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suryadv
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Model Details
Model Provider
suryadv
Model Tree
Qwen/Qwen2.5-7B
Input Modalities
Output Modalities
Supported Functionality
The student starts from Qwen/Qwen2.5-7B, revision d149729398750b98c0af14eb82c78cfe92750796. Training uses SLIME with Megatron-LM, BF16, global batch size 64, and AdamW with a peak learning rate of 5e-6. Full settings and exact data selections are in the code repository.
This is the final checkpoint after 125 optimizer updates. The original checkpoint identifier is 0cb7ebb581a01b90be0b34e9edde4cfcf4ff89ff45b8c00bc40479baf9f94ffd.
From a checkout of the code repository with evaluation dependencies installed:
bash
python -m incorrect_trace_sft.evaluate --experiment math_masking --model suryadv/IncorrectTraceSFT-Qwen2.5-7B-MATH-random-mask-50 --output runs/MATH-random-mask-50
The evaluation command preserves the experiment's prompts, context limit, sampling parameters, and answer scorer. It reports pass@1 and the Monte Carlo standard error across decoding repeats. See the repository's results table for all conditions and comparisons.
The safetensors weights are unchanged from the evaluated checkpoint. provenance.json records their original SHA-256 hashes. The tokenizer configuration has been normalized for Transformers 4.57: legacy special-token metadata is represented using the current field format, and the existing chat template is embedded. Vocabulary, token IDs, and the chat template are unchanged.
This model is released for research on mathematical reasoning and SFT data selection. Correct final answers in the training data do not imply that intermediate reasoning steps were verified. ID/OOD in this study refers to problem identity relative to SFT; it says nothing about pretraining exposure. Coding-agent checkpoints will be released separately.