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Ternary Weight Embedding

Oct 2024
mTernary Weight Embedding
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on
self-host onlyprice
1.8MTEB English v2
Oct 2024released
1K tokensMax input

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
Licencenot verified

Benchmarks

in Embeddings & Retrieval

FAQ

How much does Ternary Weight Embedding cost?›

There is no per-unit API price: self-host only.

Is Ternary Weight Embedding free to use?›

There is no free API. The weights are open, so you can run it yourself.

How good is Ternary Weight Embedding, and what is it best at?›

#200 of 200 in Embeddings.

Is Ternary Weight Embedding better than Deberta v1 Base?›

On MTEB English v2 · Retrieval · English, Ternary Weight Embedding scores 1.8 vs 2.1 — about the same.

When was Ternary Weight Embedding released? Is there a newer version?›

Released 2024-10-23. It is the current version in its line.

Is Ternary Weight Embedding open source?›

Yes, the weights are open.

Can I run Ternary Weight Embedding locally?›

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

What is Ternary Weight Embedding?›

Ternary Weight Embedding is an open-weights embeddings & retrieval model from malenia1, released Oct 2024.

What are the best alternatives to Ternary Weight Embedding?›

EmbeddingGemma 300M (better), Yuan Embedding 2.0 En (open weights).