Qodo Embed 1 7B measured on 3 of 261 Embeddings benchmarks3
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
71.3CoIR
Feb 2025released
3,584Dimensions
33K tokensMax input
Java, Javascript, Ruby +6Languages
Alternatives?
ModelScoreCostPriceWhat changes
Betterpplx Embed v1 0.6BOpen+4%—$0.004Languages: not verifiedcOpenF2LLM v2 14Bunstated+12%——Memory (4-bit): 4.2 GB → 8.4 GB
BetterQwen 3 Embedding 8BunstatedOpen+12%—$0.01Languages: not verified+1BetterQwen 3 Embedding 0.6BunstatedOpen+5%—$0.01Languages: not verifiedBetterQwen 3 Embedding 4BunstatedOpen+11%—$0.02Languages: not verifiedModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
pplx Embed v1 0.6BOpen+4%—$0.004Languages: not verifiedQwen 3 Embedding 8BunstatedOpen+12%—$0.01Languages: not verified+1Qwen 3 Embedding 0.6BunstatedOpen+5%—$0.01Languages: not verifiedQwen 3 Embedding 4BunstatedOpen+11%—$0.02Languages: not verifiedpplx Embed v1 4BOpen+8%—$0.03Languages: not verifiedModelScoreCostPriceWhat changes
cF2LLM v2 14BunstatedOpen+12%——Memory (4-bit): 4.2 GB → 8.4 GBQwen 3 Embedding 8BunstatedOpen+12%—$0.01Languages: not verified+1cC2LLM 7BOpen+12%——Languages: loses Java, Javascript, Ruby +6+1cF2LLM v2 8BunstatedOpen+12%——Memory (4-bit): 4.2 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+12%——Run it yourself
estimateFits on✓ 8 GB (phone, laptop) · 8-bit✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
Licencehttps://huggingface.co/Qodo/Qodo-Embed-1-1.5B/blob/main/LICENSEcommercial use with conditions
Benchmarks
in Embeddings & RetrievalFAQ
How much does Qodo Embed 1 7B cost?›
There is no per-unit API price: self-host only.
Is Qodo Embed 1 7B free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Qodo Embed 1 7B, and what is it best at?›
#25 of 58 in Embeddings.
Is Qodo Embed 1 7B better than Giga Embeddings Instruct 480M 0826?›
On CoIR · Mean over task types · multilingual (9 languages), Qodo Embed 1 7B scores 71.3 vs 72.5 — lower.
When was Qodo Embed 1 7B released? Is there a newer version?›
Released 2025-02-24. It is the current version in its line.
Is Qodo Embed 1 7B open source?›
Yes, the weights are open (https://huggingface.co/Qodo/Qodo-Embed-1-1.5B/blob/main/LICENSE licence).
Can I run Qodo Embed 1 7B locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Qodo Embed 1 7B?›
Qodo Embed 1 7B is an open-weights embeddings & retrieval model from Qodo, released Feb 2025.
What are the best alternatives to Qodo Embed 1 7B?›
pplx Embed v1 0.6B (better), F2LLM v2 14B (open weights).