Ollaya package for convaiinnovations/laya

README.md

@@ -24,8 +24,8 @@ ollaya run laya
 ## What is in this repository
 
 This repository holds only the files Ollaya derives, with no weights. Each graph is an ONNX export of the
-original model whose weights **reference the author's own `model.safetensors` by byte offset**,
-so `ollaya pull` downloads the weights from the upstream repository, unmodified and pinned to a
+original model whose weights **reference the authors' own weight files by byte offset**,
+so `ollaya pull` downloads the weights from the upstream repositories, unmodified and pinned to a
 commit, and verifies their sha256.
 
 | Tag | Upstream | Files |
@@ -46,6 +46,10 @@ The checks use typed-decisions plus multilingual and edge cases:
 - **fp16:** the same decision on 99.1–99.6% of questions. Nearly all of the differences are
   near-ties between the top two options.
 
+The fp32 graphs (CPU) are opset 23: attention runs as fused `Attention` nodes, which ONNX Runtime's
+CPU provider runs faster than the decomposed ops, so they need ONNX Runtime 1.23 or newer. The fp16
+graphs (GPU) are opset 20.
+
 ## License
 
 Same as the upstream model (Apache-2.0). Ollaya itself is Apache-2.0.

en/decision.json

@@ -24,5 +24,5 @@
     "act_logits"
   ],
   "min_markers": 2,
-  "opset": 20
+  "opset": 23
 }

en/model-fp32.onnx

@@ -1,3 +1,3 @@
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-size 3722668
+oid sha256:9dc0bb17f5f7e389cc4b99cdd14f76a1043a2a60ed91daf2358524b80ab35711
+size 2689236

multilingual/decision.json

@@ -24,5 +24,5 @@
     "act_logits"
   ],
   "min_markers": 2,
-  "opset": 20
+  "opset": 23
 }

multilingual/model-fp32.onnx

@@ -1,3 +1,3 @@
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-size 2981576
+oid sha256:ace962240e4cf7c69c0e65ea7224aa791777880003950a81347a206f6bfbed45
+size 2159186

typed-decisions/decision.json

@@ -24,5 +24,5 @@
     "act_logits"
   ],
   "min_markers": 2,
-  "opset": 20
+  "opset": 23
 }

typed-decisions/model-fp32.onnx

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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-size 3722669
+oid sha256:f1e62a7eabb6bc5eabf04877348e003b053de9a19f56b9bfd642e74f62a2c6b5
+size 2689237