From 7e76ecb93dd653ce226abdadac4277411314f55f Mon Sep 17 00:00:00 2001 From: Tianyu Liu Date: Mon, 22 Apr 2024 16:14:44 -0700 Subject: [PATCH 1/4] update readme.md and performance.md [ghstack-poisoned] --- README.md | 10 +++---- assets/images/llama2_loss_curves.png | Bin 0 -> 287758 bytes assets/images/llama3_loss_curves.png | Bin 0 -> 252691 bytes assets/images/loss_curves.png | Bin 264186 -> 0 bytes docs/performance.md | 40 ++++++++++++++++++++------- 5 files changed, 35 insertions(+), 15 deletions(-) create mode 100644 assets/images/llama2_loss_curves.png create mode 100644 assets/images/llama3_loss_curves.png delete mode 100644 assets/images/loss_curves.png diff --git a/README.md b/README.md index 9453f6762..7c17116bb 100644 --- a/README.md +++ b/README.md @@ -14,8 +14,8 @@ [![Welcome to TorchTrain!](assets/images/titan_play_video.jpg)](https://youtu.be/ee5DOEqD35I?si=_B94PbVv0V5ZnNKE "Welcome to TorchTrain!") ## Pre-Release Updates: -#### (4/18/2024): `torchtitan` is now public but in a pre-release state and under development. -Currently we showcase pre-training Llama2 models (LLMs) of various sizes from scratch. `torchtitan` is tested and verified with the PyTorch nightly version `torch-2.4.0.dev20240412`. (We recommend latest PyTorch nightly). +#### (4/23/2024): `torchtitan` is now public but in a pre-release state and under development. +Currently we showcase pre-training Llama 3 and Llama 2 models (LLMs) of various sizes from scratch. `torchtitan` is tested and verified with the PyTorch nightly version `torch-2.4.0.dev20240412`. (We recommend latest PyTorch nightly). Key features available:
1 - [FSDP2 (per param sharding)](docs/fsdp.md)
@@ -49,9 +49,9 @@ pip install -r requirements.txt ### Downloading a tokenizer.model -`torchtitan` currently supports training Llama3 (8B, 70B), and Llama2 (13B, 70B) out of the box. To get started training these models, we need to download a tokenizer.model. Follow the instructions on the official [meta-llama](https://huggingface.co/meta-llama/Meta-Llama-3-8B) repository to ensure you have access to the Llama model weights. +`torchtitan` currently supports training Llama 3 (8B, 70B), and Llama 2 (13B, 70B) out of the box. To get started training these models, we need to download a tokenizer.model. Follow the instructions on the official [meta-llama](https://huggingface.co/meta-llama/Meta-Llama-3-8B) repository to ensure you have access to the Llama model weights. -Once you have confirmed access, you can run the following command to download the Llama2/3 tokenizer to your local machine. +Once you have confirmed access, you can run the following command to download the Llama 3 / Llama 2 tokenizer to your local machine. ``` # pass your hf_token in order to download tokenizer.model @@ -63,7 +63,7 @@ python torchtitan/datasets/download_tokenizer.py --repo_id meta-llama/Meta-Llama python torchtitan/datasets/download_tokenizer.py --repo_id meta-llama/Llama-2-13b-hf --hf_token=... ``` -Run the llama3 8B model locally on 8 GPUs: +Run the Llama 3 8B model locally on 8 GPUs: ``` CONFIG_FILE="./train_configs/llama3_8b.toml" ./run_llama_train.sh diff --git a/assets/images/llama2_loss_curves.png b/assets/images/llama2_loss_curves.png new file mode 100644 index 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zXP*0lCFk6&m>y}+zc!Q`Jc8=Ldkk*3>r=`ua4)ru^pj%-R50w6;TbG!?T5rf_g3uO zR;A5bm#ww_I}`WQ+zf`Pq5uf6>&prQ4#f4DqqXXI0Q_P9;Az-AYN!3Fq_eFf?eG>n%i*0mq>ICPB~>rH%IfZKm*)@&V-9GLh za5T?mrY69^Gb6QDBudvDL>gu>0hFQPz(0(x;;YY$Y zs^&puAy09gq&OYk)a3a!l7y!9o|KWIw0R7&wfm5j+B&qQgFLw+SVxox;#+e7ovNlb zMRg_?_?#F_PEFF?-{qo8Cdz(7#>E%zV4RG;^&UOI=qs-rZz}DSS!4oQmcfGYRena! z4xu8f_6GJ<SE3rFy=Mvndo$<{_5eGq@%b(%Zj!gMI@>b|;@ z7s1pg+H?G(@!GznPk~YbEe~2~tN1d)Jo?H`X5YEg{ixyC`~f9Ff|{Az^wlokuMJHy z^auVH5BQ8aOgJrg?4MP1%JT~!