Giga Embeddings Instruct 480M 0826 measured on 23 of 194 Embeddings benchmarks23
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
56.3MTEB English v2
Aug 2026released
1,024Dimensions
8K tokensMax input
en, ruLanguages
Rankingconfiguration unstated?
Full ranking →···
26LGAI Embedding Preview9027Giga Embeddings Instruct 480M 08269028Seed1.5 Embedding89.9Strong at
Alternatives?
ModelScoreCostPriceWhat changes
VBetterVoyage 3 M Expunstated+6%——Languages: not verifiedcOpenF2LLM 4Bunstated+2%——Languages: loses ru+1cOpenF2LLM v2 4Bunstated+2%——Memory (4-bit): 0.3 GB → 2.4 GBaOpenGiga Embeddings Instruct 10B A1.8B 0826unstated+2%——Memory (4-bit): 0.3 GB → 6.3 GBcOpenF2LLM v2 8Bunstated+2%——Memory (4-bit): 0.3 GB → 4.5 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
VVoyage 3 M Expunstated+6%——Languages: not verifiedModelScoreCostPriceWhat changes
cF2LLM 4BunstatedOpen+2%——Languages: loses ru+1cF2LLM v2 4BunstatedOpen+2%——Memory (4-bit): 0.3 GB → 2.4 GBaGiga Embeddings Instruct 10B A1.8B 0826unstatedOpen+2%——Memory (4-bit): 0.3 GB → 6.3 GBcF2LLM v2 8BunstatedOpen+2%——Memory (4-bit): 0.3 GB → 4.5 GBaGiga Embeddings Instruct 3B 0826unstatedOpen+2%——Memory (4-bit): 0.3 GB → 1.9 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
LicenceMITfree for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does Giga Embeddings Instruct 480M 0826 cost?›
There is no per-unit API price: self-host only.
Is Giga Embeddings Instruct 480M 0826 free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Giga Embeddings Instruct 480M 0826, and what is it best at?›
#48 of 200 in Embeddings. Strongest at: Embeddings & Retrieval.
Is Giga Embeddings Instruct 480M 0826 better than LGAI Embedding Preview?›
On MTEB English v2 · Classification · English, Giga Embeddings Instruct 480M 0826 scores 90 vs 90 — about the same.
When was Giga Embeddings Instruct 480M 0826 released? Is there a newer version?›
Released 2026-08-10. It is the current version in its line.
Is Giga Embeddings Instruct 480M 0826 open source?›
Yes, the weights are open (MIT licence).
Can I run Giga Embeddings Instruct 480M 0826 locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Giga Embeddings Instruct 480M 0826?›
Giga Embeddings Instruct 480M 0826 is an open-weights embeddings & retrieval model from ai-sage, released Aug 2026.
What are the best alternatives to Giga Embeddings Instruct 480M 0826?›
Voyage 3 M Exp (better), F2LLM 4B (open weights).