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Spark X2.5 4B NVFP4 by Ttimms

By Ttimms · 318 downloads
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Spark X2.5 4B NVFP4 is an open-source language model by Ttimms. Features: 4b LLM, VRAM: 2.8GB, Context: 1024K, License: apache-2.0.

  4-bit   8-bit   Agentic Base model:quantized:xhtoken/s... Base model:xhtoken/spark-x2.5-...   Blackwell   Code   Compressed-tensors   Conversational   Custom code   En   Fp4   Gptq   Long-context   Nvfp4   Quantization   Region:us   Safetensors   Spark   Spark2 5   Vllm   W4a16   Zh
Model Card on HF 🤗: https://huggingface.co/Ttimms/Spark-X2.5-4B-NVFP4 

Spark X2.5 4B NVFP4 Parameters and Internals

LLM NameSpark X2.5 4B NVFP4
Repository 🤗https://huggingface.co/Ttimms/Spark-X2.5-4B-NVFP4 
Base Model(s)  XHToken/Spark-X2.5-4B   XHToken/Spark-X2.5-4B
Model Size4b
Required VRAM2.8 GB
Updated2026-09-13
MaintainerTtimms
Model Typespark2_5
Model Files  2.8 GB
Supported Languagesen zh
Model ArchitectureSpark2_5ForCausalLM
Licenseapache-2.0
Context Length1048576
Model Max Length1048576
Transformers Version5.14.1
Tokenizer ClassPreTrainedTokenizerFast
Beginning of Sentence Token<｜start▁of▁sentence｜>
End of Sentence Token<｜end▁of▁sentence｜>
Unk Token<unk>
Vocabulary Size131072

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Note: green Score (e.g. "73.2") means that the model is better than Ttimms/Spark-X2.5-4B-NVFP4.