license, language, base_model, pipeline_tag, library_name, tags

license	language	base_model	pipeline_tag	library_name	tags
apache-2.0	en zh	janhq/Jan-v1-2509 Gen-Verse/Qwen3-4B-RA-SFT TeichAI/Qwen3-4B-Instruct-2507-Polaris-Alpha-Distill TeichAI/Qwen3-4B-Thinking-2507-Gemini-2.5-Flash-Distill DavidAU/Qwen3-4B-Apollo-V0.1-4B-Thinking-Heretic-Abliterated nightmedia/Qwen3-4B-Agent FutureMa/Eva-4B	text-generation	transformers	coding research deep thinking 1M context 256k context Qwen3 All use cases creative creative writing fiction writing plot generation sub-plot generation story generation scene continue storytelling fiction story science fiction all genres story writing vivid prosing vivid writing fiction roleplaying bfloat16 finetune mergekit merge mlx

Qwen3-4B-Agent-Eva-qx86-hi-mlx

This is a model merge between Qwen3-4B-Agent and FutureMa/Eva-4B.

Brainwaves of qx86-hi quants of the parent models and Qwen3-4B-Agent-Eva

Agent     0.603,0.817,0.838,0.743,0.426,0.780,0.708
Eva-4B    0.539,0.747,0.864,0.606,0.412,0.751,0.605

Qwen3-4B-Agent-Eva
bf16      0.565,0.779,0.872,0.700,0.418,0.776,0.653
qx86-hi   0.568,0.775,0.872,0.699,0.418,0.777,0.654

The Agent base is abliterated and contains only the essential models to top 0.6/0.8 arc--this level of performance is usually found in much larger models, if at all. Agent has an unforgiving nature, and here with the Eva merge, it will look for accountability :)

The qx86-hi quant performs at the same level with full precision in this model, and lower than the Agent base because Eva came with lower metrics to begin with.

The Element models are profiled to act as agents on the Star Trek DS9 station, in a roleplay scenario.

The models can be used for regular tasks as well.

Each comes with different skills. I found FutureMa/Eva-4B recently with an interesting model card:

Eva-4B is a 4B-parameter model for detecting evasive answers in earnings call Q&A.

In Element8-Eva, that would be Quark. Element8 is a very rich merge, with lower metrics than Agent.

Like I mentioned on the Element8-Eva model card, the FutureMa/Eva-4B was simply included for conversational skills.

Without them, who do you get, Worf?

-G