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Gte Base Zh

Nov 2023
tGte Base Zh
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price not verifiedprice
87.2MTEB Medical v1
Nov 2023released
768Dimensions
1K tokensMax input
enLanguages

Ranking?

Full ranking →
1Gte Qwen2 7B Instruct65.32German Semantic STS v263.23Gte Qwen1.5 7B Instruct624F2LLM v2 14B59.85F2LLM v2 8B59.1
···
84Stella En 400M v550.185Gte Base Zh5086Gte Large50

Alternatives?

ModelScoreCostPriceWhat changes
iBetterMultilingual E5 LargeunstatedOpen+8%—$0.01Memory (4-bit): 0.1 GB → 0.3 GBOpenGte Qwen2 7B Instructunstated+30%——Languages: not verified+1iBetterMultilingual E5 Large InstructunstatedOpen+6%—$0.01Memory (4-bit): 0.1 GB → 0.3 GBBetterJina Embeddings v5 Text NanounstatedOpen+12%—$0.02Languages: not verifiedBetterText Embedding 3 Smallunstated+9%—$0.02Languages: not verified

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
LicenceMITfree for commercial use

Benchmarks

in Embeddings & Retrieval
MTEB Mandarin Chinese v1 · Retrieval · Mandarin Chinese71.7#39
MTEB Mandarin Chinese v1 · STS · Mandarin Chinese54.9#32
MTEB Mandarin Chinese v1 · Reranking · Mandarin Chinese67#29
MTEB Mandarin Chinese v1 · Clustering · Mandarin Chinese53.9#39
MTEB Mandarin Chinese v1 · Pair Classification · Mandarin Chinese74.8#33
MTEB German v1 · Clustering · German14.6#127
MTEB German v1 · Classification · German44.2#135
MTEB German v1 · Pair Classification · German50#85
MTEB Medical v1 · Reranking · Mandarin Chinese87.2#28

FAQ

How much does Gte Base Zh cost?›

There is no per-unit API price: price not verified.

How good is Gte Base Zh, and what is it best at?›

#24 of 199 in Embeddings.

Is Gte Base Zh better than Stella En 400M v5?›

On MTEB German v1 · Pair Classification · German, Gte Base Zh scores 50 vs 50.1 — about the same.

When was Gte Base Zh released? Is there a newer version?›

Released 2023-11-08. It is the current version in its line.

Is Gte Base Zh open source?›

Yes, the weights are open (MIT licence).

Can I run Gte Base Zh locally?›

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

What is Gte Base Zh?›

Gte Base Zh is an open-weights embeddings & retrieval model from thenlper, released Nov 2023.

What are the best alternatives to Gte Base Zh?›

Multilingual E5 Large (better), Gte Qwen2 7B Instruct (open weights).