[ML] Add EuroBERT/Jina v5 ops to graph validation allowlist#3015
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edsavage wants to merge 4 commits intoelastic:mainfrom
Open
[ML] Add EuroBERT/Jina v5 ops to graph validation allowlist#3015edsavage wants to merge 4 commits intoelastic:mainfrom
edsavage wants to merge 4 commits intoelastic:mainfrom
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Jina Embeddings v5 is based on EuroBERT, which uses a different architecture from the BERT family: - RoPE (rotary position embeddings) → aten::sin, aten::cos - RMSNorm (instead of LayerNorm) → aten::rsqrt - SiLU activation (instead of GELU) → aten::silu Required for Eland PR elastic/eland#818 which adds support for importing Jina v5 models into Elasticsearch. Made-with: Cursor
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aten::sin and aten::cos are now in the allowlist (needed by EuroBERT/Jina v5 for rotary position embeddings), so tests that used them as example "unrecognised" ops now fail. - Replace torch.sin with torch.logit in synthetic test modules - Update malicious model tests to check for ops that remain unrecognised (aten::tan, aten::exp) rather than sin/cos Made-with: Cursor
…logit) Regenerate malicious_hidden_in_submodule.pt with aten::logit+clamp so graph validation still fails when aten::sin is allowed for EuroBERT/Jina. Update dev-tools/generate_malicious_models.py and test comments. Made-with: Cursor
…te_code Add jinaai/jina-embeddings-v5-text-nano to reference_models.json, validation_models.json, and the golden reference_model_ops.json with its 36 traced ops (verified all covered by the allowlist). Pass trust_remote_code=True in torchscript_utils.py so models with custom code (like Jina v5 / EuroBERT) can be loaded by the extraction and validation tooling. Made-with: Cursor
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Summary
Adds 4 ops required by the Jina Embeddings v5 model architecture (EuroBERT + LoRA adapters):
aten::sinaten::cosaten::rsqrtaten::siluRequired for elastic/eland#818 which adds support for importing Jina v5 models into Elasticsearch.
Ops verified by tracing
jinaai/jina-embeddings-v5-text-nanowith merged LoRA retrieval adapter locally.Cross-repo dependencies
byte_level_bpetokenization type + BPEmergesvocabulary format support (TBD)Test plan
Made with Cursor