Comments (2)
kungfu-eric
commented on August 28, 2024
Something is up with the finetune code. Even 2x40GB with base model and code size 1, GPU mem hits 25GB then tries to allocate 25GB more and OOM.
File "/home/amicus/atlas/src/index.py", line 111, in load_index
self.embeddings = torch.concat(embeddings, dim=1)
RuntimeError: CUDA out of memory. Tried to allocate 22.99 GiB (GPU 1; 47.54 GiB total capacity; 23.00 GiB already allocated; 22.92 GiB free; 23.00 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation. See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF
from atlas.
DanialPahlavan
commented on August 28, 2024
is it possible to train and test a model using the free version of Google Colab without the need for high-end GPU?
I'm a student and I want to train and test this model.
from atlas.
Related Issues (18)
- what is srun? HOT 1
- "AttributeError: module 'torch.optim.adamw' has no attribute 'F'" in AdamWFP32Copy.py HOT 2
- RuntimeError: ProcessGroupNCCL does not support gather HOT 1
- Small ATLAS HOT 8
- "RuntimeError: einsum(): operands do not broadcast with remapped shapes [original->remapped]" during reproducing mlm pre-training HOT 5
- Poor quality of outputs from large model on 1/10th of wikipedia
- Access to the models [fully and 64-shot] fine-tuned on different datasets HOT 1
- Possibility of releasing closed-book Atlas models? HOT 1
- Not able to download the NQ data HOT 1
- How do you conduct distributed training? HOT 1
- Save and load compressed index HOT 2
- Example training script for the KILT task HOT 2
- [Fix] Retriever tokenization function in atlas.py needs correction HOT 1
- How can run this code on a normal personal machine? We don't have slurm configured, can we run it by simply modifying the run script? HOT 1
- Why is the index size so big?
- What's the difference between train.py and finetune_qa.py
- Are the pretrained models available somewhere?
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 atlas.