From 5c7689bee4a42bf7c0c705a67243715dae34b0e7 Mon Sep 17 00:00:00 2001 From: inkcherry Date: Wed, 19 Mar 2025 15:03:26 +0800 Subject: [PATCH 1/4] rebase (#2) add doc --------- Signed-off-by: Olatunji Ruwase Co-authored-by: Olatunji Ruwase Signed-off-by: inkcherry --- blogs/huggingface-tp/README.md | 236 +++++++++++++++++++++ blogs/huggingface-tp/media/batchscale.png | Bin 0 -> 88949 bytes blogs/huggingface-tp/media/flowchart.png | Bin 0 -> 119592 bytes blogs/huggingface-tp/media/tp8.png | Bin 0 -> 96751 bytes blogs/huggingface-tp/media/tpzero1.png | Bin 0 -> 138113 bytes blogs/huggingface-tp/media/tpzero2.png | Bin 0 -> 129517 bytes blogs/huggingface-tp/media/zero1tpload.png | Bin 0 -> 52584 bytes blogs/huggingface-tp/media/zero2tpload.png | Bin 0 -> 50523 bytes blogs/huggingface-tp/media/zero3.png | Bin 0 -> 102847 bytes 9 files changed, 236 insertions(+) create mode 100644 blogs/huggingface-tp/README.md create mode 100644 blogs/huggingface-tp/media/batchscale.png create mode 100644 blogs/huggingface-tp/media/flowchart.png create mode 100644 blogs/huggingface-tp/media/tp8.png create mode 100644 blogs/huggingface-tp/media/tpzero1.png create mode 100644 blogs/huggingface-tp/media/tpzero2.png create mode 100644 blogs/huggingface-tp/media/zero1tpload.png create mode 100644 blogs/huggingface-tp/media/zero2tpload.png create mode 100644 blogs/huggingface-tp/media/zero3.png diff --git a/blogs/huggingface-tp/README.md b/blogs/huggingface-tp/README.md new file mode 100644 index 000000000000..927b76fa37aa --- /dev/null +++ b/blogs/huggingface-tp/README.md @@ -0,0 +1,236 @@ +
+ +# Automatic Tensor Parallel (AutoTP) Training of Hugging Face models + +
+ + +# Introduction + +Tensor parallelism (TP) is an important memory optimization for training large-scale deep learning models. Despite the popularity of training Hugging Face (HF) [models](https://huggingface.co/models), the model scaling options for **[HF trainer](https://huggingface.co/docs/transformers/main_classes/trainer)** was previously limited to sharded data parallelism through [ZeRO](https://huggingface.co/docs/accelerate/usage_guides/deepspeed)/[FSDP](https://huggingface.co/docs/accelerate/usage_guides/fsdp). While ZeRO3 offers superior memory efficiency, it incurs significant communication costs. ZeRO (1/2) has lower communication overhead, but in the case of very large models, it cannot be used directly due to memory limitations. Therefore, combining TP with ZeRO (1/2) offers more balanced options for memory and performance. Moreover, through TP, we can alleviate the batch scaling limitations imposed by ZeRO/FSDP. + +We are pleased to announce that DeepSpeed now provides native automatic tensor parallel training for Hugging Face (HF) transformers. This new feature builds on DeepSpeed's [AutoTP](https://www.deepspeed.ai/tutorials/automatic-tensor-parallelism/) mechanism, which was previously restricted to inference. AutoTP training can be combined with ZeRO to unlock unprecented efficiency benefits for HF model post-training, including: + +**1**. Model scaling with lower communication costs than FSDP/ZeRO3 (e.g., use AutoTP + ZeRO1 to achieve ZeRO3 memory savings). + +**2**. Batch size scaling for faster training and increased throughput. + +**3**. Context length scaling to enable new application scenarios. + +We have integrated AutoTP training with ZeRO1 & ZeRO2, with ZeRO3 integration on the way. AutoTP training is available in DeepSpeed versions >= 0.16.4 + +# Batch Scaling with AutoTP Training + ZeRO +The following is a batch scaling experiment of Llama3 8B training conducted on [Gaudi2 Accelerator](https://www.intel.com/content/www/us/en/products/details/processors/ai-accelerators/gaudi.html). + + +
+ + + + +*Figure 1. Batch scaling experiment on Gaudi2, showing throughput performance improvements from 2 to 4 cards by combining AutoTP and ZeRO. The used mbs is the max possible value with the given config. A higher speedup indicates better performance.* + +
