Statements (50)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Library
|
| gptkbp:aims_to |
reduce boilerplate code
make training accessible |
| gptkbp:designed_for |
deep learning practitioners
|
| gptkbp:developed_by |
gptkb:Hugging_Face
|
| gptkbp:enables |
easy model parallelism
|
| gptkbp:encourages |
gptkb:collaboration
|
| gptkbp:enhances |
training speed
|
| gptkbp:facilitates |
distributed training
|
| gptkbp:features |
logging
profiling checkpointing gradient accumulation automatic device placement |
| gptkbp:has |
active community
|
| gptkbp:has_documentation |
available online
|
| https://www.w3.org/2000/01/rdf-schema#label |
Hugging Face Accelerate
|
| gptkbp:improves |
gptkb:resource_utilization
|
| gptkbp:integrates_with |
gptkb:Hugging_Face_Hub
|
| gptkbp:is |
flexible
open-source scalable widely adopted efficient user-friendly community-driven well-documented part of Hugging Face ecosystem |
| gptkbp:is_compatible_with |
gptkb:transformers_library
|
| gptkbp:license |
Apache License 2.0
|
| gptkbp:offers |
easy integration with existing code
|
| gptkbp:promotes |
open-source development
|
| gptkbp:provides |
configuration options
mixed precision training multi-GPU training custom training loops |
| gptkbp:purpose |
simplify training of deep learning models
|
| gptkbp:receives |
regular updates
|
| gptkbp:released_in |
gptkb:2021
|
| gptkbp:repository |
gptkb:Git_Hub
|
| gptkbp:supports |
gptkb:Tensor_Flow
gptkb:JAX gptkb:Py_Torch Flax multiple frameworks mixed precision training |
| gptkbp:used_by |
gptkb:developers
gptkb:researchers |
| gptkbp:bfsParent |
gptkb:Hugging_Face
|
| gptkbp:bfsLayer |
5
|