Pratyush-01 commited on
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1 Parent(s): 0b8f87b

cleanup: strip verbose comments from physix/training/dataset.py

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  1. physix/training/dataset.py +1 -16
physix/training/dataset.py CHANGED
@@ -1,19 +1,4 @@
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- """Build the prompt dataset for GRPO training.
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-
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- Responsibility: enumerate the curriculum of physical systems, simulate each
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- one a configurable number of times, and emit a :class:`datasets.Dataset`
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- whose rows contain everything the training loop needs:
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-
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- - ``prompt``: the chat-format string passed to the model
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- - ``system_id``, ``state_variables``, ``parameters``, ``initial_conditions``,
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- ``timestamps``, ``observed``: the system context the scorer needs
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- - ``previous_r_match``: 0.0 at turn-0 (we train on first-turn prompts; the
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- iterative refinement skill emerges from the model's general ability to
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- read history at inference time)
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-
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- Multi-turn prompts can be added later by extending this builder; the
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- hackathon scope deliberately keeps it to turn-0 prompts.
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- """
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  from __future__ import annotations
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+ """Build the prompt+context dataset for GRPO training."""
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  from __future__ import annotations
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