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Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Paper • 2203.05482 • Published • 7 -
Diverse Weight Averaging for Out-of-Distribution Generalization
Paper • 2205.09739 • Published • 1 -
Fusing finetuned models for better pretraining
Paper • 2204.03044 • Published • 6 -
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs
Paper • 2309.07311 • Published • 4
Niels Horn
nilq
AI & ML interests
Natural language understanding, synthetic emotional speech, mechanistic interpretability.
Organizations
-
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Paper • 2203.05482 • Published • 7 -
Diverse Weight Averaging for Out-of-Distribution Generalization
Paper • 2205.09739 • Published • 1 -
Fusing finetuned models for better pretraining
Paper • 2204.03044 • Published • 6 -
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs
Paper • 2309.07311 • Published • 4
models
16
nilq/baby-python-mistral-1L-tiny-TinyStories-ft
Text Generation
•
35.1M
•
Updated
•
7
•
1
nilq/baby-python-mistral-1L-tiny-lua-ft
Text Generation
•
35.1M
•
Updated
•
10
nilq/baby-python-1L-mistral-lua-stories-slerp
Text Generation
•
35.1M
•
Updated
•
8
nilq/baby-python-mistral-1L-tiny-base
Text Generation
•
35.1M
•
Updated
•
10
nilq/lua-stories-slerp-mistral-1L-tiny
Text Generation
•
35.1M
•
Updated
•
7
nilq/lua-stories-slerp-mistral-2L-tiny
Text Generation
•
37.5M
•
Updated
•
2
nilq/mistral-2L-tiny
Text Generation
•
37.5M
•
Updated
•
4
nilq/lua-stories-linear-mistral-1L-tiny
Text Generation
•
35.1M
•
Updated
•
7
nilq/python-mistral-1L-mini
Text Generation
•
4.13M
•
Updated
•
6
nilq/mistral-1L-tiny
Text Generation
•
35.1M
•
Updated
•
70
•
6
datasets
9
nilq/baby-python-and-tiny-stories-and-lua
Viewer
•
Updated
•
12.3M
•
8
nilq/baby-python-and-lua
Viewer
•
Updated
•
12.3M
•
17
•
1
nilq/baby-python-and-tiny-stories
Viewer
•
Updated
•
13.9M
•
12
nilq/python-and-tiny-stories
Updated
•
5
nilq/baby-python
Viewer
•
Updated
•
11.7M
•
16
•
1
nilq/small-lua-stack
Viewer
•
Updated
•
559k
•
36
•
2
nilq/small-python-stack
Viewer
•
Updated
•
2.59M
•
108
nilq/babylm-100M
Viewer
•
Updated
•
12.7M
•
25
nilq/babylm-10M
Viewer
•
Updated
•
3.14M
•
178
•
1