+ + + +
+ + + + +*Figure 2. Model training with AutoTP + ZeRO* + +
+ + +Figure 2 illustrates the basic flowchart, The division of TP and ZeRO is implemented through the AutoTP parser and ZeRO Wrapper in [Accelerate](https://github.com/huggingface/accelerate.git). Besides, The TP-based dataloader and save mechanism are both supported in DeepSpeed and Accelerate. + +# Usage + +Although we evaluated AutoTP training with Llama2 & Llama3 models in this blog, we expect compatibility with other Hugging Face models, especially [those](https://www.deepspeed.ai/tutorials/automatic-tensor-parallelism/) previously validated with AutoTP inference. Please upgrade accelerate and transformers to the master branch. We will add their minimum version once they have release tag. + + + **Enable TP training** + +Similar to ZeRO, AutoTP training is enabled using the [deepspeed configuration file](https://www.deepspeed.ai/docs/config-json/) by specifying ```[tensor_parallel][autotp_size]```. +``` + "ZeRO_optimization": { + "stage": 1, + "gather_16bit_weights_on_model_save": true, + ... + }, + "tensor_parallel":{ + "autotp_size": 4 + }, +``` + +The parallel configuration follows this logic: + + +``` +tp_size = auto_tp_size +dp_size = num_gpus / tp_size +``` + +Note that the global_batch_size (gbs) changes with different TP settings: +``` +gbs (only dp) = per_device_batch_size * n_gpus * gradient_accumulation_steps + +gbs (dp with tp) = per_device_batch_size * n_gpus / tp_size * gradient_accumulation_steps +``` + + + + + + + + **Save Model** + + + + +Saving checkpoints and model files is fully compatible with HF transformers. The [trainer.save_model()](https://huggingface.co/docs/transformers/v4.49.0/en/main_classes/trainer#transformers.Trainer.save_model) method saves the original model. Ensure ```gather_16bit_weights_on_model_save``` is set to ```true```in the [deepspeed configuration file](https://www.deepspeed.ai/docs/config-json/). +```gather_16bit_weights_on_model_save=ture in config. + "ZeRO_optimization": { + ... + "gather_16bit_weights_on_model_save": true, + }, +``` + +``` +trainer.save_model(your_saved_path) +``` +Models saved this way can be directly used for HF format inference without intermediate transformations. + + + + **Saving Checkpoints and Resuming** + + + +Saving Checkpoints remains compatible with HF transformers. Use [trainer.save_state()](https://huggingface.co/docs/transformers/v4.49.0/en/main_classes/trainer#transformers.Trainer.save_state) or set the save interval for automatic saving, which can be used to resume training. +``` +trainer.train(resume_from_checkpoint="your_saved_path/checkpoint-1200") +) +``` + +# Example +We validated AutoTP training using supervised finetune training (SFT) task: [stanford_alpaca](https://github.com/tatsu-lab/stanford_alpaca). The original benchmark model used in this project is Llama2-7B. + + + +**Training Loss curve** + + + +The following loss curves depict SFT training, where gbs is uniformly set to 32, and other configurations match the default experiment settings from ([stanford_alpaca](https://github.com/tatsu-lab/stanford_alpaca)). The loss curves are largely consistent across the following setups: + + - ZeRO3 + - TP + disable ZeRO + - ZeRO1 and ZeRO1 + AutoTP + - ZeRO2 and ZeRO2 + AutoTP + + + + + +
+ + + + +*Figure 3. Loss curve of ZeRO3 stage training (gbs=32, dp=8)* + +
+
+ + + +*Figure 4. Loss curve of AutoTP training (gbs=32, tp=8)* +
+ +
+ + + +*Figure 5. Loss curve of AutoTP + ZeRO1 training (gbs=32, dp=2, tp=4)* +
+ + +
+ + + +*Figure 6. Loss curve of AutoTP + ZeRO2 training (gbs=32, dp=2, tp=4)* + + +
+ + + **Resuming Training** + + + We tested recovery training curves from step 1200 in AutoTP + ZeRO1 and AutoTP + ZeRO2, which align with the original training curves. + +
+ + + +*Figure 7. AutoTP + ZeRO1 resuming training* + + + +*Figure 8. AutoTP + ZeRO2 resuming training* + +
