multilingual-e5-small, int8-embed graph for the browser
A reduced-size ONNX graph of intfloat/multilingual-e5-small for Starling's browser packages (Starlings.Models.E5.Browser).
- Source:
onnx/model.onnxat revision614241f622f53c4eeff9890bdc4f31cfecc418b3. - Change: weight-only quantization of the word, position and type embedding tables to int8. Every MatMul stays fp32. No run-time activation quantization.
- Built by:
quantize_e5_browser.py.variants.jsonrecords the tool versions and exact calls. - SHA-256:
374a3cc034a1dba112ecd1a9fba920be63f295cada3c65ab15a0a3a84739fb19. The Starling loader rejects any other file. - Size: 182 MB, with a cosine of 0.9998 to the fp32 graph.
- Maturity: Experimental. WebAssembly has no support badge.
The original model is MIT licensed, and this graph keeps that license.
Model tree for Starlinghq/multilingual-e5-small-browser-onnx
Base model
intfloat/multilingual-e5-small