# dice-research/amharic-property-retriever-base-xlmr

Model from Hugging Face for sentence similarity: dice-research/amharic-property-retriever-base-xlmr · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- 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/dice-research/amharic-property-retriever-base-xlmr
- Hosting: hosted (8 files)
- Files: 8 hosted of 18 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: 8 files, 1.13 GB
- Full repo upstream: 3.36 GB
- Recommended file: 1.11 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-dice-research-amharic-property-retriever-base-xlmr/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-dice-research-amharic-property-retriever-base-xlmr/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-dice-research-amharic-property-retriever-base-xlmr/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: 78
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for dice-research/amharic-property-retriever-base-xlmr. Task: sentence similarity. Library: sentence transformers. Languages: am. Datasets referenced by card metadata: dice-research/amharic-property-mapping. Base model: FacebookAI/xlm-roberta-base. Includes 8 model-card evaluation signals.

## Model Card Facts

- Declared license: mit
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: FacebookAI/xlm-roberta-base
- Task categories: sentence-similarity
- Languages: am
- Referenced datasets: dice-research/amharic-property-mapping
- Metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10
- Model-index entries: SentenceTransformer based on FacebookAI/xlm-roberta-base
- Evaluation signals: 8 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- dev ir: Cosine Accuracy@1 = 0.46774193548387094 (Information Retrieval)
- dev ir: Cosine Accuracy@3 = 0.6344086021505376 (Information Retrieval)
- dev ir: Cosine Accuracy@5 = 0.6935483870967742 (Information Retrieval)
- dev ir: Cosine Accuracy@10 = 0.7903225806451613 (Information Retrieval)
- dev ir: Cosine Precision@1 = 0.46774193548387094 (Information Retrieval)
- dev ir: Cosine Precision@3 = 0.21146953405017918 (Information Retrieval)
- dev ir: Cosine Precision@5 = 0.13870967741935483 (Information Retrieval)
- dev ir: Cosine Precision@10 = 0.07903225806451612 (Information Retrieval)

## Referenced Data

- Dataset: dice-research/amharic-property-mapping

## File Hints

- .gitattributes (1.5 KB)
- .ipynb_checkpoints/README-checkpoint.md (3.3 KB)
- 1_Pooling/config.json (312 B)
- README.md (15 KB)
- config.json (656 B)
- config_sentence_transformers.json (283 B)
- model.safetensors (1.0 GB) LFS
- modules.json (229 B)
- optimizer.pt (2.1 GB) LFS
- rng_state.pth (14 KB) LFS
- scheduler.pt (1.4 KB) LFS
- sentence_bert_config.json (56 B)

## 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 2026-09-29T09:22:32.086Z.
- Open license detected as mit.
- Model-index metadata found for SentenceTransformer based on FacebookAI/xlm-roberta-base.
- Model card references dataset context: dice-research/amharic-property-mapping.
- 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-dice-research-amharic-property-retriever-base-xlmr
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-dice-research-amharic-property-retriever-base-xlmr/files?limit=100
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- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-dice-research-amharic-property-retriever-base-xlmr/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-dice-research-amharic-property-retriever-base-xlmr
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-dice-research-amharic-property-retriever-base-xlmr/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-dice-research-amharic-property-retriever-base-xlmr&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-dice-research-amharic-property-retriever-base-xlmr/decentralized-fallbacks