+ + + + **Model Evaluation** + + + We conducted inference evaluations for the [MMLU task](https://github.com/EleutherAI/lm-evaluation-harness). + In MMLU, the scores for AutoTP + ZeRO1 and ZeRO1, as well as AutoTP + ZeRO2 and ZeRO2, are consistent, showing a fixed improvement over the pre-training model before SFT. + + +
+ + +| Groups | Version | Filter | n-shot | Metric | Model before SFT | ZeRO1 DP8 training | ZeRO1 TP4 DP2 training | ZeRO2 DP8 training | ZeRO2 TP4DP2 training | +|--------|---------|--------|--------|--------|-----------------------|--------------------|------------------------|--------------------|------------------------| +| mmlu | 2 | none | | acc | 0.4185 ± 0.0041 | 0.4472 ± 0.0041 | 0.4444 ± 0.0041 | 0.4543 ± 0.0041 | 0.4529 ± 0.0041 | +| - humanities | 2 | none | | acc | 0.3979 ± 0.0069 | 0.4185 ± 0.0070 | 0.4145 ± 0.0069 | 0.4274 ± 0.0070 | 0.4272 ± 0.0070 | +| - other | 2 | none | | acc | 0.4712 ± 0.0089 | 0.5249 ± 0.0087 | 0.5182 ± 0.0088 | 0.5282 ± 0.0087 | 0.5269 ± 0.0087 | +| - social sciences | 2 | none | | acc | 0.4742 ± 0.0089 | 0.5070 ± 0.0089 | 0.5083 ± 0.0088 | 0.5151 ± 0.0088 | 0.5115 ± 0.0089 | +| - stem | 2 | none | | acc | 0.3428 ± 0.0084 | 0.3549 ± 0.0084 | 0.3539 ± 0.0084 | 0.3622 ± 0.0084 | 0.3609 ± 0.0084 | + +*Table 1. MMLU score with Llama2-7B inference* + +
+ + + + + +# Miscellaneous + +If users define their own dataloader, please ensure data consistency within ```deepspeed.utils.get_tensor_model_parallel_group()```. DeepSpeed provides basic validation functions to assist with this. + +Furthermore, if users are not using transformers library, you can replace the ```TensorParallel_Layer``` layer and its subclasses as needed. See ```prepare_tp_model``` fucntion in ```unit/model_parallelism/test_autotp_training.py```. Users can also define different shard and gather for subclasses of ```TensorParallel_Layer.``` + + + + + +# Ongoing Work +- **Optimization**: Communication/Activation optimization. +- **Usability**: Support [Transformers TP plan](https://github.com/huggingface/transformers/blob/336dc69d63d56f232a183a3e7f52790429b871ef/src/transformers/models/llama/configuration_llama.py#L145), decouple AutoTP parser and more model testing, + + +Theoretically, features supported by ZeRO should also be supported, though extensive testing is pending. + +Welcome bug reports, enhancement, and additional model training examples. + + diff --git a/blogs/huggingface-tp/media/batchscale.png b/blogs/huggingface-tp/media/batchscale.png new file mode 100644 index 0000000000000000000000000000000000000000..37a6eeeade9ee2564b9e63a9f7ab6908b991654c GIT binary patch literal 88949 zcmb4qbxZq=Yj?AvClbPoyC+MfF7(5I%%)58*;3dR`72du3Li_IB`zPoxZ+FU?kN4hA?;RAx z1mBg9;~upKi!VKdbZvl#o2BvY~^$zsm?KAwy?V3NWM@c(f; 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zDvSTu&QA34gO%|^X#le+DUln6^Q)_R2n2L@cUMkXIU3Bn71i~x3TvQ$<4+^vsfZpK zFnHOGeb5P&1%)Ky^aR^ADWgXre>!v1GWoSpf9zz_9;rlGxjX!QAf>Wd?V+1>Bc&izg3+D$J{WH-gk#?2R*0mEsm_7b25+R|f2^^|KJshX2-(=&q-zg^Sb#%eE@mU+DxnIOH5Ag**6mUc_&G~cFE7fMbo<`ZC69N0C`{NtpanK8!$iX2sU>pENrFFal$+7aA!^)%wG=4yI+IHK?+G@ zX*8jv^^UP7oh^QiC`b+N!2UciBUJjIr&V$XONb^l05p%u&;K1l1iZ^Ecbcab)6G~QhgvfisHA87gmEgb@3?wX#S9--IlazGIk zumD|9-zkHd7p6Tx0;hBEARTqPh`W7z;?cv`vQRwyWjm& zLkMMhW`l Date: Thu, 20 Mar 2025 16:06:48 +0000 Subject: [PATCH 2/4] add contributors Signed-off-by: inkcherry --- blogs/huggingface-tp/README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/blogs/huggingface-tp/README.md b/blogs/huggingface-tp/README.md index 927b76fa37aa..a941723331f9 100644 --- a/blogs/huggingface-tp/README.md +++ b/blogs/huggingface-tp/README.md @@ -234,3 +234,5 @@ Theoretically, features supported by ZeRO should also be supported, though exten Welcome bug reports, enhancement, and additional model training examples. +## Contributors +This work was made possible through a deep collaboration between Intel and Microsoft. The contributors include Mingzhi Liu, Guokai Ma, Kiefer