LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised measured on 6 of 261 Embeddings benchmarks6
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
87.8MTEB English v2
Apr 2024released
8K tokensMax input
enLanguages
Alternatives?
ModelScoreCostPriceWhat changes
VBetterVoyage Large 2 Instructunstated+4%—$0.12Languages: not verifiedKOpenQZhou Embeddingunstated+5%——jBetterIngot 8B R3unstated+7%——Languages: not verifiedTBetterConan Embedding v2unstated+6%——iBetterJasper Token Compression 600MunstatedOpen+3%——ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
VVoyage Large 2 Instructunstated+4%—$0.12Languages: not verifiedjIngot 8B R3unstated+7%——Languages: not verifiedTConan Embedding v2unstated+6%——KQZhou EmbeddingunstatedOpen+5%——iJasper Token Compression 600MunstatedOpen+3%——ModelScoreCostPriceWhat changes
KQZhou EmbeddingunstatedOpen+5%——iJasper Token Compression 600MunstatedOpen+3%——KNano Em1 0.6B v2.1unstatedOpen+2%——
NV Embed v2unstatedOpensame——Memory (4-bit): 4.5 GB → 4.7 GBaLGAI Embedding PreviewunstatedOpensame——ModelScoreCostPriceWhat changes
MLLM2Vec Llama 2 7B Chat Hf Mntp SupervisedunstatedOpensame——MLLM2Vec Mistral 7B Instruct v2 Mntp SupervisedunstatedOpensame——MLLM2Vec Sheared Llama Mntp SupervisedunstatedOpen-2%——MLLM2Vec Mistral 7B Instruct v2 Mntp Unsup SimcseunstatedOpen-8%——MLLM2Vec Meta Llama 3 8B Instruct Mntp Unsup SimcseunstatedOpen-11%——MLLM2Vec Llama 2 7B Chat Hf Mntp Unsup SimcseunstatedOpen-11%——MLLM2Vec Sheared Llama Mntp Unsup SimcseunstatedOpen-18%——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#30
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 LENS D4000?›
On MTEB English v2 · Pair Classification · English, LLM2Vec Meta Llama 3 8B Instruct Mntp Supervised scores 87.8 vs 87.9 — 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?›
Voyage Large 2 Instruct (better), QZhou Embedding (open weights).