mSlideOn measured on 10 of 194 Embeddings benchmarks10
BenchmarkByScoreRank
Retrieval1
Other9
No benchmark matches
price not verifiedprice
56BEIR
—released
8K tokensMax input
en, es, fr +7Languages
Alternatives?
ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen+8%—$0.01Languages: not verified+1cOpenC2LLM 7B+8%——Languages: loses es, fr, de +6+1BetterQwen 3 Embedding 4BunstatedOpen+7%—$0.02Languages: not verified+1
Betterpplx Embed v1 4BOpen+5%—$0.03Languages: not verified+1cBetterF2LLM v2 14BunstatedOpen+8%——Memory (4-bit): 0.2 GB → 8.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+8%—$0.01Languages: not verified+1Qwen 3 Embedding 4BunstatedOpen+7%—$0.02Languages: not verified+1pplx Embed v1 4BOpen+5%—$0.03Languages: not verified+1cF2LLM v2 14BunstatedOpen+8%——Memory (4-bit): 0.2 GB → 8.4 GBcC2LLM 7BOpen+8%——Languages: loses es, fr, de +6+1ModelScoreCostPriceWhat changes
cC2LLM 7BOpen+8%——Languages: loses es, fr, de +6+1Qwen 3 Embedding 8BunstatedOpen+8%—$0.01Languages: not verified+1cF2LLM v2 8BunstatedOpen+7%——Memory (4-bit): 0.2 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+7%——Memory (4-bit): 0.2 GB → 2.4 GBQwen 3 Embedding 4BunstatedOpen+7%—$0.02Languages: not verified+1ModelScoreCostPriceWhat changes
lLateOn CodeOpensame——Max input: 8K tokens → 2K tokens+1lmLateOnOpen-2%——Languages: loses sv, no, codelmDenseOnOpen-4%——Languages: loses sv, no, codelLateOn Code EdgeOpen-11%——Max input: 8K tokens → 2K tokens+1lLateOn Code PretrainOpen-15%——Max input: 8K tokens → 2K tokens+1lLateOn Code Edge PretrainOpen-23%——Max input: 8K tokens → 2K tokens+1lDenseOnOpenn/a——Max input: 8K tokens → 1K tokens+1lDenseOn UnsupervisedOpenn/a——Max input: 8K tokens → 1K tokens+1All lightonai models →Run 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 mSlideOn cost?›
There is no per-unit API price: price not verified.
How good is mSlideOn, and what is it best at?›
#34 of 196 in Embeddings.
Is mSlideOn better than Qwen 3 Embedding 0.6B?›
On MTEB Code v1 · Retrieval · multilingual (15 languages), mSlideOn scores 74.8 vs 75.4 — about the same.
Is mSlideOn open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run mSlideOn locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is mSlideOn?›
mSlideOn is an open-weights embeddings & retrieval model from lightonai.
What are the best alternatives to mSlideOn?›
Qwen 3 Embedding 8B (better), C2LLM 7B (open weights).