LOADING DATASHEET
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
Bge M3
by Baai
CLOSEDHOSTEDAPIPAID
RANKED #155 OF 228 ASSISTANTS · OVERALL #247 OF 6,618 · VIBE SCORE 5.6 · 137 VOICES
Bge M3 available through cloud APIs.
HAPPY7.9
11 mentions
SAD7.1
6 mentions
VIBE TRAJECTORY
26 weeks · 139 voices
QUIETLY DEGRADING
Recent vibe and chatter are both sliding.
HOW TO USE IT
Closed model. Baai hosts it, so you use it through an app or an API.
WHAT THE INTERNET SAYS
Not enough discussion about Bge M3 yet to call it. We found 137 posts but people did not say much either way.
123 POSTS · 14 COMMENTS · DEV.TO · GITHUB · DEV FORUMS · REDDIT
PEOPLE LOVE
- No fan mail yet. The crowd is still warming up.
PEOPLE COMPLAIN ABOUT
- No complaints yet. The internet is still looking for one. Suspicious.
LOOKING FOR AN ALTERNATIVE?
Other models the crowd has fully reviewed, starting with text models like this one.
GLM 5.3
DeepSeek V4 Flash> SOURCES (12)
- REDDIT · 2026-03-15 · 107 UPVOTESI built an open-source RAG system that actually understands images, tables, and document structure — not just text chunks
I built an open-source RAG system that actually understands images, tables, and document structure — not just text chunks
- REDDIT · 2026-07-21 · 61 UPVOTESBest embedding model for indexing ~17,000 scientific PDFs for a RAG system in 2026?
Best embedding model for indexing ~17,000 scientific PDFs for a RAG system in 2026?
- REDDIT · 2026-01-14 · 49 UPVOTESRAG at scale still underperforming for large policy/legal docs – what actually works in production?
RAG at scale still underperforming for large policy/legal docs – what actually works in production?
- REDDIT · 2026-04-09 · 37 UPVOTESStop Fine-Tuning Embedding Models Right Away. Run This Checklist First. Saved Me Weeks
Stop Fine-Tuning Embedding Models Right Away. Run This Checklist First. Saved Me Weeks
- REDDIT · 2026-04-12 · 32 UPVOTESHybrid search (BM25 + vectors + RRF) barely improved over pure semantic on 600 technical docs. What am I missing?
Hybrid search (BM25 + vectors + RRF) barely improved over pure semantic on 600 technical docs. What am I missing?
- REDDIT · 2025-08-14 · 28 UPVOTESLegal RAG issues
Legal RAG issues
- REDDIT · 2026-01-25 · 28 UPVOTESLooking for testers: 100% local RAG system with one-command setup
Looking for testers: 100% local RAG system with one-command setup
- REDDIT · 2026-04-25 · 28 UPVOTESGraph RAG: anyone actually scaled it past a few thousand docs in production?
Graph RAG: anyone actually scaled it past a few thousand docs in production?
- REDDIT · 2026-01-14 · 26 UPVOTESOpen WebUI RAG at scale still underperforming for large policy/legal docs – what actually works in production?
Open WebUI RAG at scale still underperforming for large policy/legal docs – what actually works in production?
- REDDIT · 2025-11-16 · 25 UPVOTESFully offline multi-modal RAG for NASA Life Sciences PDFs + images + audio + knowledge graphs – best 2025 local stack?
Fully offline multi-modal RAG for NASA Life Sciences PDFs + images + audio + knowledge graphs – best 2025 local stack?
- REDDIT · 2025-05-29 · 23 UPVOTESRAG chatbot using Ollama & langflow. All local, quantized models.
RAG chatbot using Ollama & langflow. All local, quantized models.
- REDDIT · 2026-06-06 · 23 UPVOTESBuilt a fully-local paper-RAG across 2× 1080 Ti + a 3090. Three Ollama gotchas that each cost me a day.
Built a fully-local paper-RAG across 2× 1080 Ti + a 3090. Three Ollama gotchas that each cost me a day.