a collection of pre-training corpora refined by ProX
AI & ML interests
NLP Research
Organization Card
GAIR-ProX, a subsidiary of GAIR, spearheads the š« 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, š« ProX seeks to improve pre-training data quality at scale, ultimately developing more robust and efficient language models.
Read our technical report!
Adapted small language models used to generate data refining programs
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gair-prox/web-doc-refining-lm
Text Generation ⢠0.4B ⢠Updated ⢠45 ⢠5 -
gair-prox/web-chunk-refining-lm
Text Generation ⢠0.4B ⢠Updated ⢠277 ⢠7 -
gair-prox/math-doc-refining-lm
Text Generation ⢠0.8B ⢠Updated ⢠173 ⢠2 -
gair-prox/math-chunk-refining-lm
Text Generation ⢠0.4B ⢠Updated ⢠11 ⢠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 ⢠0.4B ⢠Updated ⢠45 ⢠5 -
gair-prox/web-chunk-refining-lm
Text Generation ⢠0.4B ⢠Updated ⢠277 ⢠7 -
gair-prox/math-doc-refining-lm
Text Generation ⢠0.8B ⢠Updated ⢠173 ⢠2 -
gair-prox/math-chunk-refining-lm
Text Generation ⢠0.4B ⢠Updated ⢠11 ⢠1
models 14
gair-prox/web-chunk-refining-lm
Text Generation ⢠0.4B ⢠Updated ⢠277 ⢠7
gair-prox/math-chunk-refining-lm
Text Generation ⢠0.4B ⢠Updated ⢠11 ⢠1
gair-prox/math-doc-refining-lm
Text Generation ⢠0.8B ⢠Updated ⢠173 ⢠2
gair-prox/web-doc-refining-lm
Text Generation ⢠0.4B ⢠Updated ⢠45 ⢠5
gair-prox/RedPJ-ProX-1.7B
2B ⢠Updated ⢠6 ⢠2
gair-prox/RedPJ-ProX-0.3B
0.4B ⢠Updated ⢠34 ⢠3
gair-prox/C4-ProX-1.7B
2B ⢠Updated ⢠11 ⢠1
gair-prox/CodeLlama-7B-ProXMath
Updated ⢠8 ⢠1
gair-prox/TinyLlama-1.1B-ProXMath
1B ⢠Updated ⢠10 ⢠2
gair-prox/Llama-2-7B-ProXMath
Text Generation ⢠Updated ⢠14 ⢠1
datasets 5
gair-prox/DCLM-pro
Viewer ⢠Updated ⢠366M ⢠4.36k ⢠13
gair-prox/RedPajama-pro
Viewer ⢠Updated ⢠10.2M ⢠294 ⢠4
gair-prox/c4-pro
Viewer ⢠Updated ⢠40.1M ⢠953 ⢠7
gair-prox/open-web-math-pro
Viewer ⢠Updated ⢠2.58M ⢠918 ⢠12
gair-prox/FineWeb-pro
Viewer ⢠Updated ⢠63.1M ⢠374 ⢠25