a collection of pre-training corpora refined by ProX
AI & ML interests
NLP Research
Organization Card
GAIR-ProX, a subsidiary of GAIR, spearheads the π« ProX Project. This initiative aims to enhance pre-training efficiency by refining corpus documents using language models at scale. Through meticulous operations (e.g., document-level filtering and chunk-level cleaning), implemented as scalable, executable programs, π« ProX seeks to improve pre-training data quality at scale, ultimately developing more robust and efficient language models.
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Adapted small language models used to generate data refining programs
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gair-prox/web-doc-refining-lm
Text Generation β’ 0.4B β’ Updated β’ 45 β’ 5 -
gair-prox/web-chunk-refining-lm
Text Generation β’ 0.4B β’ Updated β’ 277 β’ 7 -
gair-prox/math-doc-refining-lm
Text Generation β’ 0.8B β’ Updated β’ 173 β’ 2 -
gair-prox/math-chunk-refining-lm
Text Generation β’ 0.4B β’ Updated β’ 11 β’ 1
a collection of pre-training corpora refined by ProX
Adapted small language models used to generate data refining programs
-
gair-prox/web-doc-refining-lm
Text Generation β’ 0.4B β’ Updated β’ 45 β’ 5 -
gair-prox/web-chunk-refining-lm
Text Generation β’ 0.4B β’ Updated β’ 277 β’ 7 -
gair-prox/math-doc-refining-lm
Text Generation β’ 0.8B β’ Updated β’ 173 β’ 2 -
gair-prox/math-chunk-refining-lm
Text Generation β’ 0.4B β’ Updated β’ 11 β’ 1
models 14
gair-prox/web-chunk-refining-lm
Text Generation β’ 0.4B β’ Updated β’ 277 β’ 7
gair-prox/math-chunk-refining-lm
Text Generation β’ 0.4B β’ Updated β’ 11 β’ 1
gair-prox/math-doc-refining-lm
Text Generation β’ 0.8B β’ Updated β’ 173 β’ 2
gair-prox/web-doc-refining-lm
Text Generation β’ 0.4B β’ Updated β’ 45 β’ 5
gair-prox/RedPJ-ProX-1.7B
2B β’ Updated β’ 6 β’ 2
gair-prox/RedPJ-ProX-0.3B
0.4B β’ Updated β’ 34 β’ 3
gair-prox/C4-ProX-1.7B
2B β’ Updated β’ 11 β’ 1
gair-prox/CodeLlama-7B-ProXMath
Updated β’ 8 β’ 1
gair-prox/TinyLlama-1.1B-ProXMath
1B β’ Updated β’ 10 β’ 2
gair-prox/Llama-2-7B-ProXMath
Text Generation β’ Updated β’ 14 β’ 1
datasets 5
gair-prox/DCLM-pro
Viewer β’ Updated β’ 366M β’ 4.36k β’ 13
gair-prox/RedPajama-pro
Viewer β’ Updated β’ 10.2M β’ 294 β’ 4
gair-prox/c4-pro
Viewer β’ Updated β’ 40.1M β’ 953 β’ 7
gair-prox/open-web-math-pro
Viewer β’ Updated β’ 2.58M β’ 918 β’ 12
gair-prox/FineWeb-pro
Viewer β’ Updated β’ 63.1M β’ 374 β’ 25