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Gte Small Zh

Nov 2023
tGte Small Zh
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price not verifiedprice
87.3MTEB Medical v1
Nov 2023released
512Dimensions
1K tokensMax input
enLanguages

Ranking?

Full ranking →
1F2LLM v2 14B45.72F2LLM v2 8B45.53F2LLM v2 4B43.74F2LLM v2 1.7B41.75Jina Embeddings v5 Text Small41.3
···
145Rubert Tiny10.5146Gte Small Zh10.5147Bge Small Zh v1.510.5

Alternatives?

ModelScoreCostPriceWhat changes
iBetterE5 Base v2unstatedOpen×2.6—$0.005Memory (4-bit): 0 GB → 0.1 GBcOpenF2LLM v2 8Bunstated×4.3——Memory (4-bit): 0 GB → 4.5 GBtBetterGte BaseunstatedOpen×2.4—$0.005Memory (4-bit): 0 GB → 0.1 GBBetterBge Base En v1.5unstatedOpen×2.4—$0.005Memory (4-bit): 0 GB → 0.1 GBsBetterAll Mpnet Base v2unstatedOpen×2.3—$0.005Max input: 1K tokens → 0K tokens+1

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 · STS · Mandarin Chinese47.3#58
MTEB Mandarin Chinese v1 · Clustering · Mandarin Chinese49#54
MTEB Mandarin Chinese v1 · Reranking · Mandarin Chinese66.2#39
MTEB Mandarin Chinese v1 · Retrieval · Mandarin Chinese65.5#59
MTEB Mandarin Chinese v1 · Pair Classification · Mandarin Chinese64.9#63
MTEB German v1 · Classification · German44.1#139
MTEB German v1 · Pair Classification · German48.9#147
MTEB German v1 · Clustering · German10.5#146
MTEB Medical v1 · Reranking · Mandarin Chinese87.3#27

FAQ

How much does Gte Small Zh cost?›

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

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

#23 of 202 in Embeddings.

Is Gte Small Zh better than Rubert Tiny?›

On MTEB German v1 · Clustering · German, Gte Small Zh scores 10.5 vs 10.5 — about the same.

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

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

Is Gte Small Zh open source?›

Yes, the weights are open (MIT licence).

Can I run Gte Small Zh locally?›

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

What is Gte Small Zh?›

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

What are the best alternatives to Gte Small Zh?›

E5 Base v2 (better), F2LLM v2 8B (open weights).