Pubmedbert Base Embeddings 500K measured on 10 of 194 Embeddings benchmarks10
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
31.8MTEB Medical v1
Jan 2025released
enLanguages
Alternatives?
ModelScoreCostPriceWhat changes
sBetterAll Mpnet Base v2unstatedOpen+14%—$0.005Memory (4-bit): 0 GB → 0.1 GBKOpenQZhou Embeddingunstated×2.1——Memory (4-bit): 0 GB → 4.2 GBsBetterAll MiniLM L12 v2unstatedOpen+13%—$0.005sBetterAll MiniLM L6 v2unstatedOpen+13%—$0.005
BetterQwen 3 Embedding 8BunstatedOpen×2—$0.01Languages: not verified+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
sAll Mpnet Base v2unstatedOpen+14%—$0.005Memory (4-bit): 0 GB → 0.1 GBsAll MiniLM L12 v2unstatedOpen+13%—$0.005sAll MiniLM L6 v2unstatedOpen+13%—$0.005Qwen 3 Embedding 8BunstatedOpen×2—$0.01Languages: not verified+1Qwen 3 Embedding 0.6BunstatedOpen+88%—$0.01Languages: not verified+1ModelScoreCostPriceWhat changes
KQZhou EmbeddingunstatedOpen×2.1——Memory (4-bit): 0 GB → 4.2 GB
Youtu EmbeddingOpen×2.1——Memory (4-bit): 0 GB → 1.6 GBKQZhou Embedding ZhOpen×2.1——Languages: not verified+1iJasper Token Compression 600MunstatedOpen×2——Memory (4-bit): 0 GB → 0.4 GBKKaLM Embedding Multilingual Mini Instruct v2.5unstatedOpen×2——Memory (4-bit): 0 GB → 0.3 GBRun it yourself
estimateFits on✓ 8 GB (phone, laptop) · full quality✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
LicenceApache-2.0free for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does Pubmedbert Base Embeddings 500K cost?›
There is no per-unit API price: self-host only.
Is Pubmedbert Base Embeddings 500K free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Pubmedbert Base Embeddings 500K, and what is it best at?›
#167 of 220 in Embeddings.
Is Pubmedbert Base Embeddings 500K better than Pubmedbert Base Embeddings 1M?›
On MTEB Mandarin Chinese v1 · Classification · Mandarin Chinese, Pubmedbert Base Embeddings 500K scores 38.1 vs 38.1 — about the same.
When was Pubmedbert Base Embeddings 500K released? Is there a newer version?›
Released 2025-01-03. It is the current version in its line.
Is Pubmedbert Base Embeddings 500K open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Pubmedbert Base Embeddings 500K locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Pubmedbert Base Embeddings 500K?›
Pubmedbert Base Embeddings 500K is an open-weights embeddings & retrieval model from NeuML, released Jan 2025.
What are the best alternatives to Pubmedbert Base Embeddings 500K?›
All Mpnet Base v2 (better), QZhou Embedding (open weights).