-
Allowing `ImportSpec`s to use a `WorkPackageHash` rather than a `SegmentRoot` means that exports can be referenced prior to calculating their content. This is helpful when building Work Packages prior…
-
I tested llama3 continue training with multi-machine tp4 pp2 dp2. If I enabled grad accum operation, the training would hang. The experimental environment is: 16H800 torch 2.1.2+cu121.
checkpoints:…
-
Hello Thanks for your great work.
I need to use gradient accumulation on batches due to RAM constraints. The training loop involves iterating over two modalities. I am concerned about the implicatio…
-
Hi,
I fine-tuned the LLaMA-3-8b-Instruct on "llama3-ultrafeedback-armorm" in different gradient accumulation (other hyperparameters are the same with llama-3-8b-instruct-simpo-v2.yaml). For fine-t…
-
### Description
We're currently experiencing an intermittent issue in our Kubernetes v1.25.7 Kops cluster. Overtime, containerd accumulates `containerd-shim-runc-v2` processes until PID exhaustion o…
-
### Describe the bug
AdvancedSeasons 1.3.6
Spigot 1.21
ProtocolLib #721
During winter seasons when it snows there's no snow accumulation except in biomes/heights which naturally get snow.
Sno…
-
There is this quote:
```
**Gradient accumulation** simulates a larger batch size than the
--
252 | hardware can support and therefore does not provide any throughput
253 | benefits. It should g…
-
### ❓ The question
Hello authors, thank you very much for your inspiring work. I now have 8 A100s. If I want to pretrain the model at a certain checkpoint, can I set global_train_batch_size to the or…
-
For distributed recipes, such as full_finetune_distributed, the gradients end up getting synchronized after each backward() pass instead of only once before the optimizer step. This results in signifi…
-
Gradient accumulation (micro step) could be very useful when we want to have large batch size but with limited number of gpus.