Kuah, Yejing Lai, Kurt Chen, Yejun Guo, Guangxin Xu, Xiaofei Feng, and Yang Wang from Intel; Guanhua Wang and Olatunji Ruwase from Microsoft. \ No newline at end of file From 37b826fbc30a6fb69dfe70c563513585a4726e08 Mon Sep 17 00:00:00 2001 From: inkcherry Date: Fri, 21 Mar 2025 00:11:21 +0800 Subject: [PATCH 3/4] fix title size Signed-off-by: inkcherry --- blogs/huggingface-tp/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blogs/huggingface-tp/README.md b/blogs/huggingface-tp/README.md index a941723331f9..c6da1d053d7c 100644 --- a/blogs/huggingface-tp/README.md +++ b/blogs/huggingface-tp/README.md @@ -234,5 +234,5 @@ Theoretically, features supported by ZeRO should also be supported, though exten Welcome bug reports, enhancement, and additional model training examples. -## Contributors +# Contributors This work was made possible through a deep collaboration between Intel and Microsoft. The contributors include Mingzhi Liu, Guokai Ma, Kiefer Kuah, Yejing Lai, Kurt Chen, Yejun Guo, Guangxin Xu, Xiaofei Feng, and Yang Wang from Intel; Guanhua Wang and Olatunji Ruwase from Microsoft. \ No newline at end of file From edb4dac94f1d72c4ecd480a1bc4725a99a9253ae Mon Sep 17 00:00:00 2001 From: Logan Adams Date: Thu, 20 Mar 2025 16:20:27 -0700 Subject: [PATCH 4/4] formatting Signed-off-by: Logan Adams --- blogs/huggingface-tp/README.md | 476 ++++++++++++++++----------------- 1 file changed, 238 insertions(+), 238 deletions(-) diff --git a/blogs/huggingface-tp/README.md b/blogs/huggingface-tp/README.md index c6da1d053d7c..609f690cd802 100644 --- a/blogs/huggingface-tp/README.md +++ b/blogs/huggingface-tp/README.md @@ -1,238 +1,238 @@ -
- -# Automatic Tensor Parallel (AutoTP) Training of Hugging Face models - -
- - -# Introduction - -Tensor parallelism (TP) is an important memory optimization for training large-scale deep learning models. Despite the popularity of training Hugging Face (HF) [models](https://huggingface.co/models), the model scaling options for **[HF trainer](https://huggingface.co/docs/transformers/main_classes/trainer)** was previously limited to sharded data parallelism through [ZeRO](https://huggingface.co/docs/accelerate/usage_guides/deepspeed)/[FSDP](https://huggingface.co/docs/accelerate/usage_guides/fsdp). While ZeRO3 offers superior memory efficiency, it incurs significant communication costs. ZeRO (1/2) has lower communication overhead, but in the case of very large models, it cannot be used directly due to memory limitations. Therefore, combining TP with ZeRO (1/2) offers more balanced options for memory and performance. Moreover, through TP, we can alleviate the batch scaling limitations imposed by ZeRO/FSDP. - -We are pleased to announce that DeepSpeed now provides native automatic tensor parallel training for Hugging Face (HF) transformers. This new feature builds on DeepSpeed's [AutoTP](https://www.deepspeed.ai/tutorials/automatic-tensor-parallelism/) mechanism, which was previously restricted to inference. AutoTP training can be combined with ZeRO to unlock unprecented efficiency benefits for HF model post-training, including: - -**1**. Model scaling with lower communication costs than FSDP/ZeRO3 (e.g., use AutoTP + ZeRO1 to achieve ZeRO3 memory savings). - -**2**. Batch size scaling for faster training and increased throughput. - -**3**. Context length scaling to enable new application scenarios. - -We have integrated AutoTP training with ZeRO1 & ZeRO2, with ZeRO3 integration on the way. AutoTP training is available in DeepSpeed versions >= 0.16.4 - -# Batch Scaling with AutoTP Training + ZeRO -The following is a batch scaling experiment of Llama3 8B training conducted on [Gaudi2 Accelerator](https://www.intel.com/content/www/us/en/products/details/processors/ai-accelerators/gaudi.html). - - -
- - - - -*Figure 1. Batch scaling experiment on Gaudi2, showing throughput performance improvements from 2 to 4 cards by combining AutoTP and ZeRO. The used mbs is the max possible value with the given config. A higher speedup indicates better performance.* - -
