sentence-transformers

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all-MiniLM-L6-v2

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Sentence Transformers 4.74k

I'm attempting to embed some text as vectors in the browser using rust, webassembly and wonnx.

When I try and run my model in the demo, I get these errors in the console:

wonnx_embeddings_repro_bg.js:820 Failed to load model: IR error: issue with data types: encountered parametrized dimensions 'unk__0'; this is not currently supported (this may be solved by running onnx-simplifier on the model first)
__wbg_error_fe807da27c4a4ced @ wonnx_embeddings_repro_bg.js:820
$func184 @ wonnx_embeddings_repro_bg.wasm?t=1721295649015:0x3f7a8
$func1067 @ wonnx_embeddings_repro_bg.wasm?t=1721295649015:0x219fe7
$func2910 @ wonnx_embeddings_repro_bg.wasm?t=1721295649015:0x29f7f3
$_dyn_core__ops__function__FnMut__A____Output___R_as_wasm_bindgen__closure__WasmClosure___describe__invoke__hd5bdc993e1827b1c @ wonnx_embeddings_repro_bg.wasm?t=1721295649015:0x29f7e5
__wbg_adapter_33 @ wonnx_embeddings_repro_bg.js:227
real @ wonnx_embeddings_repro_bg.js:208
App.tsx:7 Uncaught (in promise) Failed to load embedder: Failed to load model: IR error: issue with data types: encountered parametrized dimensions 'unk__0'; this is not currently supported (this may be solved by running onnx-simplifier on the model first)

• jacobhq/wonnx-embeddings-repro
• Output of cargo tree: https://gist.github.com/jacobhq/f20dfe14e5adf7a60843d29e5eccc6e2

I've tried:

• Running onnxsim on the model
• The Supabase/gte-small model, which I saw worked in a similar setup in AmineDiro/docvec

I would appreciate it if anyone could explain the cause of this error, because the model has an onnx badge on huggingface, which leads me to believe that it should work. If not, if anyone knows any embedding models that work with wonnxm, that would be equally good. Thanks!