deepspeedai / deepspeedai/DeepSpeedExamples
DeepSpeed-Chat step-1 hanging for a long time
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 6.8k
- Forks
- 1.1k
- Avg merge
- 2d 16h
- Merged PRs (30d)
- 1
Description
deepspeed --hostfile ~/hostfile
--num_gpus 4
--num_nodes 2
--master_addr 172.16.4.41
main.py
--data_path Dahoas/rm-static
--data_split 2,4,4
--model_name_or_path shakechen/Llama-2-7b-hf/
--per_device_train_batch_size 4
--per_device_eval_batch_size 4
--max_seq_len 512
--learning_rate 9.65e-6
--weight_decay 0.
--num_train_epochs 1
--gradient_accumulation_steps 1
--lr_scheduler_type cosine
--num_warmup_steps 0
--seed 1234
--gradient_checkpointing
--zero_stage 3
--deepspeed
--output_dir /home/bingxing2/home/scx7avs/Deepspeed/output/
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Reproduce the reported DeepSpeed-Chat step-1 run using the exact deepspeed command and arguments in the issue, including the two-node, four-GPU configuration. Start with main.py and determine where execution stops or waits; the issue is complete when the hang is explained and step 1 proceeds normally or the required configuration is documented.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- distributed-systems, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100