Skip to content

Update docs for baichuan2 training #1586

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
regisss merged 1 commit into from
Dec 10, 2024
Merged

Update docs for baichuan2 training #1586

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 1 addition & 1 deletion README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -239,7 +239,7 @@ The following model architectures, tasks and device distributions have been vali
| DETR | | <div style="text-align:left"><li>Single card</li></div> | <li>[object detection](https://github.com/huggingface/optimum-habana/tree/main/examples/object-detection)</li> |
| Mllama | <div style="text-align:left"><li>LoRA</li></div> | :heavy_check_mark: | <li>[image to text](https://github.com/huggingface/optimum-habana/tree/main/examples/image-to-text)</li> |
| MiniCPM3 | | <div style="text-align:left"><li>Single card</li></div> | <li>[text generation](https://github.com/huggingface/optimum-habana/tree/main/examples/text-generation)</li> |
| Baichuan2 | | <div style="text-align:left"><li>Single card</li></div> | <li>[text generation](https://github.com/huggingface/optimum-habana/tree/main/examples/text-generation)</li> |
| Baichuan2 | <div style="text-align:left"><li>DeepSpeed</li></div> | <div style="text-align:left"><li>Single card</li></div> | <li>[language modeling](https://github.com/huggingface/optimum-habana/tree/main/examples/language-modeling)</li><li>[text generation](https://github.com/huggingface/optimum-habana/tree/main/examples/text-generation)</li> |
| DeepSeek-V2 | | :heavy_check_mark: | <li>[text generation](https://github.com/huggingface/optimum-habana/tree/main/examples/text-generation)</li> |
| ChatGLM | <div style="text-align:left"><li>DeepSpeed</li></div> | <div style="text-align:left"><li>Single card</li></div> | <li>[language modeling](https://github.com/huggingface/optimum-habana/tree/main/examples/language-modeling)</li><li>[text generation](https://github.com/huggingface/optimum-habana/tree/main/examples/text-generation)</li> |
</div>
Expand Down
2 changes: 1 addition & 1 deletion docs/source/index.mdx
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -106,7 +106,7 @@ In the tables below, ✅ means single-card, multi-card and DeepSpeed have all be
| DETR | | <div style="text-align:left"><li>Single card</li></div> | <li>[object detection](https://github.com/huggingface/optimum-habana/tree/main/examples/object-detection)</li> |
| Mllama | <div style="text-align:left"><li>LoRA</li></div> |✅ | <li>[image to text](https://github.com/huggingface/optimum-habana/tree/main/examples/image-to-text)</li> |
| MiniCPM3 | | <div style="text-align:left"><li>Single card</li></div> | <li>[text generation](https://github.com/huggingface/optimum-habana/tree/main/examples/text-generation)</li> |
| Baichuan2 | | <div style="text-align:left"><li>Single card</li></div> | <li>[text generation](https://github.com/huggingface/optimum-habana/tree/main/examples/text-generation)</li> |
| Baichuan2 | <div style="text-align:left"><li>DeepSpeed</li></div> | <div style="text-align:left"><li>Single card</li></div> | <li>[language modeling](https://github.com/huggingface/optimum-habana/tree/main/examples/language-modeling)</li><li>[text generation](https://github.com/huggingface/optimum-habana/tree/main/examples/text-generation)</li> |
| DeepSeek-V2 | | ✅ | <li>[text generation](https://github.com/huggingface/optimum-habana/tree/main/examples/text-generation)</li> |
| ChatGLM | <div style="text-align:left"><li>DeepSpeed</li></div> | <div style="text-align:left"><li>Single card</li></div> | <li>[language modeling](https://github.com/huggingface/optimum-habana/tree/main/examples/language-modeling)</li><li>[text generation](https://github.com/huggingface/optimum-habana/tree/main/examples/text-generation)</li> |

Expand Down
27 changes: 27 additions & 0 deletions examples/language-modeling/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -157,6 +157,33 @@ python ../gaudi_spawn.py \
--logging_steps 20
```

### Multi-card Training with Deepspeed (Baichuan2-13B-Chat)
```bash
python ../gaudi_spawn.py \
--world_size 8 --use_deepspeed run_clm.py \
--config_name baichuan-inc/Baichuan2-13B-Chat \
--tokenizer_name baichuan-inc/Baichuan2-13B-Chat \
--dataset_name wikitext \
--num_train_epochs 30 \
--dataset_config_name wikitext-2-raw-v1 \
--per_device_train_batch_size 2 \
--per_device_eval_batch_size 2 \
--do_train \
--do_eval \
--deepspeed llama2_ds_zero3_config.json \
--output_dir /tmp/test-clm \
--gaudi_config_name Habana/gpt2 \
--use_habana \
--use_lazy_mode \
--throughput_warmup_steps 3 \
--bf16 \
--block_size 1024 \
--use_cache False \
--overwrite_output_dir \
--logging_first_step True \
--logging_steps 20
```


## Multi-Node Training with Deepspeed (GPT-NeoX)

Expand Down