Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:software
|
| gptkbp:availableOn |
gptkb:GitHub
|
| gptkbp:compatibleWith |
gptkb:Transformers_library
|
| gptkbp:developedBy |
gptkb:Hugging_Face
|
| gptkbp:documentation |
https://huggingface.co/docs/peft
|
| gptkbp:enables |
faster fine-tuning
memory-efficient model adaptation smaller storage requirements |
| gptkbp:firstReleased |
2023
|
| gptkbp:focusesOn |
Parameter-Efficient Fine-Tuning
|
| https://www.w3.org/2000/01/rdf-schema#label |
Hugging Face PEFT library
|
| gptkbp:language |
gptkb:Python
|
| gptkbp:license |
Apache 2.0
|
| gptkbp:npmPackage |
peft
|
| gptkbp:openSource |
true
|
| gptkbp:repository |
https://github.com/huggingface/peft
|
| gptkbp:supports |
gptkb:LoRA
P-Tuning Prefix Tuning Prompt Tuning |
| gptkbp:usedFor |
fine-tuning large language models
|
| gptkbp:bfsParent |
gptkb:LoRA
|
| gptkbp:bfsLayer |
7
|