Comments (7)
mixtral on h100s: https://huggingface.co/blog/abhishek/autotrain-mixtral-dgx-cloud-local
from autotrain-advanced.
you seem to have quantization params but peft is not enabled which effectively disables quantization. try adding --peft
param.
also, the time to load the model depends on download time and hardware used.
from autotrain-advanced.
I have tried with Peft as well
On hardware regards I used 8xA10G GPUs and the model is already downloaded.
The delay I am facing is because it loads model in the RAM first and then later the GPU.
I tried finetuning mistral 8x7b across both the cases.
Any advice to reduce the model load time. Preferrably load to the GPU directly.
If this is expected behaviour curious why we load the model to the RAM and then to the GPU later.
from autotrain-advanced.
it takes time to load but it takes like a few minutes not hours. are you using ssd?
from autotrain-advanced.
I am using SSD.
from autotrain-advanced.
This issue is stale because it has been open for 15 days with no activity.
from autotrain-advanced.
This issue was closed because it has been inactive for 2 days since being marked as stale.
from autotrain-advanced.
Related Issues (20)
- Text Classification (Multi-Class) not supported anymore? HOT 2
- Image Classification Training Issue with Hugging Face's AutoTrain HOT 1
- [BUG]Tabular Classification Error HOT 2
- Sort models alphabetically in the UI HOT 3
- [FEATURE REQUEST]SimPO support HOT 2
- [BUG] BuilderConfig 'qa' not found, when finetunnig custom embedding models HOT 2
- 404 or too many times HOT 3
- [FEATURE REQUEST]API of pony-diffusion-v6 is no longer displayed. HOT 7
- [BUG] "output tensor must have the same type as input tensor" error when i tried to finetune localy HOT 2
- AutoTrain says "This space has been paused by owner" when I am not doing it. HOT 6
- can i use this on a orange pi 5? or cpu only? HOT 3
- [BUG] ImportError: cannot import name 'get_full_repo_name' from 'huggingface_hub' HOT 4
- NEFT noise alpha request HOT 4
- [BUG] Incorrect Sort Parameter in fetch_models function HOT 3
- [FEATURE REQUEST] SD3 lora training support HOT 2
- [BUG] KeyError: 'chat_template' HOT 10
- stable diffusion 3 support[FEATURE REQUEST]请支持sd3 HOT 3
- Where is the fine-tuned model output? HOT 6
- [BUG]When running a seq2seq training task on the CPU, an error occurs. HOT 3
- [FEATURE REQUEST] Multi-node support HOT 2
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from autotrain-advanced.