AI and Machine Learning
From Just Solve the File Format Problem
(Difference between revisions)
Dan Tobias (Talk | contribs) (→General) |
(Categorized based mostly on the "ml-file-formats" page in the Links section) |
||
| Line 5: | Line 5: | ||
|caption=DALL-E 3 Generated Image | |caption=DALL-E 3 Generated Image | ||
}} | }} | ||
| − | See also [[Scientific Data formats]] and [[Serialization]] | + | See also [[Scientific Data formats]] and [[Serialization]]. |
| − | == | + | == AI/ML-specific formats == |
* [[AIML]] | * [[AIML]] | ||
| + | * [[AIR-J]] | ||
* [[CoreML]] | * [[CoreML]] | ||
* [[Deep Learning Container]] (.dlc) | * [[Deep Learning Container]] (.dlc) | ||
* [[GGML]] | * [[GGML]] | ||
| − | |||
| − | |||
| − | |||
* [[Keras]] (.keras) | * [[Keras]] (.keras) | ||
* [[llms.txt]] | * [[llms.txt]] | ||
* [[MLeap]] | * [[MLeap]] | ||
| − | |||
| − | |||
| − | |||
* [[PyTorch]] (.pt, .pth) | * [[PyTorch]] (.pt, .pth) | ||
* [[TensorFlow]] (.pb) | * [[TensorFlow]] (.pb) | ||
** [[TFLite]] | ** [[TFLite]] | ||
* [[TOON]] [https://toonformat.dev/] | * [[TOON]] [https://toonformat.dev/] | ||
| + | |||
| + | == Other formats used with AI/ML == | ||
| + | * [[HDF]] (Hierarchical Data Format, originally from NCSA, now maintained by The HDF Group) | ||
| + | ** [[HDF4]] | ||
| + | ** [[HDF5]] | ||
| + | * [[NPY and NPZ (NumPy)|NumPy]] | ||
| + | * [[Pickle]] (.pkl) | ||
| + | * [[Protocol Buffers]] | ||
== Links == | == Links == | ||
* [https://github.com/trailofbits/ml-file-formats File formats used in ML/AI systems] | * [https://github.com/trailofbits/ml-file-formats File formats used in ML/AI systems] | ||
Latest revision as of 18:06, 20 March 2026
See also Scientific Data formats and Serialization.
[edit] AI/ML-specific formats
- AIML
- AIR-J
- CoreML
- Deep Learning Container (.dlc)
- GGML
- Keras (.keras)
- llms.txt
- MLeap
- PyTorch (.pt, .pth)
- TensorFlow (.pb)
- TOON [1]
[edit] Other formats used with AI/ML
- HDF (Hierarchical Data Format, originally from NCSA, now maintained by The HDF Group)
- NumPy
- Pickle (.pkl)
- Protocol Buffers