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  1. .gitattributes +11 -0
  2. README.md +43 -0
  3. assets/flan_t5_tokenizer/special_tokens_map.json +107 -0
  4. assets/flan_t5_tokenizer/spiece.model +3 -0
  5. assets/flan_t5_tokenizer/tokenizer.json +0 -0
  6. assets/flan_t5_tokenizer/tokenizer_config.json +113 -0
  7. assets/mediapipe/hand_landmarker.task +3 -0
  8. assets/mediapipe/pose_landmarker_full.task +3 -0
  9. assets/mt5_tokenizer/special_tokens_map.json +1 -0
  10. assets/mt5_tokenizer/spiece.model +3 -0
  11. assets/mt5_tokenizer/tokenizer_config.json +1 -0
  12. assets/yolo/yolo11n.onnx +3 -0
  13. spamo/mod-spamo-pjm-phoenix-ms/decoder.onnx +3 -0
  14. spamo/mod-spamo-pjm-phoenix-ms/decoder.onnx.data +3 -0
  15. spamo/mod-spamo-pjm-phoenix-ms/encoder.onnx +3 -0
  16. spamo/mod-spamo-pjm-phoenix-ms/encoder.onnx.data +3 -0
  17. spamo/mod-spamo-pjm-phoenix-ms/meta.json +1 -0
  18. spamo/mod-spamo-pjm-phoenix-ms/projector.onnx +3 -0
  19. spamo/mod-spamo-pjm-phoenix-ms/projector.onnx.data +3 -0
  20. spamo/mod-spamo-pjm-phoenix-ms/prompt_embeds.npy +3 -0
  21. spamo/shared/clip_vit_s2.onnx +3 -0
  22. spamo/shared/clip_vit_s2.onnx.data +3 -0
  23. spamo/shared/hand_clip.onnx +3 -0
  24. spamo/shared/hand_clip.onnx.data +3 -0
  25. spamo/shared/videomae.onnx +3 -0
  26. spamo/shared/videomae.onnx.data +3 -0
  27. spamo/spamo-pjm-phoenix-ms/decoder.onnx +3 -0
  28. spamo/spamo-pjm-phoenix-ms/decoder.onnx.data +3 -0
  29. spamo/spamo-pjm-phoenix-ms/encoder.onnx +3 -0
  30. spamo/spamo-pjm-phoenix-ms/encoder.onnx.data +3 -0
  31. spamo/spamo-pjm-phoenix-ms/meta.json +1 -0
  32. spamo/spamo-pjm-phoenix-ms/projector.onnx +3 -0
  33. spamo/spamo-pjm-phoenix-ms/projector.onnx.data +3 -0
  34. spamo/spamo-pjm-phoenix-ms/prompt_embeds.npy +3 -0
  35. unisign/unisign-pjm-cslnews-ms/decoder.onnx +3 -0
  36. unisign/unisign-pjm-cslnews-ms/encoder.onnx +3 -0
  37. unisign/unisign-pjm-cslnews-ms/meta.json +1 -0
  38. unisign/unisign-pjm-cslnews-ms/prefix.npy +3 -0
  39. unisign/unisign-pjm-cslnews-ms/projector.onnx +3 -0
  40. unisign/unisign-pjm-cslnews-si/decoder.onnx +3 -0
  41. unisign/unisign-pjm-cslnews-si/encoder.onnx +3 -0
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  43. unisign/unisign-pjm-cslnews-si/prefix.npy +3 -0
  44. unisign/unisign-pjm-cslnews-si/projector.onnx +3 -0
  45. unisign/unisign-pjm-how2sign-ms/decoder.onnx +3 -0
  46. unisign/unisign-pjm-how2sign-ms/encoder.onnx +3 -0
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  48. unisign/unisign-pjm-how2sign-ms/prefix.npy +3 -0
  49. unisign/unisign-pjm-how2sign-ms/projector.onnx +3 -0
.gitattributes CHANGED
@@ -33,3 +33,14 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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+ assets/mediapipe/pose_landmarker_full.task filter=lfs diff=lfs merge=lfs -text
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+ assets/mediapipe/hand_landmarker.task filter=lfs diff=lfs merge=lfs -text
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+ spamo/spamo-pjm-phoenix-ms/projector.onnx.data filter=lfs diff=lfs merge=lfs -text
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+ spamo/mod-spamo-pjm-phoenix-ms/projector.onnx.data filter=lfs diff=lfs merge=lfs -text
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+ spamo/mod-spamo-pjm-phoenix-ms/encoder.onnx.data filter=lfs diff=lfs merge=lfs -text
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+ spamo/spamo-pjm-phoenix-ms/encoder.onnx.data filter=lfs diff=lfs merge=lfs -text
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+ spamo/spamo-pjm-phoenix-ms/decoder.onnx.data filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ # PJM Sign-Language → English — ONNX models
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+
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+ Repo-free ONNX exports of two PJM (Polish Sign Language) → English translation model families,
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+ served by the `signsdk` runtime (onnxruntime + bundled tokenizers/assets — no model-repo needed).
