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Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Paper • 2203.05482 • Published • 6 -
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.
Recent Activity
liked
a dataset
22 days ago
yejunliang23/3D-Alpaca
liked
a Space
3 months ago
Stable-X/Hi3DGen
liked
a model
3 months ago
zzzrw/DeepMesh
Organizations
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Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Paper • 2203.05482 • Published • 6 -
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
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0.0B
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17
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1
nilq/baby-python-mistral-1L-tiny-lua-ft
Text Generation
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0.0B
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Updated
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13
nilq/baby-python-1L-mistral-lua-stories-slerp
Text Generation
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0.0B
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Updated
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16
nilq/baby-python-mistral-1L-tiny-base
Text Generation
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0.0B
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Updated
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16
nilq/lua-stories-slerp-mistral-1L-tiny
Text Generation
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0.0B
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18
nilq/lua-stories-slerp-mistral-2L-tiny
Text Generation
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0.0B
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21
nilq/mistral-2L-tiny
Text Generation
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0.0B
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19
nilq/lua-stories-linear-mistral-1L-tiny
Text Generation
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0.0B
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16
nilq/python-mistral-1L-mini
Text Generation
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0.0B
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21
nilq/mistral-1L-tiny
Text Generation
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0.0B
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218
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5
datasets
9
nilq/baby-python-and-tiny-stories-and-lua
Viewer
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Updated
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12.3M
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87
nilq/baby-python-and-lua
Viewer
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Updated
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12.3M
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51
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1
nilq/baby-python-and-tiny-stories
Viewer
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Updated
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13.9M
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38
nilq/python-and-tiny-stories
Updated
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9
nilq/baby-python
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Updated
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11.7M
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68
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1
nilq/small-lua-stack
Viewer
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Updated
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559k
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33
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2
nilq/small-python-stack
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Updated
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2.59M
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84
nilq/babylm-100M
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12.7M
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35
nilq/babylm-10M
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3.14M
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84