VultronRetrieverCore Qwen3.5 4.5B measured on 5 of 203 Multimodal benchmarks5
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
88.9MIEB lite
Jun 2026released
262K tokensMax input
en, es, fr +3Languages
Ranking?
Full ranking →Strong at
Alternatives?
ModelScoreCostPriceWhat changes
DOpenArgus Colqwen3.5 9B v0unstatedsame——Max input: 262K tokens → 33K tokens+2
OpenNemotron Colembed VL 8B v2same——Languages: not verified+1DOpenArgus Colqwen3.5 4B v0unstatedsame——Max input: 262K tokens → 33K tokens+2vOpenVultronRetrieverPrime Qwen3.5 8Bsame——Memory (4-bit): 2.7 GB → 5 GBOpenLlama Nemotron Colembed VL 3B v2same——Max input: 262K tokens → 8K tokens+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
DArgus Colqwen3.5 9B v0unstatedOpensame——Max input: 262K tokens → 33K tokens+2Nemotron Colembed VL 8B v2Opensame——Languages: not verified+1DArgus Colqwen3.5 4B v0unstatedOpensame——Max input: 262K tokens → 33K tokens+2vVultronRetrieverPrime Qwen3.5 8BOpensame——Memory (4-bit): 2.7 GB → 5 GBLlama Nemotron Colembed VL 3B v2Opensame——Max input: 262K tokens → 8K tokens+1Run 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 VultronRetrieverCore Qwen3.5 4.5B cost?›
There is no per-unit API price: self-host only.
Is VultronRetrieverCore Qwen3.5 4.5B free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is VultronRetrieverCore Qwen3.5 4.5B, and what is it best at?›
#5 of 89 in Multimodal. Strongest at: Embeddings & Retrieval.
Is VultronRetrieverCore Qwen3.5 4.5B better than Argus Colqwen3.5 4B v0?›
On MIEB English · Document Understanding · English, VultronRetrieverCore Qwen3.5 4.5B scores 92.2 vs 92.3 — about the same.
When was VultronRetrieverCore Qwen3.5 4.5B released? Is there a newer version?›
Released 2026-06-22. It is the current version in its line.
Is VultronRetrieverCore Qwen3.5 4.5B open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run VultronRetrieverCore Qwen3.5 4.5B locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is VultronRetrieverCore Qwen3.5 4.5B?›
VultronRetrieverCore Qwen3.5 4.5B is an open-weights embeddings & retrieval model from vultr, released Jun 2026.
What are the best alternatives to VultronRetrieverCore Qwen3.5 4.5B?›
Argus Colqwen3.5 9B v0 (open weights).