5 model series on Hugging Face, ModelScope, Ollama, Modelers, and SCNet.