Halong Embedding measured on 8 of 194 Embeddings benchmarks8
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price not verifiedprice
43.4VN-MTEB Vietnamese v1
Jul 2024released
768Dimensions
1K tokensMax input
en, VietnameseLanguages
Alternatives?
ModelScoreCostPriceWhat changes
iBetterMultilingual E5 Large InstructunstatedOpen+7%—$0.01Memory (4-bit): 0.2 GB → 0.3 GB
OpenJina Embeddings v5 Text Smallunstated+11%—$0.05Languages: not verified+1iBetterMultilingual E5 LargeunstatedOpen+4%—$0.01Memory (4-bit): 0.2 GB → 0.3 GBiBetterE5 Mistral 7B InstructunstatedOpen+5%—$0.022Languages: loses Vietnamese+1cBetterF2LLM v2 8BunstatedOpen+7%——Memory (4-bit): 0.2 GB → 4.5 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
iMultilingual E5 Large InstructunstatedOpen+7%—$0.01Memory (4-bit): 0.2 GB → 0.3 GBiMultilingual E5 LargeunstatedOpen+4%—$0.01Memory (4-bit): 0.2 GB → 0.3 GBiE5 Mistral 7B InstructunstatedOpen+5%—$0.022Languages: loses Vietnamese+1Jina Embeddings v5 Text SmallunstatedOpen+11%—$0.05Languages: not verified+1cF2LLM v2 8BunstatedOpen+7%——Memory (4-bit): 0.2 GB → 4.5 GBModelScoreCostPriceWhat changes
Jina Embeddings v5 Text SmallunstatedOpen+11%—$0.05Languages: not verified+1cF2LLM v2 8BunstatedOpen+7%——Memory (4-bit): 0.2 GB → 4.5 GBiMultilingual E5 Large InstructunstatedOpen+7%—$0.01Memory (4-bit): 0.2 GB → 0.3 GBcF2LLM v2 4BunstatedOpen+7%——Memory (4-bit): 0.2 GB → 2.4 GBcF2LLM v2 1.7BunstatedOpen+6%——Memory (4-bit): 0.2 GB → 1 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 Halong Embedding cost?›
There is no per-unit API price: price not verified.
How good is Halong Embedding, and what is it best at?›
#20 of 32 in Embeddings.
Is Halong Embedding better than Vietnamese Embedding?›
On VN-MTEB Vietnamese v1 · STS · Vietnamese, Halong Embedding scores 77.4 vs 77.5 — about the same.
When was Halong Embedding released? Is there a newer version?›
Released 2024-07-06. It is the current version in its line.
Is Halong Embedding open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Halong Embedding locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Halong Embedding?›
Halong Embedding is an open-weights embeddings & retrieval model from contextboxai, released Jul 2024.
What are the best alternatives to Halong Embedding?›
Multilingual E5 Large Instruct (better), Jina Embeddings v5 Text Small (open weights).