- - - -
- - - - -*Figure 2. Model training with AutoTP + ZeRO* - -
- - -Figure 2 illustrates the basic flowchart, The division of TP and ZeRO is implemented through the AutoTP parser and ZeRO Wrapper in [Accelerate](https://github.com/huggingface/accelerate.git). Besides, The TP-based dataloader and save mechanism are both supported in DeepSpeed and Accelerate. - -# Usage - -Although we evaluated AutoTP training with Llama2 & Llama3 models in this blog, we expect compatibility with other Hugging Face models, especially [those](https://www.deepspeed.ai/tutorials/automatic-tensor-parallelism/) previously validated with AutoTP inference. Please upgrade accelerate and transformers to the master branch. We will add their minimum version once they have release tag. - - - **Enable TP training** - -Similar to ZeRO, AutoTP training is enabled using the [deepspeed configuration file](https://www.deepspeed.ai/docs/config-json/) by specifying ```[tensor_parallel][autotp_size]```. -``` - "ZeRO_optimization": { - "stage": 1, - "gather_16bit_weights_on_model_save": true, - ... - }, - "tensor_parallel":{ - "autotp_size": 4 - }, -``` - -The parallel configuration follows this logic: - - -``` -tp_size = auto_tp_size -dp_size = num_gpus / tp_size -``` - -Note that the global_batch_size (gbs) changes with different TP settings: -``` -gbs (only dp) = per_device_batch_size * n_gpus * gradient_accumulation_steps - -gbs (dp with tp) = per_device_batch_size * n_gpus / tp_size * gradient_accumulation_steps -``` - - - - - - - - **Save Model** - - - - -Saving checkpoints and model files is fully compatible with HF transformers. The [trainer.save_model()](https://huggingface.co/docs/transformers/v4.49.0/en/main_classes/trainer#transformers.Trainer.save_model) method saves the original model. Ensure ```gather_16bit_weights_on_model_save``` is set to ```true```in the [deepspeed configuration file](https://www.deepspeed.ai/docs/config-json/). -```gather_16bit_weights_on_model_save=ture in config. - "ZeRO_optimization": { - ... - "gather_16bit_weights_on_model_save": true, - }, -``` - -``` -trainer.save_model(your_saved_path) -``` -Models saved this way can be directly used for HF format inference without intermediate transformations. - - - - **Saving Checkpoints and Resuming** - - - -Saving Checkpoints remains compatible with HF transformers. Use [trainer.save_state()](https://huggingface.co/docs/transformers/v4.49.0/en/main_classes/trainer#transformers.Trainer.save_state) or set the save interval for automatic saving, which can be used to resume training. -``` -trainer.train(resume_from_checkpoint="your_saved_path/checkpoint-1200") -) -``` - -# Example -We validated AutoTP training using supervised finetune training (SFT) task: [stanford_alpaca](https://github.com/tatsu-lab/stanford_alpaca). The original benchmark model used in this project is Llama2-7B. - - - -**Training Loss curve** - - - -The following loss curves depict SFT training, where gbs is uniformly set to 32, and other configurations match the default experiment settings from ([stanford_alpaca](https://github.com/tatsu-lab/stanford_alpaca)). The loss curves are largely consistent across the following setups: - - - ZeRO3 - - TP + disable ZeRO - - ZeRO1 and ZeRO1 + AutoTP - - ZeRO2 and ZeRO2 + AutoTP - - - - - -
- - - - -*Figure 3. Loss curve of ZeRO3 stage training (gbs=32, dp=8)* - -
-
- - - -*Figure 4. Loss curve of AutoTP training (gbs=32, tp=8)* -
- -
- - - -*Figure 5. Loss curve of AutoTP + ZeRO1 training (gbs=32, dp=2, tp=4)* -
- - -
- - - -*Figure 6. Loss curve of AutoTP + ZeRO2 training (gbs=32, dp=2, tp=4)* - - -
- - - **Resuming Training** - - - We tested recovery training curves from step 1200 in AutoTP + ZeRO1 and AutoTP + ZeRO2, which align with the original training curves. - -
- - - -*Figure 7. AutoTP + ZeRO1 resuming training* - - - -*Figure 8. AutoTP + ZeRO2 resuming training* - -
