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 • 19 • 20 -
NeuML/colbert-muvera-pico
Sentence Similarity • 448k • Updated • 12 • 1 -
NeuML/colbert-muvera-nano
Sentence Similarity • 970k • Updated • 11 • 1 -
NeuML/colbert-muvera-micro
Sentence Similarity • Updated • 308 • 25
Set of BERT models with a modified embeddings layer
Late interaction models
-
NeuML/colbert-muvera-femto
Sentence Similarity • 243k • Updated • 19 • 20 -
NeuML/colbert-muvera-pico
Sentence Similarity • 448k • Updated • 12 • 1 -
NeuML/colbert-muvera-nano
Sentence Similarity • 970k • Updated • 11 • 1 -
NeuML/colbert-muvera-micro
Sentence Similarity • Updated • 308 • 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/txtai-arxiv
Sentence Similarity
•
Updated
•
32
•
19
NeuML/txtai-wikipedia-slim
Sentence Similarity
•
Updated
•
39
•
5
NeuML/txtai-wikipedia
Sentence Similarity
•
Updated
•
148
•
75
NeuML/txtai-apps
Updated
•
2
NeuML/bert-hash-nano
Updated
•
259
•
12
NeuML/bert-hash-pico
Updated
•
13
•
2
NeuML/bert-hash-femto
Updated
•
13
•
11
NeuML/colbert-muvera-nano
Sentence Similarity
•
970k
•
Updated
•
11
•
1
NeuML/colbert-muvera-pico
Sentence Similarity
•
448k
•
Updated
•
12
•
1
NeuML/colbert-muvera-femto
Sentence Similarity
•
243k
•
Updated
•
19
•
20
datasets
11
NeuML/pubmed-highlycited
Viewer
•
Updated
•
100
•
17
•
1
NeuML/wikipedia-20251101
Viewer
•
Updated
•
4.85M
•
414
•
1
NeuML/wikipedia-20250620
Viewer
•
Updated
•
4.81M
•
183
•
3
NeuML/pubmed-hmpv
Viewer
•
Updated
•
1.95k
•
34
•
2
NeuML/pubmed-h5n1
Viewer
•
Updated
•
7.87k
•
44
•
2
NeuML/constellations
Viewer
•
Updated
•
11.7k
•
23
•
2
NeuML/wikipedia-20250123
Viewer
•
Updated
•
4.72M
•
161
•
6
NeuML/neuml-linkedin-202501
Viewer
•
Updated
•
258
•
180
•
1
NeuML/wikipedia-20240901
Viewer
•
Updated
•
4.71M
•
176
•
3
NeuML/wikipedia-20240101
Viewer
•
Updated
•
1.06M
•
278
•
6