Refactor README and streaming_turn_model.py to clarify fixed-grid frame ownership and update documentation. Remove merge conflict markers and enhance explanations regarding session launching conditions and audio slicing behavior.
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@@ -584,17 +584,11 @@ python streaming_turn_model.py \
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--output features/Session_1_first_4s_check.pt
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```
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<<<<<<< HEAD
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Do not launch all sessions unless `cache_replay` cosine is nearly 1. For
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`open-stream-replay`, a materially lower `continuous_window_semantics` cosine
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means that the custom payload stitching is not equivalent to one continuous
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Qwen input; it must not be dismissed as a media-turn-boundary effect because
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this mode intentionally keeps a single media turn open.
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=======
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Do not launch all sessions unless `cache_replay` cosine is nearly 1. The
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`continuous_window_semantics` cosine answers a different question and may be
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lower because blockwise media preprocessing changes the representation.
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>>>>>>> 8145be410866dd0675038d92347aea34d24b84d5
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Video can be sampled at 2 FPS while predictions remain at 5 Hz. Audio and the
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causal boundary update every 200 ms; consecutive prediction times may use the
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