Tomoro Colqwen3 Embed 4B measured on 5 of 203 Multimodal benchmarks5
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
86.9MIEB lite
Nov 2025released
2,560Dimensions
262K tokensMax input
Ranking?
Full ranking →···
13ColNanoVDR Q Ettin150M ColVec8B 640 ML83.414Tomoro Colqwen3 Embed 4B83.215Llama Nemoretriever Colembed 3B v183.1Strong at
Alternatives?
ModelScoreCostPriceWhat changes
DBetterArgus Colqwen3.5 9B v0unstatedOpen+3%——Max input: 262K tokens → 33K tokens+1vBetterVultronRetrieverPrime Qwen3.5 8BOpen+2%——Memory (4-bit): 2.4 GB → 5 GBOOpenOps Colqwen3 4B+2%——Max input: 262K tokens → 33K tokens+1
OpenNemotron Colembed VL 8B v2+2%——Memory (4-bit): 2.4 GB → 5.2 GBvOpenVultronRetrieverCore Qwen3.5 4.5B+2%——Memory (4-bit): 2.4 GB → 2.7 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
DArgus Colqwen3.5 9B v0unstatedOpen+3%——Max input: 262K tokens → 33K tokens+1vVultronRetrieverPrime Qwen3.5 8BOpen+2%——Memory (4-bit): 2.4 GB → 5 GBModelScoreCostPriceWhat changes
DArgus Colqwen3.5 9B v0unstatedOpen+3%——Max input: 262K tokens → 33K tokens+1vVultronRetrieverPrime Qwen3.5 8BOpen+2%——Memory (4-bit): 2.4 GB → 5 GBOOps Colqwen3 4BOpen+2%——Max input: 262K tokens → 33K tokens+1Nemotron Colembed VL 8B v2Open+2%——Memory (4-bit): 2.4 GB → 5.2 GBvVultronRetrieverCore Qwen3.5 4.5BOpen+2%——Memory (4-bit): 2.4 GB → 2.7 GBModelScoreCostPriceWhat changes
TTomoro Colqwen3 Embed 8BOpensame——Memory (4-bit): 2.4 GB → 4.8 GBAll TomoroAI models →Run it yourself
estimateFits on✓ 8 GB (phone, laptop) · 8-bit✓ 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 Tomoro Colqwen3 Embed 4B cost?›
There is no per-unit API price: self-host only.
Is Tomoro Colqwen3 Embed 4B free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Tomoro Colqwen3 Embed 4B, and what is it best at?›
#20 of 89 in Multimodal. Strongest at: Embeddings & Retrieval.
Is Tomoro Colqwen3 Embed 4B better than ColNanoVDR Q Ettin150M ColVec8B 640 ML?›
On ViDoRe v1&v2 · Mean over tasks · multilingual (4 languages), Tomoro Colqwen3 Embed 4B scores 83.2 vs 83.4 — about the same.
When was Tomoro Colqwen3 Embed 4B released? Is there a newer version?›
Released 2025-11-26. It is the current version in its line.
Is Tomoro Colqwen3 Embed 4B open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Tomoro Colqwen3 Embed 4B locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Tomoro Colqwen3 Embed 4B?›
Tomoro Colqwen3 Embed 4B is an open-weights embeddings & retrieval model from TomoroAI, released Nov 2025.
What are the best alternatives to Tomoro Colqwen3 Embed 4B?›
Argus Colqwen3.5 9B v0 (better).