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* [Spark-X2.5](https://huggingface.co/collections/XHToken/spark-x25) 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.
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Release
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- [2026/09/06] 🤝 Added native model architecture support for Spark‑X2.5 (Spark2_5ForCausalLM) in [llama.cpp](https://github.com/ggml-org/llama.cpp/releases/tag/b10828).
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- [2026/09/04] 🚀 Released FP8 and INT8 quantized versions of Spark-X2.5-4B and Spark-X2.5-1.7B.
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- [2026/09/03] 🤝 Added deployment support for vLLM and SGLang on Ascend NPU.
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* [Spark-X2.5](https://huggingface.co/collections/XHToken/spark-x25) 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.
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Release
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- [2026/09/11] 🚀 Added native support for Spark-X2.5 model in PocketPal AI app, now available on [App Store](https://apps.apple.com/us/app/pocketpal-ai/id6502579498) and [Google Play](https://play.google.com/store/apps/details?id=com.pocketpalai).
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- [2026/09/08] 🤝 Added [LM Studio](https://lmstudio.ai/download) support for Spark-X2.5 model architecture.
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- [2026/09/06] 🤝 Added native model architecture support for Spark‑X2.5 (Spark2_5ForCausalLM) in [llama.cpp](https://github.com/ggml-org/llama.cpp/releases/tag/b10828).
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- [2026/09/04] 🚀 Released FP8 and INT8 quantized versions of Spark-X2.5-4B and Spark-X2.5-1.7B.
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- [2026/09/03] 🤝 Added deployment support for vLLM and SGLang on Ascend NPU.
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