11 results found Sort:

embeddings-benchmark
mteb embeddings-benchmark
289
2.0k
apache-2.0
15
MTEB: Massive Text Embedding Benchmark
sts 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
2,116 commits to main branch, last one 18 hours ago
xlang-ai
instructor-embedding xlang-ai
138
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
124 commits to main branch, last one 4 months ago
Muennighoff
sgpt Muennighoff
54
856
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 10 months ago
ContextualAI
gritlm ContextualAI
42
577
mit
9
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
63 commits to main branch, last one about a month ago
SeanLee97
AnglE SeanLee97
34
502
mit
10
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
309 commits to main branch, last one 25 days ago
neonwatty
meme-search neonwatty
17
421
apache-2.0
3
The open source Meme Search Engine. Free and built to self-host locally with Python, Ruby, and Docker.
ruby docker python demo-app self-hosted generative-ai ruby-on-rails text-embedding vector-database machine-learning large-language-models vision-language-model
Created 2024-06-08
313 commits to main branch, last one 21 days ago
staoxiao
RetroMAE staoxiao
19
245
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 11 months ago
hugochan
KATE hugochan
48
142
bsd-3-clause
6
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 4 years ago
VectorInstitute
vector-inference VectorInstitute
7
43
mit
7
Efficient LLM inference on Slurm clusters using vLLM.
llm vlm vllm inference llm-inference text-embedding reward-modeling
Created 2024-03-06
217 commits to main branch, last one 26 days ago
milosgajdos
go-embeddings milosgajdos
0
41
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
39 commits to main branch, last one 6 days ago
alash3al
vecdb alash3al
1
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 4 months ago