30 results found Sort:

ddangelov
Top2Vec ddangelov
368
2.9k
bsd-3-clause
38
Top2Vec learns jointly embedded topic, document and word vectors.
bert top2vec text-search topic-search topic-vector topic-modeling semantic-search topic-modelling word-embeddings sentence-encoder document-embedding sentence-transformers text-semantic-similarity pre-trained-language-models
Created 2020-03-20
335 commits to master branch, last one 7 months ago
huggingface
setfit huggingface
205
2.1k
apache-2.0
21
Efficient few-shot learning with Sentence Transformers
nlp few-shot-learning sentence-transformers
Created 2022-06-30
687 commits to main branch, last one about a month ago
embeddings-benchmark
mteb embeddings-benchmark
206
1.6k
apache-2.0
8
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
1,658 commits to main branch, last one 12 hours ago
beir-cellar
beir beir-cellar
174
1.5k
apache-2.0
23
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
dpr nlp ance bert sbert use-qa colbert dataset pytorch benchmark retrieval deep-learning elasticsearch retrieval-models passage-retrieval question-generation zero-shot-retrieval information-retrieval sentence-transformers
Created 2021-01-18
434 commits to main branch, last one 10 months ago
IntelLabs
fastRAG IntelLabs
91
1.1k
apache-2.0
11
Efficient Retrieval Augmentation and Generation Framework
llm nlp colbert benchmark diffusion multi-modal transformers generative-ai summarization knowledge-graph semantic-search question-answering information-retrieval sentence-transformers
Created 2023-01-23
51 commits to main branch, last one 23 days ago
kennethleungty
Llama-2-Open-Source-LLM-CPU-Inference kennethleungty
207
937
mit
14
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
cpu llm nlp faiss llama python chatgpt llama-2 langchain document-qa transformers cpu-inference deep-learning c-transformers language-models open-source-llm machine-learning large-language-models sentence-transformers natural-language-processing
Created 2023-07-06
37 commits to main branch, last one 7 months ago
wangyuxinwhy
uniem wangyuxinwhy
58
781
apache-2.0
7
unified embedding model
nlp embeddings huggingface sentence-embeddings sentence-transformers
Created 2023-05-09
109 commits to main branch, last one 9 months ago
octimot
StoryToolkitAI octimot
51
621
gpl-3.0
23
An editing tool that uses AI to transcribe, understand content and search for anything in your footage, integrated with ChatGPT and other AI models
ai gpt chatgpt editing filmmaking film-editing davinci-resolve video-processing speech-recognition sentence-transformers
Created 2022-09-29
471 commits to main branch, last one 22 days ago
BaranziniLab
KG_RAG BaranziniLab
68
492
apache-2.0
15
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
gpt llm rag gpt4 llama llama2 gpt35turbo bert-models context-aware prompt-tuning bioinformatics knowledge-base knowledge-graph prompt-engineering large-language-models sentence-transformers biomedical-informatics biomedical-applications bioinformatics-algorithms retrieval-augmented-generation
Created 2023-11-11
566 commits to main branch, last one about a month ago
fynnfluegge
codeqai fynnfluegge
46
356
apache-2.0
9
Local first semantic code search and chat powered by vector embeddings and LLMs
gpt llm faiss llama2 ollama openai llamacpp codellama langchain huggingface sentence-transformers
Created 2023-09-17
78 commits to main branch, last one 17 days ago
voidism
DiffCSE voidism
26
288
mit
4
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
sentence-embeddings sentence-similarity contrastive-learning sentence-transformers representation-learning self-supervised-learning
Created 2022-04-13
38 commits to master branch, last one about a year ago
dpressel
mint dpressel
15
245
unknown
8
MinT: Minimal Transformer Library and Tutorials
t5 gpt opt bart bert gpt2 pytorch roberta tutorials transformer transformers transformer-models sentence-transformers
Created 2022-03-23
44 commits to main branch, last one 2 years ago
davidberenstein1957
classy-classification davidberenstein1957
14
207
mit
6
This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.
nlp nlu spacy hacktoberfest machine-learning text-classification sentence-transformers few-shot-classifcation natural-language-processing
Created 2022-02-21
112 commits to main branch, last one 26 days ago
yuanzhoulvpi2017
quick_sentence_transformers yuanzhoulvpi2017
29
148
mit
3
sentence-transformers to onnx 让sbert模型推理效率更快
bert pytorch transformer transformers sentence-transformers
Created 2022-02-23
32 commits to main branch, last one 2 years ago
davidberenstein1957
fast-sentence-transformers davidberenstein1957
9
106
mit
5
This repository, called fast sentence transformers, contains code to run 5X faster sentence transformers using tools like quantization and ONNX.
