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VultronRetrieverFlash Qwen3.5 0.8B

Jun 2026
vVultronRetrieverFlash Qwen3.5 0.8B
Compare in
on
self-host onlyprice
83.7MIEB lite
Jun 2026released
262K tokensMax input
en, es, fr +3Languages

Ranking?

Full ranking →
1Argus Colqwen3.5 9B v0862VultronRetrieverPrime Qwen3.5 8B85.33Ops Colqwen3 4B84.94Nemotron Colembed VL 8B v284.85VultronRetrieverCore Qwen3.5 4.5B84.8
···
26SauerkrautLM ColQwen3 2B v0.18127VultronRetrieverFlash Qwen3.5 0.8B80.228Colnomic Embed Multimodal 3B80.1

Strong at

B
Embeddings & Retrieval#30 of 89

Alternatives?

ModelScoreCostPriceWhat changes
DBetterArgus Colqwen3.5 9B v0unstatedOpen+7%——Max input: 262K tokens → 33K tokens+2vBetterVultronRetrieverPrime Qwen3.5 8BOpen+6%——Memory (4-bit): 0.5 GB → 5 GBOBetterOps Colqwen3 4BOpen+6%——Max input: 262K tokens → 33K tokens+2BetterNemotron Colembed VL 8B v2Open+6%——Languages: not verified+1vBetterVultronRetrieverCore Qwen3.5 4.5BOpen+6%——Memory (4-bit): 0.5 GB → 2.7 GB

Run it yourself

estimate
Fits 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 & Retrieval
MIEB English · Document Understanding · English88.2#30
MIEB lite · Document Understanding · English83.7#30
MIEB multilingual · Document Understanding · English88.2#30
ViDoRe v3 · Mean over tasks · multilingual (6 languages)56.2#25
ViDoRe v1&v2 · Mean over tasks · multilingual (4 languages)80.2#27

FAQ

How much does VultronRetrieverFlash Qwen3.5 0.8B cost?›

There is no per-unit API price: self-host only.

Is VultronRetrieverFlash Qwen3.5 0.8B free to use?›

There is no free API. The weights are open, so you can run it yourself.

How good is VultronRetrieverFlash Qwen3.5 0.8B, and what is it best at?›

#30 of 89 in Multimodal.

Is VultronRetrieverFlash Qwen3.5 0.8B better than SauerkrautLM ColQwen3 2B v0.1?›

On ViDoRe v1&v2 · Mean over tasks · multilingual (4 languages), VultronRetrieverFlash Qwen3.5 0.8B scores 80.2 vs 81 — about the same.

When was VultronRetrieverFlash Qwen3.5 0.8B released? Is there a newer version?›

Released 2026-06-21. It is the current version in its line.

Is VultronRetrieverFlash Qwen3.5 0.8B open source?›

Yes, the weights are open (Apache-2.0 licence).

Can I run VultronRetrieverFlash Qwen3.5 0.8B locally?›

The weights are open and can be self-hosted; hardware needs are not confirmed yet.

What is VultronRetrieverFlash Qwen3.5 0.8B?›

VultronRetrieverFlash Qwen3.5 0.8B is an open-weights embeddings & retrieval model from vultr, released Jun 2026.

What are the best alternatives to VultronRetrieverFlash Qwen3.5 0.8B?›

Argus Colqwen3.5 9B v0 (better).