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+ All graphs **fp32**. Each model = `projector.onnx` + `encoder.onnx` + `decoder.onnx` (+ `.onnx.data`
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+ sidecar for SpaMo's flan-t5-xl) + `meta.json` + prompt/prefix embedding.
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+
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+ - **Uni-Sign** — pose-based (RTMPose keypoints) → mT5. Self-contained graphs.
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+ - **SpaMo / Mod-SpaMo** — CLIP ViT-L/14 + VideoMAE-large (+ hand-CLIP + MediaPipe for `mod-`) → flan-t5-xl.
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+ Shares `spamo/shared/` (CLIP+VideoMAE+hand-CLIP) across all SpaMo checkpoints.
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+
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+ ## Layout
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+ ```
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+ assets/ mt5_tokenizer/ flan_t5_tokenizer/ yolo/yolo11n.onnx mediapipe/*.task
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+ unisign/<name>/ projector.onnx encoder.onnx decoder.onnx prefix.npy meta.json
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+ spamo/shared/ clip_vit_s2.onnx(+.data) videomae.onnx(+.data) hand_clip.onnx(+.data)
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+ spamo/<name>/ projector.onnx(+.data) encoder.onnx(+.data) decoder.onnx(+.data) prompt_embeds.npy meta.json
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+ ```
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+
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+ ## Models (test-set BLEU-4, ✓ = uploaded)
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+
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+ | model | family | source pretrain | split | BLEU-4 | status |
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+ |-------|--------|-----------------|-------|--------|--------|
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+ | `unisign-pjm-cslnews-ms` | Uni-Sign | CSL-News | ms | 2.42 | ✓ |
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+ | `unisign-pjm-cslnews-si` | Uni-Sign | CSL-News | si | 1.43 | ✓ |
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+ | `unisign-pjm-how2sign-ms` | Uni-Sign | How2Sign | ms | 7.61 | ✓ |
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+ | `unisign-pjm-how2sign-si` | Uni-Sign | How2Sign | si | 4.77 | — |
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+ | `unisign-pjm-openasl-ms` | Uni-Sign | OpenASL | ms | 7.38 | — |
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+ | `unisign-pjm-openasl-si` | Uni-Sign | OpenASL | si | 4.79 | — |
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+ | `unisign-pjm-scratch-ms` | Uni-Sign | scratch | ms | 1.62 | — |
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+ | `unisign-pjm-scratch-si` | Uni-Sign | scratch | si | 0.72 | — |
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+ | `spamo-pjm-phoenix-ms` | SpaMo | PHOENIX | ms | 5.54 | ✓ |
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+ | `spamo-pjm-phoenix-si` | SpaMo | PHOENIX | si | 0.53 | — |
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+ | `spamo-pjm-scratch-ms` | SpaMo | scratch | ms | 2.03 | — |
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+ | `spamo-pjm-scratch-si` | SpaMo | scratch | si | 0.93 | — |
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+ | `mod-spamo-pjm-phoenix-ms` | Mod-SpaMo | PHOENIX | ms | 5.06 | ✓ |
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+ | `mod-spamo-pjm-phoenix-si` | Mod-SpaMo | PHOENIX | si | 0.47 | — |
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+ | `mod-spamo-pjm-scratch-ms` | Mod-SpaMo | scratch | ms | 1.56 | — |
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+ | `mod-spamo-pjm-scratch-si` | Mod-SpaMo | scratch | si | 1.17 | — |
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+
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+ BLEU-4 = reported PJM test score. Decoding faithful to the original eval
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+ (Uni-Sign beam=4; SpaMo beam-sample num_beams=5, top_p=0.9). fp32 chosen for deploy
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+ (fp16 overflows the bf16-trained flan-t5-xl; int8 is size-only).
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