LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised measured on 6 of 194 Embeddings benchmarks6
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
87.8MTEB English v2
Apr 2024released
8K tokensMax input
enLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen+5%—$0.01Languages: not verifiedIOpenYuan Embedding 2.0 Enunstated+9%——KBetterQZhou EmbeddingunstatedOpen+6%——jBetterIngot 8B R3unstated+4%——OpenQwen 3 Embedding 4Bunstated+4%—$0.02Languages: not verifiedModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+5%—$0.01Languages: not verifiedIYuan Embedding 2.0 EnunstatedOpen+9%——KQZhou EmbeddingunstatedOpen+6%——jIngot 8B R3unstated+4%——ModelScoreCostPriceWhat changes
IYuan Embedding 2.0 EnunstatedOpen+9%——KQZhou EmbeddingunstatedOpen+6%——Qwen 3 Embedding 8BunstatedOpen+5%—$0.01Languages: not verifiedQwen 3 Embedding 4BunstatedOpen+4%—$0.02Languages: not verifiediJasper Token Compression 600MunstatedOpen+3%——ModelScoreCostPriceWhat changes
MLLM2Vec Mistral 7B Instruct v2 Mntp SupervisedunstatedOpen-2%——MLLM2Vec Sheared Llama Mntp SupervisedunstatedOpen-5%——MLLM2Vec Mistral 7B Instruct v2 Mntp Unsup SimcseunstatedOpen-10%——MLLM2Vec Meta Llama 3 8B Instruct Mntp Unsup SimcseunstatedOpen-11%——MLLM2Vec Llama 2 7B Chat Hf Mntp Unsup SimcseunstatedOpen-12%——MLLM2Vec Sheared Llama Mntp Unsup SimcseunstatedOpen-16%——MLLM2Vec Llama 2 7B Chat Hf Mntp SupervisedunstatedOpenn/a——All McGill-NLP models →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
LicenceMITfree for commercial use
Benchmarks
in Embeddings & RetrievalBEIR · Retrieval · English56.6#31
FAQ
How much does LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised cost?›
There is no per-unit API price: self-host only.
Is LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised, and what is it best at?›
#22 of 238 in Embeddings.
Is LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised better than SFR Embedding 2 R?›
On MTEB English v2 · Reranking · English, LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised scores 48.9 vs 49 — about the same.
When was LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised released? Is there a newer version?›
Released 2024-04-09. It is the current version in its line.
Is LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised open source?›
Yes, the weights are open (MIT licence).
Can I run LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised?›
LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised is an open-weights embeddings & retrieval model from McGill-NLP, released Apr 2024.
What are the best alternatives to LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised?›
Qwen 3 Embedding 8B (better), Yuan Embedding 2.0 En (open weights).