#KXm&efj71`9Dr_8fDHd=d6eivS|7Z-?@KfPU@CI zF)}`skhWK+UtzKQuw%ZNrG;USGw&_ucTdVZeEFyLVUH679kExmR|eZZuY3OH_g5J^ zK&qfTU3rcFd#g`3XN@&X^cjVkV2hjf^TUf^$6w0G7!ge`KDlPtXFq(4`D*32wkpjR zQKZe*6C?@u9zXxCw-1Au!v6ZXazUK^vmRPAU3ME=e(7M!lNTw@JTWiC6k;0-cWX>~ zSuPKC@^AW&bT|w~&q@6DoBHQw(8DrF_vluCN Date: Mon, 22 Apr 2024 16:21:55 -0700 Subject: [PATCH 2/4] Update on "update readme.md and performance.md" Include llama3 performance metrics. [ghstack-poisoned] --- README.md | 6 +++--- docs/performance.md | 4 ++-- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 7c17116bb..9a8627d46 100644 --- a/README.md +++ b/README.md @@ -49,9 +49,9 @@ pip install -r requirements.txt ### Downloading a tokenizer.model -`torchtitan` currently supports training Llama 3 (8B, 70B), and Llama 2 (13B, 70B) out of the box. To get started training these models, we need to download a tokenizer.model. Follow the instructions on the official [meta-llama](https://huggingface.co/meta-llama/Meta-Llama-3-8B) repository to ensure you have access to the Llama model weights. +`torchtitan` currently supports training Llama 3 (8B, 70B), and Llama 2 (13B, 70B) out of the box. To get started training these models, we need to download a tokenizer.model. Follow the instructions on the official [meta-llama](https://huggingface.co/meta-llama/Meta-Llama-3-8B) repository to ensure you have the access to Llama model weights. -Once you have confirmed access, you can run the following command to download the Llama 3 / Llama 2 tokenizer to your local machine. +Once you have confirmed access, you can run the following command to download Llama 3 / Llama 2 tokenizer to your local machine. ``` # pass your hf_token in order to download tokenizer.model @@ -63,7 +63,7 @@ python torchtitan/datasets/download_tokenizer.py --repo_id meta-llama/Meta-Llama python torchtitan/datasets/download_tokenizer.py --repo_id meta-llama/Llama-2-13b-hf --hf_token=... ``` -Run the Llama 3 8B model locally on 8 GPUs: +Run Llama 3 8B model locally on 8 GPUs: ``` CONFIG_FILE="./train_configs/llama3_8b.toml" ./run_llama_train.sh diff --git a/docs/performance.md b/docs/performance.md index a0b26bffb..d0deb6be2 100644 --- a/docs/performance.md +++ b/docs/performance.md @@ -1,4 +1,4 @@ -To demonstrate the effectiveness of techniques used in torchtitan, we report both the infra metrics and loss curves of the LLaMa 2 (13B and 70B) and LLaMa 3 (8B and 70B) training on 64 A100 (80GB memory) GPUs. We report infra metrics achieved by FSDP2 (1D parallelism) under various configurations, and loss curves for both 1D parallelism (FSDP2) and 2D parallelism (FSDP2 + Tensor Parallel) training. +To demonstrate the effectiveness of techniques used in torchtitan, we report both the infra metrics and loss curves of LLaMa 2 (13B and 70B) and LLaMa 3 (8B and 70B) training on 64 A100 (80GB memory) GPUs. We report infra metrics achieved by FSDP2 (1D parallelism) under various configurations, and loss curves for both 1D parallelism (FSDP2) and 2D parallelism (FSDP2 + Tensor Parallel) training. ## LLaMa 3 performance numbers @@ -30,7 +30,7 @@ Below is the WPS and MFU results which torchtitan achieves on LLaMa 2 models wit | 70B | 1[^2] | selective op | 355 | 50.8% | | 70B | 2 | full | 353 | 50.5% | -We mostly use local batch size 2 (global batch size 128) in the experiments, to keep the same number of tokens per training iteration between LLaMa 2 and LLaMa 3 (since the default sequence length in LLaMa 2 is 4096 which is halved compared with LLaMa 3). In fact, for the LLaMa 2 70B model with full activation checkpointing, the MFU can go up to 54% when local batch size is higher (but