Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Update README.md #15

Open
wants to merge 1 commit into
base: main
Choose a base branch
from
Open

Update README.md #15

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
7 changes: 4 additions & 3 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -363,9 +363,10 @@ is trivial through use of 🤗 Transformers!
To reduce our models memory footprint, we load the model in 8bit, this means we quantize the model to use 1/4th precision (when compared to float32) with minimal loss to performance. To read more about how this works, head over [here](https://huggingface.co/blog/hf-bitsandbytes-integration).

```python
from transformers import WhisperForConditionalGeneration
from transformers import WhisperForConditionalGeneration, BitsAndBytesConfig

model = WhisperForConditionalGeneration.from_pretrained(model_name_or_path, load_in_8bit=True, device_map="auto")
quantization_config=BitsAndBytesConfig(load_in_8bit=True)
model = WhisperForConditionalGeneration.from_pretrained(model_name_or_path, quantization_config=quantization_config, device_map="auto")
```
### Post-processing on the model

Expand Down Expand Up @@ -606,4 +607,4 @@ With PEFT, you can also go beyond Speech recognition and apply the same set of t

Hungry to push this to the limits and test out more SoTA techniques? [Try Whisper with adalora!](https://github.com/huggingface/peft/blob/main/examples/int8_training/run_adalora_whisper_int8.sh)

Don't forget to tweet your results and tag us! [@huggingface](https://twitter.com/huggingface) and [@reach_vb](https://twitter.com/reach_vb) ❤️
Don't forget to tweet your results and tag us! [@huggingface](https://twitter.com/huggingface) and [@reach_vb](https://twitter.com/reach_vb) ❤️