Set of BERT models with a modified embeddings layer
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NeuML is the company behind txtai, one of the most popular open-source AI frameworks in the world.
We are building a suite of applications to make it easy to integrate AI into production.
Late interaction models
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NeuML/colbert-muvera-femto
Sentence Similarity • 243k • Updated • 64 • 20 -
NeuML/colbert-muvera-pico
Sentence Similarity • 448k • Updated • 13 • 1 -
NeuML/colbert-muvera-nano
Sentence Similarity • 970k • Updated • 43 • 1 -
NeuML/colbert-muvera-micro
Sentence Similarity • 4.39M • Updated • 337 • 25
Set of BERT models with a modified embeddings layer
Late interaction models
-
NeuML/colbert-muvera-femto
Sentence Similarity • 243k • Updated • 64 • 20 -
NeuML/colbert-muvera-pico
Sentence Similarity • 448k • Updated • 13 • 1 -
NeuML/colbert-muvera-nano
Sentence Similarity • 970k • Updated • 43 • 1 -
NeuML/colbert-muvera-micro
Sentence Similarity • 4.39M • Updated • 337 • 25
spaces
8
pinned
Running
16
txtai
💡
Build and apply text workflows
Running
5
Imagesearch
🖼
Search images using text queries
Running
4
Similarity
âš¡
Find the most similar text to your query
Running
5
Wikisummary
📈
Summarize Wikipedia articles
Running
3
Baseball
âš¾
Find similar baseball players using stats
models
56
NeuML/colbert-muvera-pico
Sentence Similarity
•
448k
•
Updated
•
13
•
1
NeuML/colbert-muvera-femto
Sentence Similarity
•
243k
•
Updated
•
64
•
20
NeuML/colbert-muvera-small
Sentence Similarity
•
33.4M
•
Updated
•
25
•
10
NeuML/colbert-muvera-micro
Sentence Similarity
•
4.39M
•
Updated
•
337
•
25
NeuML/pubmedbert-base-colbert
Sentence Similarity
•
0.1B
•
Updated
•
210
•
6
NeuML/colbert-muvera-nano
Sentence Similarity
•
970k
•
Updated
•
43
•
1
NeuML/txtai-arxiv
Sentence Similarity
•
Updated
•
37
•
19
NeuML/txtai-wikipedia-slim
Sentence Similarity
•
Updated
•
39
•
5
NeuML/txtai-wikipedia
Sentence Similarity
•
Updated
•
172
•
75
NeuML/txtai-apps
Updated
•
2
datasets
11
NeuML/pubmed-highlycited
Viewer
•
Updated
•
100
•
22
•
1
NeuML/wikipedia-20251101
Viewer
•
Updated
•
4.85M
•
497
•
1
NeuML/wikipedia-20250620
Viewer
•
Updated
•
4.81M
•
162
•
3
NeuML/pubmed-hmpv
Viewer
•
Updated
•
1.95k
•
35
•
2
NeuML/pubmed-h5n1
Viewer
•
Updated
•
7.87k
•
41
•
2
NeuML/constellations
Viewer
•
Updated
•
11.7k
•
26
•
2
NeuML/wikipedia-20250123
Viewer
•
Updated
•
4.72M
•
170
•
6
NeuML/neuml-linkedin-202501
Viewer
•
Updated
•
258
•
182
•
1
NeuML/wikipedia-20240901
Viewer
•
Updated
•
4.71M
•
158
•
3
NeuML/wikipedia-20240101
Viewer
•
Updated
•
1.06M
•
286
•
6