README.md

---
title: README
emoji: 🔥
colorFrom: blue
colorTo: gray
sdk: static
pinned: false
license: apache-2.0
---

News 🔥🔥🔥

* [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.

Release 🔥🔥🔥
- [2026/09/15] 🤝 Added [ollama](https://github.com/ollama/ollama/releases/tag/v0.34.1) support for Spark-X2.5 model architecture.
- [2026/09/11] 🚀 Added native support for Spark-X2.5 model in PocketPal AI app, now available on [![App Store](https://img.shields.io/badge/App_Store-Download-0D96F6?logo=apple&logoColor=white)](https://apps.apple.com/us/app/pocketpal-ai/id6502579498) and [![Google Play](https://img.shields.io/badge/Google_Play-Get_it-414141?logo=googleplay&logoColor=white)](https://play.google.com/store/apps/details?id=com.pocketpalai).
- [2026/09/08] 🤝 Added [LM Studio](https://lmstudio.ai/download) support for Spark-X2.5 model architecture.
- [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).
- [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](https://ai.atomgit.com/collections/2095030878254981121) as a new distribution channel.
- [2026/09/01] 🚀 Global launch of the Spark-X2.5 model series on [Hugging Face](https://huggingface.co/collections/XHToken/spark-x25), [ModelScope](https://www.modelscope.cn/collections/XHToken/Spark-X25), [Ollama](https://ollama.com/SparkLLM), [Modelers](https://modelers.cn/user/XHToken), and [SCNet](https://www.scnet.cn/ui/aihub/models/XHToken/Spark-X2.5-4B).