- - - - **Model Evaluation** - - - We conducted inference evaluations for the [MMLU task](https://github.com/EleutherAI/lm-evaluation-harness). - In MMLU, the scores for AutoTP + ZeRO1 and ZeRO1, as well as AutoTP + ZeRO2 and ZeRO2, are consistent, showing a fixed improvement over the pre-training model before SFT. - - -
- - -| Groups | Version | Filter | n-shot | Metric | Model before SFT | ZeRO1 DP8 training | ZeRO1 TP4 DP2 training | ZeRO2 DP8 training | ZeRO2 TP4DP2 training | -|--------|---------|--------|--------|--------|-----------------------|--------------------|------------------------|--------------------|------------------------| -| mmlu | 2 | none | | acc | 0.4185 ± 0.0041 | 0.4472 ± 0.0041 | 0.4444 ± 0.0041 | 0.4543 ± 0.0041 | 0.4529 ± 0.0041 | -| - humanities | 2 | none | | acc | 0.3979 ± 0.0069 | 0.4185 ± 0.0070 | 0.4145 ± 0.0069 | 0.4274 ± 0.0070 | 0.4272 ± 0.0070 | -| - other | 2 | none | | acc | 0.4712 ± 0.0089 | 0.5249 ± 0.0087 | 0.5182 ± 0.0088 | 0.5282 ± 0.0087 | 0.5269 ± 0.0087 | -| - social sciences | 2 | none | | acc | 0.4742 ± 0.0089 | 0.5070 ± 0.0089 | 0.5083 ± 0.0088 | 0.5151 ± 0.0088 | 0.5115 ± 0.0089 | -| - stem | 2 | none | | acc | 0.3428 ± 0.0084 | 0.3549 ± 0.0084 | 0.3539 ± 0.0084 | 0.3622 ± 0.0084 | 0.3609 ± 0.0084 | - -*Table 1. MMLU score with Llama2-7B inference* - -
- - - - - -# Miscellaneous - -If users define their own dataloader, please ensure data consistency within ```deepspeed.utils.get_tensor_model_parallel_group()```. DeepSpeed provides basic validation functions to assist with this. - -Furthermore, if users are not using transformers library, you can replace the ```TensorParallel_Layer``` layer and its subclasses as needed. See ```prepare_tp_model``` fucntion in ```unit/model_parallelism/test_autotp_training.py```. Users can also define different shard and gather for subclasses of ```TensorParallel_Layer.``` - - - - - -# Ongoing Work -- **Optimization**: Communication/Activation optimization. -- **Usability**: Support [Transformers TP plan](https://github.com/huggingface/transformers/blob/336dc69d63d56f232a183a3e7f52790429b871ef/src/transformers/models/llama/configuration_llama.py#L145), decouple AutoTP parser and more model testing, - - -Theoretically, features supported by ZeRO should also be supported, though extensive testing is pending. - -Welcome bug reports, enhancement, and additional model training examples. - - -# Contributors -This work was made possible through a deep collaboration between Intel and Microsoft. The contributors include Mingzhi Liu, Guokai Ma, Kiefer Kuah, Yejing Lai, Kurt Chen, Yejun Guo, Guangxin Xu, Xiaofei Feng, and Yang Wang from Intel; Guanhua Wang and Olatunji Ruwase from Microsoft. \ No newline at end of file +
+ +# Automatic Tensor Parallel (AutoTP) Training of Hugging Face models + +
+ + +# Introduction + +Tensor parallelism (TP) is an important memory optimization for training large-scale deep learning models. Despite the popularity of training Hugging Face (HF) [models](https://huggingface.co/models), the model scaling options for **[HF trainer](https://huggingface.co/docs/transformers/main_classes/trainer)** was previously limited to sharded data parallelism through [ZeRO](https://huggingface.co/docs/accelerate/usage_guides/deepspeed)/[FSDP](https://huggingface.co/docs/accelerate/usage_guides/fsdp). While ZeRO3 offers superior memory efficiency, it incurs significant communication costs. ZeRO (1/2) has lower communication overhead, but in the case of very large models, it cannot be used directly due to memory limitations. Therefore, combining TP with ZeRO (1/2) offers more balanced options for memory and performance. Moreover, through TP, we can alleviate the batch scaling limitations imposed by ZeRO/FSDP. + +We are pleased to announce that DeepSpeed now provides native automatic tensor parallel training for Hugging Face (HF) transformers. This