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Datasets:
omrisap
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dl-trm-phase2-codebooks

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Size:
1K - 10K
Tags:
dl-trm
arc
codebook
vector-quantization
latent-traces
License:
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Upload Phase 2 codebook artifacts for V16 V32 V128 V256

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Files changed (50) hide show
  1. README.md +42 -0
  2. V128/checkpoint_latest.pt +3 -0
  3. V128/checkpoints/checkpoint_step_000250.pt +3 -0
  4. V128/checkpoints/checkpoint_step_000500.pt +3 -0
  5. V128/checkpoints/checkpoint_step_000750.pt +3 -0
  6. V128/checkpoints/checkpoint_step_001000.pt +3 -0
  7. V128/checkpoints/checkpoint_step_001000_final.pt +3 -0
  8. V128/codebook.pt +3 -0
  9. V128/diagnostics.json +152 -0
  10. V128/train_history.json +0 -0
  11. V128/transition_vq_model.pt +3 -0
  12. V128/z_trace_manifest.json +45 -0
  13. V128/z_traces.pt +3 -0
  14. V16/checkpoint_latest.pt +3 -0
  15. V16/checkpoints/checkpoint_step_000250.pt +3 -0
  16. V16/checkpoints/checkpoint_step_000500.pt +3 -0
  17. V16/checkpoints/checkpoint_step_000750.pt +3 -0
  18. V16/checkpoints/checkpoint_step_001000.pt +3 -0
  19. V16/checkpoints/checkpoint_step_001000_final.pt +3 -0
  20. V16/codebook.pt +3 -0
  21. V16/diagnostics.json +40 -0
  22. V16/train_history.json +0 -0
  23. V16/transition_vq_model.pt +3 -0
  24. V16/z_trace_manifest.json +45 -0
  25. V16/z_traces.pt +3 -0
  26. V256/checkpoint_latest.pt +3 -0
  27. V256/checkpoints/checkpoint_step_000250.pt +3 -0
  28. V256/checkpoints/checkpoint_step_000500.pt +3 -0
  29. V256/checkpoints/checkpoint_step_000750.pt +3 -0
  30. V256/checkpoints/checkpoint_step_001000.pt +3 -0
  31. V256/checkpoints/checkpoint_step_001000_final.pt +3 -0
  32. V256/codebook.pt +3 -0
  33. V256/diagnostics.json +280 -0
  34. V256/train_history.json +0 -0
  35. V256/transition_vq_model.pt +3 -0
  36. V256/z_trace_manifest.json +45 -0
  37. V256/z_traces.pt +3 -0
  38. V32/checkpoint_latest.pt +3 -0
  39. V32/checkpoints/checkpoint_step_000250.pt +3 -0
  40. V32/checkpoints/checkpoint_step_000500.pt +3 -0
  41. V32/checkpoints/checkpoint_step_000750.pt +3 -0
  42. V32/checkpoints/checkpoint_step_001000.pt +3 -0
  43. V32/checkpoints/checkpoint_step_001000_final.pt +3 -0
  44. V32/codebook.pt +3 -0
  45. V32/diagnostics.json +56 -0
  46. V32/train_history.json +0 -0
  47. V32/transition_vq_model.pt +3 -0
  48. V32/z_trace_manifest.json +45 -0
  49. V32/z_traces.pt +3 -0
  50. upload_summary.json +534 -0
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+ ---
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+ license: other
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+ tags:
4
+ - dl-trm
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+ - arc
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+ - codebook
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+ - vector-quantization
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+ - latent-traces
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+ ---
10
+
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+ # DL-TRM Phase 2 Codebooks
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+
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+ This dataset repository contains Phase 2 transition VQ codebook artifacts for DL-TRM.
14
+
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+ Contents are organized by vocabulary size:
16
+
17
+ - `V16/`
18
+ - `V32/`
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+ - `V128/`
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+ - `V256/`
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+
22
+ Each folder includes:
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+
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+ - `z_traces.pt`: discrete Z trace dataset for the Phase 1 route traces
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+ - `codebook.pt`: learned VQ codebook weights
26
+ - `transition_vq_model.pt`: trained transition VQ model weights
27
+ - `diagnostics.json`: code usage and final training diagnostics
28
+ - `z_trace_manifest.json`: artifact manifest
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+ - `checkpoints/`: periodic training checkpoints at steps 250, 500, 750, and 1000
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+
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+ Training settings:
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+
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+ - `batch_size=16`
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+ - `max_steps=1000`
35
+ - `lr=3e-5`
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+ - `codebook_weight=1.0`
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+ - `commitment_weight=1.0`
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+ - `hidden_weight=1.0`
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+ - `final_logit_weight=1.0`
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+ - `direction_weight=0.0`
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+
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+ See `upload_summary.json` for final diagnostics across all vocabulary sizes.
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