[rank7]: File "/root/anaconda3/envs/internX/lib/python3.10/site-packages/transformers/trainer.py", line 2015, in _inner_training_loop [rank7]: model, self.optimizer, self.lr_scheduler = self.accelerator.prepare( [rank7]: File "/root/anaconda3/envs/internX/lib/python3.10/site-packages/...
/opt/miniconda3/envs/default/lib/python3.9/site-packages/pytorch_lightning/trainer/data_loading.py:393: UserWarning: The number of training samples (1) is smaller than the logging interval Trainer(log_every_n_steps=50). Set a lower value for log_every_n_steps if ...
I try to use deepspeed ZERO-3 with huggingface Trainer to finetune a galactica 30b model (gpt-2 like), with 4 nodes, each 4 A100 gpu. I get oom error though the model should fit into 16 A100 with Zero 3 and cpu offload. Previously I have successfully trained a 6.7b model on 1 no...
Describe the bug I am tryiny to train FLAN-T5-XL using DeepSpeed zero 3 and transformers and it seems z3/ cpu offload seems to use quite a lot of gpu memory as compared to the expectations. I am running on 4x V100 16GB. And i ran the est...
pretrain_dec.sh pretrain_enc.sh zero2.json zero3.json zero3_offload.json .gitignore LICENSE.md README.md merge_lora_weights.py nextgpt_trainer.py predict.py preprocess_embeddings.py requirements.txt train.py train_mem.py training_utils.pyBreadcrumbs NExT-GPT /scripts / zero3.json Latest...
},"zero_optimization": {"stage":3,"offload_optimizer": {"device":"cpu","pin_memory":true},"overlap_comm":true,"contiguous_gradients":true,"sub_group_size":1e9,"reduce_bucket_size":"auto","stage3_prefetch_bucket_size":"auto","stage3_param_persistence_threshold":"auto","stage3_max...
train_result = trainer.train(resume_from_checkpoint=training_args.resume_from_checkpoint) File "/root/miniconda3/lib/python3.8/site-packages/transformers/trainer.py", line 1591, in train return inner_training_loop( File "/root/miniconda3/lib/python3.8/site-packages/transformers/trainer.py", line...
Hello, please refer this doc for the correct way of using PEFT + DeepSpeed: https://huggingface.co/docs/peft/accelerate/deepspeed-zero3-offload Thank you for your response! I note that this doc is based on accelerate. However, my code is based on transformers.Trainer. Can you provide me ...
main assets benchmark mamba mamba2 mamba2_inference mamba2_llama mamba2_llama3.2_3B mamba2_llama_stepwise mamba_inference mamba_llama mamba_zephyr train_mamba train_mamba2 trainer .gitignore .gitmodules LICENSE README.md dataset.py deepspeed_zero3.yaml ...
I am using a modification of therun_clm.pyscript, which uses the Trainer. This is the error trace gpu538: File "/dodrio/scratch/projects/2023_005/llm-finetuning/.venv/lib/python3.10/site-packages/deepspeed/runtime/config.py", line 942, in _configure_train_batch_size ...