nlp onnx embeddings hacktoberfest sentence-transformers
This repository has been archived (exclude archived)
Created 2022-04-20
50 commits to main branch, last one 26 days ago
MartinoMensio
spacy-sentence-bert MartinoMensio
7
103
mit
5
Sentence transformers models for SpaCy
nlp bert spacy models sentence-bert sentence-transformers
Created 2020-07-24
17 commits to master branch, last one about a year ago
cpcdoy
rust-sbert cpcdoy
12
103
apache-2.0
4
Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)
nlp bert rust sbert rust-sbert sentence-bert sentence-embeddings sentence-transformers
Created 2020-04-19
69 commits to master branch, last one 9 months ago
limcheekin
open-text-embeddings limcheekin
16
86
mit
4
Open Source Text Embedding Models with OpenAI Compatible API
openai python fastapi langchain aws-lambda embeddings opensource huggingface text-embeddings langchain-python serverless-framework sentence-transformers universal-sentence-encoder
Created 2023-07-08
101 commits to main branch, last one 3 months ago
dell-research-harvard
linktransformer dell-research-harvard
8
85
gpl-3.0
6
A convenient way to link, deduplicate, aggregate and cluster data(frames) in Python using deep learning
nlp python transformers deep-learning record-linkage entity-matching entity-resolution sentence-transformers huggingface-transformers
Created 2023-08-01
118 commits to main branch, last one 14 days ago
DebarshiChanda
Amazon-ML-Challenge2021 DebarshiChanda
11
71
mit
2
Scripts and Approach for Amazon ML Challenge
knn nlp bert gpt-2 mpnet xlnet amazon roberta huggingface transformers similarity-search text-classification sentence-transformers
Created 2021-08-07
12 commits to main branch, last one 2 years ago
hhzrd
BERT-Embedding-Frequently-Asked-Question hhzrd
35
68
apache-2.0
3
FAQ-based Question Answering System using BERT
faq dialogue question faq-system sentence-bert dialogue-systems es-elasticsearch question-answering sentence-embeddings sentence-transformers
Created 2020-07-06
83 commits to master branch, last one about a year ago
flipz357
S3BERT flipz357
4
64
mit
2
Semantically Structured Sentence Embeddings
embeddings explainability explainable-ai sentence-embeddings sentence-transformers
Created 2022-10-10
36 commits to main branch, last one 7 months ago
nikolamilosevic86
local-genAI-search nikolamilosevic86
21
60
gpl-3.0
4
Local-GenAI-Search is a generative search engine based on Llama 3, langchain and qdrant that answers questions based on your local files
local llama3 msmarco python3 langchain generative-ai qdrant-client search-engine sentence-embeddings large-language-models sentence-transformers
Created 2024-05-26
21 commits to main branch, last one 3 days ago
thesephist
ycvibecheck thesephist
3
57
mit
3
Semantic search across every YC company ever. Vibe check your idea?
oaklang torus-dom y-combinator semantic-search sentence-transformers
Created 2022-04-28
32 commits to main branch, last one about a year ago
99sbr
semantic-search-with-sbert 99sbr
22
55
unknown
2
Build Semantic Search with S-BERT and Fine-tune your model in unsupervised way
nlp transformers sematic-search sentence-transformers
Created 2021-06-04
14 commits to main branch, last one 2 years ago
thepushkarp
nalcos thepushkarp
8
54
mit
2
Search Git commits in natural language
nlp python commits huggingface commit-search hacktoberfest natural-language information-retrieval sentence-transformers
Created 2021-09-11
80 commits to main branch, last one about a month ago
hppRC
simple-simcse-ja hppRC
4
53
unknown
2
Exploring Japanese SimCSE
simcse pytorch japanese transformers sentence-embeddings sentence-transformers
Created 2022-11-11
23 commits to main branch, last one 8 months ago
K024
llm-sharp K024
6
37
mit
2
Language models in C#
llm qwen llama csharp baichuan torchsharp llm-inference language-model sentence-transformers
Created 2023-08-16
48 commits to main branch, last one 6 months ago
raphaelsty
neural-tree raphaelsty
2
26
mit
2
Tree-based indexes for neural-search
tree colbert neural-search semantic-search sentence-transformers
Created 2024-02-25
10 commits to main branch, last one 3 months ago
avsolatorio
GISTEmbed avsolatorio
1
26
unknown
3
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddings
mteb fine-tuning huggingface deep-learning embedding-models sentence-embeddings sentence-transformers
Created 2024-02-07
25 commits to main branch, last one 3 months ago