new feature builds on DeepSpeed's [AutoTP](https://www.deepspeed.ai/tutorials/automatic-tensor-parallelism/) mechanism, which was previously restricted to inference. AutoTP training can be combined with ZeRO to unlock unprecented efficiency benefits for HF model post-training, including: + +**1**. Model scaling with lower communication costs than FSDP/ZeRO3 (e.g., use AutoTP + ZeRO1 to achieve ZeRO3 memory savings). + +**2**. Batch size scaling for faster training and increased throughput. + +**3**. Context length scaling to enable new application scenarios. + +We have integrated AutoTP training with ZeRO1 & ZeRO2, with ZeRO3 integration on the way. AutoTP training is available in DeepSpeed versions >= 0.16.4 + +# Batch Scaling with AutoTP Training + ZeRO +The following is a batch scaling experiment of Llama3 8B training conducted on [Gaudi2 Accelerator](https://www.intel.com/content/www/us/en/products/details/processors/ai-accelerators/gaudi.html). + + +
+ + + + +*Figure 1. Batch scaling experiment on Gaudi2, showing throughput performance improvements from 2 to 4 cards by combining AutoTP and ZeRO. The used mbs is the max possible value with the given config. A higher speedup indicates better performance.* + +
+ + + +
+ + + + +*Figure 2. Model training with AutoTP + ZeRO* + +
+ + +Figure 2 illustrates the basic flowchart, The division of TP and ZeRO is implemented through the AutoTP parser and ZeRO Wrapper in [Accelerate](https://github.com/huggingface/accelerate.git). Besides, The TP-based dataloader and save mechanism are both supported in DeepSpeed and Accelerate. + +# Usage + +Although we evaluated AutoTP training with Llama2 & Llama3 models in this blog, we expect compatibility with other Hugging Face models, especially [those](https://www.deepspeed.ai/tutorials/automatic-tensor-parallelism/) previously validated with AutoTP inference. Please upgrade accelerate and transformers to the master branch. We will add their minimum version once they have release tag. + + + **Enable TP training** + +Similar to ZeRO, AutoTP training is enabled using the [deepspeed configuration file](https://www.deepspeed.ai/docs/config-json/) by specifying ```[tensor_parallel][autotp_size]```. +``` + "ZeRO_optimization": { + "stage": 1, + "gather_16bit_weights_on_model_save": true, + ... + }, + "tensor_parallel":{ + "autotp_size": 4 + }, +``` + +The parallel configuration follows this logic: + + +``` +tp_size = auto_tp_size +dp_size = num_gpus / tp_size +``` + +Note that the global_batch_size (gbs) changes with different TP settings: +``` +gbs (only dp) = per_device_batch_size * n_gpus * gradient_accumulation_steps + +gbs (dp with tp) = per_device_batch_size * n_gpus / tp_size * gradient_accumulation_steps +``` + + + + + + + + **Save Model** + + + + +Saving checkpoints and model files is fully compatible with HF transformers. The [trainer.save_model()](https://huggingface.co/docs/transformers/v4.49.0/en/main_classes/trainer#transformers.Trainer.save_model) method saves the original model. Ensure ```gather_16bit_weights_on_model_save``` is set to ```true```in the [deepspeed configuration file](https://www.deepspeed.ai/docs/config-json/). +```gather_16bit_weights_on_model_save=true in config. + "ZeRO_optimization": { + ... + "gather_16bit_weights_on_model_save": true, + }, +``` + +``` +trainer.save_model(your_saved_path) +``` +Models saved this way can be directly used for HF format inference without intermediate transformations. + + + + **Saving Checkpoints and Resuming** + + + +Saving Checkpoints remains compatible with HF transformers. Use [trainer.save_state()](https://huggingface.co/docs/transformers/v4.49.0/en/main_classes/trainer#transformers.Trainer.save_state) or set the save interval for automatic saving, which can be used to resume training. +``` +trainer.train(resume_from_checkpoint="your_saved_path/checkpoint-1200") +) +``` + +# Example +We validated AutoTP training using supervised finetune training (SFT) task: [stanford_alpaca](https://github.com/tatsu-lab/stanford_alpaca). The original benchmark model used in this project is Llama2-7B. + + + +**Training Loss curve** + + + +The following loss curves depict SFT training, where gbs is uniformly set to 32, and other configurations match the default experiment settings from ([stanford_alpaca](https://github.com/tatsu-lab/stanford_alpaca)). The loss curves are largely consistent across the following setups: + + - ZeRO3 + - TP + disable ZeRO + - ZeRO1 and ZeRO1 + AutoTP + - ZeRO2 and ZeRO2 + AutoTP + + + + + +
