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RationalPursuit/Qwen3-4B-Stratos-R1-SFT
Qwen3-4B-Stratos-R1-SFT is a text generation model from RationalPursuit. Use it when you need the model to write or continue text. It is set up for peft.
Experimental research artifact. Base: Qwen/Qwen3-4B-Instruct-2507. SFT on bespokelabs/Bespoke-Stratos-17k DeepSeek-R1 traces (14,815 paired rows). Named -SFT, not -Distill — we SFT'd on teacher traces; we did not run…
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From the Hugging Face model README
Experimental research artifact. Base: Qwen/Qwen3-4B-Instruct-2507.
SFT on bespokelabs/Bespoke-Stratos-17k DeepSeek-R1 traces (14,815 paired rows). Named -SFT, not -Distill — we SFT'd on teacher traces; we did not run the distillation ourselves.
Eval (Stratos held-out, 508 prompts): non-termination 109/508 = 0.215; has_think_block 399/508.
The collection shares a base and recorded LoRA settings. This student retained 14,815 training questions; sampled Qwen retained 14,772 and gpt-oss retained 14,768. Teacher generation and curation conditions also differ, so comparisons do not isolate teacher identity as the sole cause of behavior differences. See the source records.
Research artifact only — not intended for production use.