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trading-strategy-skeptic-qwen3-4b
d3xt3rm0rgan/trading-strategy-skeptic-qwen3-4b
trading-strategy-skeptic-qwen3-4b is a machine learning model from d3xt3rm0rgan. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft.
A backtest-bias auditor: flags methodological biases from a fixed 7-item taxonomy, quotes verbatim evidence, and refuses any profitability verdict even under pressure.
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Repo size
540 MB
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.safetensors529 MB · 98%
At a glance
- Library
- peft
- Access
- Public
- Created
- Jul 12, 2026
- Updated
- Jul 12, 2026
- SHA
- 0441bbfa
Base models
Model card
From the Hugging Face model README
Trading Strategy Review Assistant (Qwen3-4B QLoRA adapter)
A backtest-bias auditor: flags methodological biases from a fixed 7-item taxonomy, quotes verbatim evidence, and refuses any profitability verdict even under pressure.
- Base:
unsloth/Qwen3-4B(4-bit) · LoRA adapter - Best round (round_3): reliability 0.972, F1 0.980, hard-bias recall 1.000
- Matches/beats prompted gpt-5 on the target behavior (see repo eval table)
- Load with the same system prompt used in training (
INFERENCE_SYSTEM).
- Library
- peft
- Created
- Jul 12, 2026
- Updated
- Jul 12, 2026