# Deep Narrow Architecture

T5 Efficient Large
Apache-2.0
T5-Efficient-LARGE is a variant based on Google's T5, optimized for downstream task performance with a deep narrow architecture, featuring 737.7 million parameters.
Large Language Model English
T
google
183
4
T5 Efficient Tiny Ff12000
Apache-2.0
T5-Efficient-TINY-FF12000 is a variant of Google's original T5, adopting a deep narrow architecture that demonstrates superior downstream task performance among models with similar parameter counts.
Large Language Model English
T
google
16
0
T5 Efficient Small Kv32
Apache-2.0
T5-Efficient-SMALL-KV32 is a variant of Google's original T5, adopting a deep narrow architecture focused on improving downstream task performance.
Large Language Model English
T
google
16
0
T5 Efficient Small Dm768
Apache-2.0
T5-Efficient-SMALL-DM768 is a variant of Google's original T5, adopting a deep narrow architecture that prioritizes increasing model depth to enhance downstream performance.
Large Language Model English
T
google
49
1
T5 Efficient Small
Apache-2.0
T5-Efficient-SMALL is a variant of Google's original T5, adopting a deep narrow architecture that outperforms other architectures in downstream tasks with similar parameter counts.
Large Language Model English
T
google
1,032
4
T5 Efficient Xl
Apache-2.0
T5 Efficient XL is a deep narrow variant of Google's T5 model, focusing on improving downstream task performance by increasing model depth rather than width.
Large Language Model English
T
google
63
1
T5 Efficient Base Ff9000
Apache-2.0
T5-Efficient-BASE-FF9000 is a variant of Google's original T5, adopting a deep narrow architecture that delivers superior performance on downstream tasks with similar parameter scales.
Large Language Model English
T
google
16
0
T5 Efficient Small Kv256
Apache-2.0
T5-Efficient-SMALL-KV256 is a variant of Google's T5, optimized for downstream task performance using a deep narrow architecture, with 117 million parameters, requiring fine-tuning for use.
Large Language Model English
T
google
16
0
T5 Efficient Small Nl22
Apache-2.0
T5 Efficient Small-NL22 is a deep narrow variant of Google's T5 model, focusing on improving downstream task performance by increasing model depth.
Large Language Model English
T
google
17
0
T5 Efficient Tiny
Apache-2.0
T5-Efficient-TINY is a deep-narrow variant of Google's T5 model, focusing on improving downstream task performance by increasing model depth rather than width.
Large Language Model English
T
google
8,337
26
T5 Efficient Mini
Apache-2.0
T5-Efficient-MINI is a variant of Google's original T5, adopting a deep narrow architecture that demonstrates superior downstream task performance among models with similar parameter counts.
Large Language Model English
T
google
946
6
T5 Efficient Tiny Nl2
Apache-2.0
T5-Efficient-TINY-NL2 is a variant of Google's original T5, adopting a deep narrow architecture focused on enhancing downstream task performance.
Large Language Model English
T
google
334
0
T5 Efficient Tiny Nl8
Apache-2.0
T5-Efficient-TINY-NL8 is an efficient variant of the Google T5 model, optimized for downstream task performance using a deep narrow architecture.
Large Language Model English
T
google
25
5
T5 Efficient Base Ff6000
Apache-2.0
T5-Efficient-BASE-FF6000 is a variant of Google's original T5, adopting a deep narrow architecture that demonstrates superior downstream task performance among models with similar parameter counts.
Large Language Model English
T
google
16
0
T5 Efficient Small El2
Apache-2.0
T5-Efficient-SMALL-EL2 is a variant of Google's original T5, adopting a deep narrow architecture that prioritizes increasing model depth to enhance downstream performance.
Large Language Model English
T
google
20
0
T5 Efficient Large Dm2000
Apache-2.0
T5 Efficient Large-DM2000 is a variant of Google's T5 model, adopting a deep narrow architecture that prioritizes increasing model depth to enhance downstream task performance.
Large Language Model English
T
google
16
0
T5 Efficient Large Nh32
Apache-2.0
T5 Efficient Large-NH32 is a deep-narrow variant of Google's T5 model, focusing on improving downstream task performance by increasing model depth.
Large Language Model English
T
google
16
0
T5 Efficient Base Nl48
Apache-2.0
T5-Efficient-BASE-NL48 is a variant of Google T5, adopting a deep narrow architecture that prioritizes increasing model depth to enhance downstream task performance.
Large Language Model English
T
google
14
1
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