LLM EXPLORER 67,181 MODELS INDEXED

Spark X2.5 4B Exl3 6.0bpw by Honkware

By Honkware · 190 downloads
HF Repo ↗ Copy URL

Spark X2.5 4B Exl3 6.0bpw is an open-source language model by Honkware. Features: 4b LLM, VRAM: 3.8GB, Context: 1024K, License: apache-2.0, LLM Explorer Score: 0.26.

  6-bit Base model:quantized:xhtoken/s... Base model:xhtoken/spark-x2.5-...   Conversational   Custom code   Exl3   Exllamav3   Quantized   Region:us   Safetensors   Spark2 5
Model Card on HF 🤗: https://huggingface.co/Honkware/Spark-X2.5-4B-exl3-6.0bpw 

Spark X2.5 4B Exl3 6.0bpw Parameters and Internals

LLM NameSpark X2.5 4B Exl3 6.0bpw
Repository 🤗https://huggingface.co/Honkware/Spark-X2.5-4B-exl3-6.0bpw 
Base Model(s)  XHToken/Spark-X2.5-4B   XHToken/Spark-X2.5-4B
Model Size4b
Required VRAM3.8 GB
Updated2026-09-16
MaintainerHonkware
Model Typespark2_5
Model Files  3.8 GB
Model ArchitectureSpark2_5ForCausalLM
Licenseapache-2.0
Context Length1048576
Model Max Length1048576
Transformers Version4.57.1
Tokenizer ClassPreTrainedTokenizerFast
Beginning of Sentence Token<｜start▁of▁sentence｜>
End of Sentence Token<｜end▁of▁sentence｜>
Unk Token<unk>
Vocabulary Size131072

Best Alternatives to Spark X2.5 4B Exl3 6.0bpw

Best Alternatives
Context / RAM
Downloads
Likes
Spark X2.6 4B1024K / 8.3 GB2537440
Laplace 1 Vector1024K / 8.3 GB305742
Xspark X2.6 Math1024K / 8.2 GB2683
Spark X2.6 4B Base1024K / 8.3 GB43330
Spark X2.6 4B HTML1024K / 8.2 GB7802
Spark X2.6 4B FP81024K / 4.5 GB39123
Spark X2.6 4B INT81024K / 4.5 GB43221
Spark X2.6 4B ONNX WebGPU1024K /  GB9491
Spark X2.5 4B1024K / 8.3 GB429106
Spark X2.6 4B INT41024K / 3.4 GB20815
Note: green Score (e.g. "73.2") means that the model is better than Honkware/Spark-X2.5-4B-exl3-6.0bpw.