You can deploy this model and start earning money today!

ewald1976/
tank-qwen3.5-4b-v0.3

Name: tank-qwen3.5-4b-v0.3
Availability: InStock

WokeAI/tankie-special-prompts

WokeAI/polititune-tankie-warmup-3

Qwen/Qwen3.5-4B

finetune

apache-2.0

Views

No views yet

tank-qwen3.5-4b-v0.3

Experimental QLoRA finetune of Qwen3.5-4B focused on ideological and argumentative steering.

This model was created as a learning and experimentation project to explore:

semantic steering
ontology shaping
reasoning drift
lightweight LoRA finetuning
dataset mixing and curation

Base Model

Qwen3.5-4B

Training Method

QLoRA
Unsloth
4-bit training

Datasets

Primary datasets used during experimentation:

WokeAI/polititune-tankie-warmup-3
WokeAI/tankie-special-prompts

Characteristics

The finetune intentionally biases the model toward:

marxist/materialist analysis
class-based framing
ideological consistency
argumentative persistence

The model may:

strongly reinterpret political and economic questions through class analysis
provide ideological or revolutionary framing
present controversial political opinions confidently

This behavior is intentional and part of the experiment.

Limitations

This is an experimental finetune and was not trained for:

factual neutrality
balanced political discussion
historical accuracy
safety-critical usage

Outputs may contain:

ideological bias
historical simplifications
overconfident reasoning
persuasive argumentative structures

Intended Use

research
experimentation
RP/persona exploration
semantic steering studies
LoRA experimentation

Not Intended For

political persuasion
misinformation
real-world activism guidance
factual/historical reference
safety-critical systems

Notes

This project was created primarily to understand how small curated datasets can influence:

reasoning style
interpretative frameworks
conversational behavior
semantic priorities

License

Please refer to the license of the original base model and datasets.

ewald1976/tank-qwen3.5-4b-v0.3