+ + + + +*Figure 3. Loss curve of ZeRO3 stage training (gbs=32, dp=8)* + +
+
+ + + +*Figure 4. Loss curve of AutoTP training (gbs=32, tp=8)* +
+ +
+ + + +*Figure 5. Loss curve of AutoTP + ZeRO1 training (gbs=32, dp=2, tp=4)* +
+ + +
+ + + +*Figure 6. Loss curve of AutoTP + ZeRO2 training (gbs=32, dp=2, tp=4)* + + +
+ + + **Resuming Training** + + + We tested recovery training curves from step 1200 in AutoTP + ZeRO1 and AutoTP + ZeRO2, which align with the original training curves. + +
+ + + +*Figure 7. AutoTP + ZeRO1 resuming training* + + + +*Figure 8. AutoTP + ZeRO2 resuming training* + +
+ + + + **Model Evaluation** + + + We conducted inference evaluations for the [MMLU task](https://github.com/EleutherAI/lm-evaluation-harness). + In MMLU, the scores for AutoTP + ZeRO1 and ZeRO1, as well as AutoTP + ZeRO2 and ZeRO2, are consistent, showing a fixed improvement over the pre-training model before SFT. + + +
+ + +| Groups | Version | Filter | n-shot | Metric | Model before SFT | ZeRO1 DP8 training | ZeRO1 TP4 DP2 training | ZeRO2 DP8 training | ZeRO2 TP4DP2 training | +|--------|---------|--------|--------|--------|-----------------------|--------------------|------------------------|--------------------|------------------------| +| mmlu | 2 | none | | acc | 0.4185 ± 0.0041 | 0.4472 ± 0.0041 | 0.4444 ± 0.0041 | 0.4543 ± 0.0041 | 0.4529 ± 0.0041 | +| - humanities | 2 | none | | acc | 0.3979 ± 0.0069 | 0.4185 ± 0.0070 | 0.4145 ± 0.0069 | 0.4274 ± 0.0070 | 0.4272 ± 0.0070 | +| - other | 2 | none | | acc | 0.4712 ± 0.0089 | 0.5249 ± 0.0087 | 0.5182 ± 0.0088 | 0.5282 ± 0.0087 | 0.5269 ± 0.0087 | +| - social sciences | 2 | none | | acc | 0.4742 ± 0.0089 | 0.5070 ± 0.0089 | 0.5083 ± 0.0088 | 0.5151 ± 0.0088 | 0.5115 ± 0.0089 | +| - stem | 2 | none | | acc | 0.3428 ± 0.0084 | 0.3549 ± 0.0084 | 0.3539 ± 0.0084 | 0.3622 ± 0.0084 | 0.3609 ± 0.0084 | + +*Table 1. MMLU score with Llama2-7B inference* + +
+ + + + + +# Miscellaneous + +If users define their own dataloader, please ensure data consistency within ```deepspeed.utils.get_tensor_model_parallel_group()```. DeepSpeed provides basic validation functions to assist with this. + +Furthermore, if users are not using transformers library, you can replace the ```TensorParallel_Layer``` layer and its subclasses as needed. See ```prepare_tp_model``` function in ```unit/model_parallelism/test_autotp_training.py```. Users can also define different shard and gather for subclasses of ```TensorParallel_Layer.``` + + + + + +# Ongoing Work +- **Optimization**: Communication/Activation optimization. +- **Usability**: Support [Transformers TP plan](https://github.com/huggingface/transformers/blob/336dc69d63d56f232a183a3e7f52790429b871ef/src/transformers/models/llama/configuration_llama.py#L145), decouple AutoTP parser and more model testing, + + +Theoretically, features supported by ZeRO should also be supported, though extensive testing is pending. + +Welcome bug reports, enhancement, and additional model training examples. + + +# Contributors +This work was made possible through a deep collaboration between Intel and Microsoft. The contributors include Mingzhi Liu, Guokai Ma, Kiefer Kuah, Yejing Lai, Kurt Chen, Yejun Guo, Guangxin Xu, Xiaofei Feng, and Yang Wang from Intel; Guanhua Wang and Olatunji Ruwase from Microsoft.

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