ONNX Model Zoo

Pandeymp29/Amazon-Fashion-Semantic-Search

By Pandeymp29 · ↓ 0 · ♥ 0 · Updated 2026-01-25

What's in this repo

This page lists the files in Pandeymp29/Amazon-Fashion-Semantic-Search, including model.onnx.

  • 1 ONNX models (.onnx files)
  • 24 files, including 12 .json, 2 .txt, 2 .md, 2 .faiss, 2 .pkl, 1 .onnx
  • Last updated 2026-01-25

ONNX files

File Size Download
OptModel/model.onnx — Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

I'll fetch the README content from HuggingFace for this model. The README appears to be empty on the main page. Let me fetch the raw README file directly: The README only contains YAML frontmatter metadata (no documentation content). Here's the translated version:


---
language:
- en
license: mit
library_name: sentence-transformers
tags:
- semantic-search
- fashion
- onnx
- quantization
- feature-extraction
- fine-tuning
datasets:
- McAuley-Lab/Amazon-Reviews-2023
base_model: sentence-transformers/all-mpnet-base-v2
pipeline_tag: sentence-similarity
model-index:
- name: Optimized-Amazon-RecSys
  results:
  - task:
      type: semantic-search
      name: 语义搜索
    dataset:
      name: Amazon Fashion 2023
      type: McAuley-Lab/Amazon-Reviews-2023
    metrics:
    - name: 推理延迟
      type: latency
      value: 45 ms
    - name: 模型大小
      type: model-size
      value: 107 MB
    - name: 加速倍数
      type: speedup
      value: 8x
metrics:
- recall
---

Note: This README only contains YAML frontmatter metadata with no additional documentation content. The technical keys (language, license, tags, etc.) are kept in English as they are machine-readable configuration fields. Only the human-readable display names have been translated:

  • "Semantic Search" → "语义搜索"
  • "Inference Latency" → "推理延迟"
  • "Model Size" → "模型大小"
  • "Speedup Factor" → "加速倍数"

Model info

sentence-similarity sentence-transformers
sentence-transformers onnx safetensors semantic-search fashion quantization feature-extraction fine-tuning sentence-similarity en dataset:McAuley-Lab/Amazon-Reviews-2023 base_model:sentence-transformers/all-mpnet-base-v2
↓ 0 ♥ 0

Created: 2026-01-12

Updated: 2026-01-25

View on Hugging Face

Files (24)

.gitattributes
OptModel/config.json
OptModel/model.onnx ONNX
OptModel/special_tokens_map.json
OptModel/tokenizer.json
OptModel/tokenizer_config.json
OptModel/vocab.txt
README.md
amazon_IndexHNSWFlat.faiss
item_ids.npy
model/1_Pooling/config.json
model/README.md
model/config.json
model/config_sentence_transformers.json
model/model.safetensors
model/modules.json
model/sentence_bert_config.json
model/special_tokens_map.json
model/tokenizer.json
model/tokenizer_config.json
model/vocab.txt
my_amazon_index.faiss
product_lookup.pkl
product_lookup_optimised.pkl

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