Mirrors/text-generation-webui
1
0
Fork 0
mirror of https://github.com/oobabooga/text-generation-webui.git synced 2024-10-30 06:00:15 +01:00
Code Issues Packages Projects Releases Wiki Activity

Update Low-VRAM-guide.md

Browse Source
This commit is contained in:
oobabooga 2023-06-01 12:14:27 -03:00 committed by GitHub
parent ee99a87330
commit aa83fc21d4
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
1 changed files with 6 additions and 4 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

10
docs/Low-VRAM-guide.md
View File

@ -1,4 +1,4 @@
If you GPU is not large enough to fit a model, try these in the following order:
If you GPU is not large enough to fit a 16-bit model, try these in the following order:
### Load the model in 8-bit mode
@ -6,7 +6,11 @@ If you GPU is not large enough to fit a model, try these in the following order:
python server.py --load-in-8bit
```
This reduces the memory usage by half with no noticeable loss in quality. Only newer GPUs support 8-bit mode.
### Load the model in 4-bit mode
```
python server.py --load-in-4bit
```
### Split the model across your GPU and CPU
@ -34,8 +38,6 @@ python server.py --auto-devices --gpu-memory 3500MiB
...
```
Additionally, you can also set the `--no-cache` value to reduce the GPU usage while generating text at a performance cost. This may allow you to set a higher value for `--gpu-memory`, resulting in a net performance gain.
### Send layers to a disk cache
As a desperate last measure, you can split the model across your GPU, CPU, and disk: