# alfotech/silas-embedding-0.6b

Model from Hugging Face for feature extraction: alfotech/silas-embedding-0.6b · sentence transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: sentence-transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/alfotech/silas-embedding-0.6b
- Hosting: hosted (8 files)
- Files: 8 hosted of 12 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, 1.2 GB
- Full repo upstream: 1.21 GB
- Recommended file: 1.19 GB · model.safetensors
- Parameters: 600M
- Download: https://huggingbay.xyz/artifact/hf-model-alfotech-silas-embedding-0-6b/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-alfotech-silas-embedding-0-6b/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-alfotech-silas-embedding-0-6b/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: 86
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for alfotech/silas-embedding-0.6b. Task: feature extraction. Library: sentence transformers. Languages: multilingual. Includes 8 model-card evaluation signals. Popularity signal at import: 86 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction
- Languages: multilingual
- Paper ids: 2506.05176
- Model-index entries: silas-embedding-0.6b
- Evaluation signals: 8 model-card eval results
- File hints: 12 upstream file samples

## Evaluation Signals

- silas-embedding-0.6b: Recall@1 = 0.967 (Embedding Model — Easy Benchmark)
- silas-embedding-0.6b: Recall@5 = 0.999 (Embedding Model — Easy Benchmark)
- silas-embedding-0.6b: Recall@10 = 1 (Embedding Model — Easy Benchmark)
- silas-embedding-0.6b: MRR@10 = 0.9815 (Embedding Model — Easy Benchmark)
- silas-embedding-0.6b: Recall@1 = 0.614 (Embedding Model — Hard Benchmark)
- silas-embedding-0.6b: Recall@5 = 0.883 (Embedding Model — Hard Benchmark)
- silas-embedding-0.6b: Recall@10 = 0.929 (Embedding Model — Hard Benchmark)
- silas-embedding-0.6b: MRR@10 = 0.7268 (Embedding Model — Hard Benchmark)

## Referenced Data

- Paper: 2506.05176

## File Hints

- .gitattributes (1.6 KB)
- 1_Pooling/config.json (96 B)
- README.md (21 KB)
- chat_template.jinja (4.0 KB)
- config.json (1.4 KB)
- config_sentence_transformers.json (376 B)
- image.png (3.6 MB) LFS
- model.safetensors (1.1 GB) LFS
- modules.json (429 B)
- sentence_bert_config.json (241 B)
- tokenizer.json (11 MB) LFS
- tokenizer_config.json (375 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 2026-09-24T12:52:37.031Z.
- Open license detected as apache-2.0.
- Model-index metadata found for silas-embedding-0.6b.
- 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-alfotech-silas-embedding-0-6b
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-alfotech-silas-embedding-0-6b/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-alfotech-silas-embedding-0-6b/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-alfotech-silas-embedding-0-6b/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-alfotech-silas-embedding-0-6b
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-alfotech-silas-embedding-0-6b/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-alfotech-silas-embedding-0-6b&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-alfotech-silas-embedding-0-6b/decentralized-fallbacks