BAAI/bge-reranker-v2-m3

BAAI released the bge-reranker-v2-m3 model under Apache-2.0 license, a 2.2 GB reranker for improving retrieval-augmented generation quality and production search stacks. The model has 500 upstream downloads and is available on Hugging Bay with pending security scan and no hosted files yet.

BAAI/bge-reranker-v2-m3 BAAI/bge-reranker-v2-m3: High-demand Apache-2.0 BGE reranker for RAG quality improvements and production search stacks. License: apache-2.0. external huggingface metadata. Scan: pending. - License - apache-2.0 - Size - 2.2 GB - Demand - 500 upstream downloads - Trust - Needs review 0/100 - Trusted download - External metadata; mirror requestable - Run fit - Easy local embedding fit: CPU, Apple Silicon, or a small consumer GPU is usually enough for smoke tests - Files - 0 hosted / 1 total - Scan status - pending - Hosting status - external - Upstream - BAAI/bge-reranker-v2-m3 - Declared license - apache-2.0 - Pipeline - text-ranking - Library - SentenceTransformers - Task categories - text-ranking About this artifact BAAI/bge-reranker-v2-m3 is included in Hugging Bay's compact resilience fallback for high-demand open AI artifacts. Live Postgres metadata, hosted files, hashes, and reviews take precedence whenever available. Trusted download External metadata; mirror requestable. Use upstream for now or add demand for a reviewed Hugging Bay mirror. - Hosted files - 0 of 1 - Reviewed peer-assisted fallbacks - 0 - Download plan Download-plan JSON /api/artifacts/hf-model-baai-bge-reranker-v2-m3/download-plan - Trust bundle Trust-bundle JSON /api/trust-bundles/hf-model-baai-bge-reranker-v2-m3 - Review summary Review-summary JSON /api/artifacts/hf-model-baai-bge-reranker-v2-m3/review-summary - Distribution Reviewed peer-fallback JSON /api/artifacts/hf-model-baai-bge-reranker-v2-m3/distribution Can I run this? Easy local embedding fit. CPU, Apple Silicon, or a small consumer GPU is usually enough for smoke tests. Start with the local kit, verify hashes, then run a small inference or embedding check before production use. - Estimated footprint - 2.2 GB - Suggested runners - Transformers - Runtime files - 0 - Local kit Local run kit /local-kit/hf-model-baai-bge-reranker-v2-m3 Run-fit warnings: No runtime weight file is indexed yet.; Hugging Bay is showing metadata only until reviewed hosted files exist. - License: pass - apache-2.0 - Provenance: pass - BAAI/bge-reranker-v2-m3 - Scan: warn - pending - Hosted files: warn - external metadata only - Signed manifest: fail - not final yet - Community: warn - no reviews yet - Benchmarks: warn - no benchmark evidence Machine-readable card Open interactive artifact page / /artifact/hf-model-baai-bge-reranker-v2-m3