# 2013khansohail/cartographer-ecommerce-reranker-MiniLM-L6-v2

Model from Hugging Face for text ranking: 2013khansohail/cartographer-ecommerce-reranker-MiniLM-L6-v2 · sentence transformers

## Facts

- Type: LLM
- Task: text-ranking
- Framework: sentence-transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/2013khansohail/cartographer-ecommerce-reranker-MiniLM-L6-v2
- Hosting: hosted (7 files)
- Files: 7 hosted of 8 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 7 files, 91.8 MB
- Full repo upstream: 91.8 MB
- Recommended file: 90.9 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-2013khansohail-cartographer-ecommerce-reranker-minilm-l6-v2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-2013khansohail-cartographer-ecommerce-reranker-minilm-l6-v2/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-2013khansohail-cartographer-ecommerce-reranker-minilm-l6-v2/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 767
- Stars: 3
- Card completeness: 96%

## Description

External Hugging Face catalog record for 2013khansohail/cartographer-ecommerce-reranker-MiniLM-L6-v2. Task: text ranking. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: tasksource/esci. Base model: cross-encoder/ms-marco-MiniLM-L-6-v2. Includes 2 model-card evaluation signals. Popularity signal at import: 7,853 downloads and 3 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-ranking
- Library: sentence-transformers
- Base model: cross-encoder/ms-marco-MiniLM-L-6-v2
- Task categories: text-ranking
- Languages: en
- Referenced datasets: tasksource/esci
- Model-index entries: cartographer-ecommerce-reranker-MiniLM-L6-v2
- Evaluation signals: 2 model-card eval results
- File hints: 8 upstream file samples

## Evaluation Signals

- Amazon ESCI (Shopping Queries, US/English): nDCG@10 = 0.7642 (Product Reranking)
- Amazon ESCI (Shopping Queries, US/English): nDCG@5 = 0.7272 (Product Reranking)

## Referenced Data

- Dataset: tasksource/esci

## File Hints

- .gitattributes (1.5 KB)
- README.md (6.9 KB)
- config.json (864 B)
- model.safetensors (87 MB) LFS
- special_tokens_map.json (732 B)
- tokenizer.json (695 KB)
- tokenizer_config.json (1.5 KB)
- vocab.txt (226 KB)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-08-28T16:30:51.896Z.
- Open license detected as mit.
- Model-index metadata found for cartographer-ecommerce-reranker-MiniLM-L6-v2.
- Model card references dataset context: tasksource/esci.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-2013khansohail-cartographer-ecommerce-reranker-minilm-l6-v2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-2013khansohail-cartographer-ecommerce-reranker-minilm-l6-v2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-2013khansohail-cartographer-ecommerce-reranker-minilm-l6-v2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-2013khansohail-cartographer-ecommerce-reranker-minilm-l6-v2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-2013khansohail-cartographer-ecommerce-reranker-minilm-l6-v2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-2013khansohail-cartographer-ecommerce-reranker-minilm-l6-v2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-2013khansohail-cartographer-ecommerce-reranker-minilm-l6-v2&limit=100
- Request mirror: not applicable.
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