Halong Embedding measured on 8 of 194 Embeddings benchmarks8
BenchmarkByScoreRank
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price not verifiedprice
43.4VN-MTEB Vietnamese v1
Jul 2024released
768Dimensions
1K tokensMax input
en, VietnameseLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterBge M3unstatedOpen+4%—$0.01Languages: not verified+1cOpenF2LLM v2 8Bunstated+5%——Memory (4-bit): 0.2 GB → 4.5 GBiBetterMultilingual E5 LargeunstatedOpen+3%—$0.01Memory (4-bit): 0.2 GB → 0.3 GB
BetterJina Embeddings v5 Text SmallunstatedOpen+4%—$0.05Languages: not verified+1cBetterF2LLM v2 1.7BunstatedOpen+5%——Memory (4-bit): 0.2 GB → 1 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Bge M3unstatedOpen+4%—$0.01Languages: not verified+1iMultilingual E5 LargeunstatedOpen+3%—$0.01Memory (4-bit): 0.2 GB → 0.3 GBJina Embeddings v5 Text SmallunstatedOpen+4%—$0.05Languages: not verified+1cF2LLM v2 8BunstatedOpen+5%——Memory (4-bit): 0.2 GB → 4.5 GBcF2LLM v2 1.7BunstatedOpen+5%——Memory (4-bit): 0.2 GB → 1 GBModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen+5%——Memory (4-bit): 0.2 GB → 4.5 GBcF2LLM v2 1.7BunstatedOpen+5%——Memory (4-bit): 0.2 GB → 1 GBcF2LLM v2 0.6BunstatedOpen+4%——Memory (4-bit): 0.2 GB → 0.4 GBBge M3unstatedOpen+4%—$0.01Languages: not verified+1Jina Embeddings v5 Text SmallunstatedOpen+4%—$0.05Languages: not verified+1Run 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 Bekko Embedding v1 A8m?›
On VN-MTEB Vietnamese v1 · Pair Classification · Vietnamese, Halong Embedding scores 81.4 vs 81.5 — 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?›
Bge M3 (better), F2LLM v2 8B (open weights).