11 results found Sort:

embeddings-benchmark
mteb embeddings-benchmark
371
2.4k
apache-2.0
19
MTEB: Massive Text Embedding Benchmark
sts mteb sgpt sbert benchmark reranking retrieval clustering bitext-mining neural-search text-embedding semantic-search multilingual-nlp text-classification information-retrieval sentence-transformers
Created 2022-04-05
2,845 commits to main branch, last one a day ago
xlang-ai
instructor-embedding xlang-ai
146
1.9k
apache-2.0
18
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
embeddings language-model text-embedding text-reranking text-clustering text-evaluation prompt-retrieval text-classification information-retrieval text-semantic-similarity
Created 2022-12-17
125 commits to main branch, last one 3 months ago
Muennighoff
sgpt Muennighoff
54
864
mit
8
SGPT: GPT Sentence Embeddings for Semantic Search
gpt sgpt retrieval neural-search language-model text-embedding semantic-search sentence-embeddings information-retrieval large-language-models
Created 2022-02-11
65 commits to main branch, last one about a year ago
ContextualAI
gritlm ContextualAI
42
619
mit
10
Generative Representational Instruction Tuning
llm grit llms mteb sgpt sbert embedding retrieval embeddings text-embedding embedding-models instruction-tuning information-retrieval
Created 2024-02-15
67 commits to main branch, last one about a month ago
SeanLee97
AnglE SeanLee97
36
532
mit
9
Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
llm rag sts mteb llama llama2 text2vec embeddings text-vector stsbenchmark text-embedding dense-retrieval sentence-vector text-similarity sentence-embedding semantic-similarity sentence-embeddings information-retrieval semantic-textual-similarity retrieval-augmented-generation
Created 2023-10-17
323 commits to main branch, last one about a month ago
staoxiao
RetroMAE staoxiao
21
258
apache-2.0
8
Codebase for RetroMAE and beyond.
language-model text-embedding pretrained-models information-retrieval
Created 2022-10-18
25 commits to master branch, last one about a year ago
hugochan
KATE hugochan
48
144
bsd-3-clause
5
Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"
autoencoder text-mining deep-learning text-embedding topic-modeling word-embedding representation-learning
Created 2016-12-06
156 commits to master branch, last one 5 years ago
VectorInstitute
vector-inference VectorInstitute
10
56
mit
6
Efficient LLM inference on Slurm clusters using vLLM.
llm vlm vllm inference llm-inference text-embedding reward-modeling
Created 2024-03-06
568 commits to main branch, last one a day ago
milosgajdos
go-embeddings milosgajdos
0
53
apache-2.0
2
Go module for fetching embeddings from embeddings providers
ai go llm cohere golang ollama openai bedrock vertex-ai embeddings aws-bedrock text-embedding text-embeddings
Created 2023-11-28
43 commits to main branch, last one 14 days ago
alash3al
vecdb alash3al
2
33
mit
1
a vector embedding database with multiple storage engines and AI embedding integrations
ai gemini database text-embedding vector-database machine-learning vector-embeddings
Created 2024-07-08
16 commits to main branch, last one 8 months ago
AstraBert
SenTrEv AstraBert
2
25
mit
1
Simple customizable evaluation for text retrieval performance of Sentence Transformers embedders on PDFs
python qdrant embedders python-package text-embedding semantic-search vector-database evaluation-framework sentence-transformers
Created 2024-11-24
14 commits to main branch, last one 2 months ago