Instructions to use Dellboy/toppdblx-residual-parser with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use Dellboy/toppdblx-residual-parser with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download Dellboy/toppdblx-residual-parser --local-dir toppdblx-residual-parser
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Commit History
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Round 09: shipped model, final adapter at true iteration 8,000
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Correct the Gemma comparison, and give rounds 07 and 08 their gold figures
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Correct the gold figures: the rules are not 100% precise, and the 2026-08-03 lexicon revision
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Two-teacher agreement gating: measured, and where it lands
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Report F0.5 alongside F1, and define both
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Correct how rounds 07 and 08 were judged: the gold set penalised correct answers
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Round 08: the teacher-distillation line of work, closed with both negative results
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Round 07 (teacher-distilled, regressed) and a correction: use round06 final, not checkpoint 2000
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TopPDBLX residual parser: LoRA adapters for rounds 01-06, SmolLM2-360M
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initial commit
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