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Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Paper • 2203.05482 • Published • 5 -
Diverse Weight Averaging for Out-of-Distribution Generalization
Paper • 2205.09739 • Published • 1 -
Fusing finetuned models for better pretraining
Paper • 2204.03044 • Published • 5 -
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs
Paper • 2309.07311 • Published • 2
Niels Horn
nilq
AI & ML interests
Natural language understanding, synthetic emotional speech, mechanistic interpretability.
Organizations
Collections
4
models
16
nilq/baby-python-1L-mistral-lua-stories-slerp
Text Generation
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Updated
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4
nilq/baby-python-mistral-1L-tiny-lua-ft
Text Generation
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Updated
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4
nilq/baby-python-mistral-1L-tiny-TinyStories-ft
Text Generation
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Updated
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5
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1
nilq/baby-python-mistral-1L-tiny-base
Text Generation
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Updated
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6
nilq/lua-stories-slerp-mistral-1L-tiny
Text Generation
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Updated
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11
nilq/lua-stories-slerp-mistral-2L-tiny
Text Generation
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Updated
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4
nilq/mistral-2L-tiny
Text Generation
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Updated
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7
nilq/lua-stories-linear-mistral-1L-tiny
Text Generation
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Updated
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4
nilq/python-mistral-1L-mini
Text Generation
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Updated
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7
nilq/mistral-1L-tiny
Text Generation
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Updated
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57
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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
nilq/baby-python-and-lua
Viewer
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Updated
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12.3M
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1
nilq/baby-python-and-tiny-stories
Viewer
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Updated
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13.9M
nilq/python-and-tiny-stories
Updated
nilq/baby-python
Viewer
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Updated
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11.7M
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1
nilq/small-lua-stack
Viewer
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Updated
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559k
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2
nilq/small-python-stack
Viewer
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Updated
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2.59M
nilq/babylm-100M
Viewer
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Updated
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12.7M
nilq/babylm-10M
Viewer
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Updated
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3.14M