XHToken/Spark-X2.5-4B-GGUF — new model trending #30 on Hugging Face
XHToken released GGUF weights of Spark-X2.5-4B, a compact model with 1M-token context and 200+ language support, under Apache 2.0.
The Hugging Face repository provides BF16 GGUF conversions of Spark-X2.5-4B, a compact general-purpose language model for conversation, writing, translation, reasoning, coding, tool use, and agentic workflows. The model uses a hybrid attention architecture, supports a native context length up to 1M tokens, and covers more than 200 languages. Local inference is supported through Ollama and LM Studio via an XHToken llama.cpp fork, with a --think=false flag to disable thinking mode for faster responses. Released under Apache License 2.0; it was trending #30 on Hugging Face at publication.
- Hybrid attention architecture with native 1M-token context window
- Supports 200+ languages and agentic/tool-use workflows
- Runs locally via Ollama and LM Studio using a patched llama.cpp
- Apache 2.0 license; thinking mode can be disabled for direct responses
- Organizations
- Hugging Face
- AI models
- Spark-X2.5-4B
From the original article
1 min read at huggingface.cotext-generation · 73,777 downloads · 129 likes · license apache-2. 0
By XHToken · huggingface.co
A short excerpt; the article and its images belong to the publisher. Summary, key facts and assessment above are AI-written from the article and can be wrong.