before OOM happens). +We mostly use local batch size 2 (global batch size 128) in the experiments, to keep the same number of tokens per training iteration between LLaMa 2 and LLaMa 3 (since the default sequence length in LLaMa 2 is 4096 which is halved compared with LLaMa 3). In fact, for LLaMa 2 70B model with full activation checkpointing, the MFU can go up to 54% when local batch size is higher (but before OOM happens). Next we show the loss curves for LLaMa 2 13B and LLaMa 2 70B training with both 1D parallelism (FSDP2) and 2D parallelism (FSDP2 + Tensor Parallel). All the four models are trained 3000 steps with global batch size 128. In terms of activation checkpointing (AC) configs, the LLaMa 2 13B training jobs use selective op AC, whereas the LLaMa 70B training jobs use full AC. The results are shown in the picture (a TensorBoard screenshot) below[^3]. From 504e7641dac429b924324f06707ab7fcafe36a6b Mon Sep 17 00:00:00 2001 From: Tianyu Liu Date: Mon, 22 Apr 2024 20:11:05 -0700 Subject: [PATCH 3/4] Update on "update readme.md and performance.md" Include llama3 performance metrics. [ghstack-poisoned] --- README.md | 2 +- docs/performance.md | 30 ++++++++++++++---------------- 2 files changed, 15 insertions(+), 17 deletions(-) diff --git a/README.md b/README.md index 9a8627d46..b35a10458 100644 --- a/README.md +++ b/README.md @@ -49,7 +49,7 @@ pip install -r requirements.txt ### Downloading a tokenizer.model -`torchtitan` currently supports training Llama 3 (8B, 70B), and Llama 2 (13B, 70B) out of the box. To get started training these models, we need to download a tokenizer.model. Follow the instructions on the official [meta-llama](https://huggingface.co/meta-llama/Meta-Llama-3-8B) repository to ensure you have the access to Llama model weights. +`torchtitan` currently supports training Llama 3 (8B, 70B), and Llama 2 (13B, 70B) out of the box. To get started training these models, we need to download a tokenizer.model. Follow the instructions on the official [meta-llama](https://huggingface.co/meta-llama/Meta-Llama-3-8B) repository to ensure you have access to the Llama model weights. Once you have confirmed access, you can run the following command to download Llama 3 / Llama 2 tokenizer to your local machine. diff --git a/docs/performance.md b/docs/performance.md index d0deb6be2..877018790 100644 --- a/docs/performance.md +++ b/docs/performance.md @@ -1,43 +1,41 @@ -To demonstrate the effectiveness of techniques used in torchtitan, we report both the infra metrics and loss curves of LLaMa 2 (13B and 70B) and LLaMa 3 (8B and 70B) training on 64 A100 (80GB memory) GPUs. We report infra metrics achieved by FSDP2 (1D parallelism) under various configurations, and loss curves for both 1D parallelism (FSDP2) and 2D parallelism (FSDP2 + Tensor Parallel) training. +To demonstrate the effectiveness of techniques used in torchtitan, we report both the infra metrics and loss curves of Llama 2 (13B and 70B) and Llama 3 (8B and 70B) training on 64 A100 (80GB memory) GPUs. We report infra metrics achieved by FSDP2 (1D parallelism) under various configurations, and loss curves for both 1D parallelism (FSDP2) and 2D parallelism (FSDP2 + Tensor Parallel) training. -## LLaMa 3 performance numbers +## Llama 3 performance numbers -Below is the WPS (word per second, or more accurately, token per second) and MFU (model FLOPS utilization) results which torchtitan achieves on LLaMa 3 models with FSDP2 on 64 A100 (80GB) GPUs. The way we compute WPS and MFU can be found in `train.py`. +Below is the WPS (word per second, or more accurately, token per second) and MFU (model FLOPS utilization) results which torchtitan achieves on Llama 3 models with FSDP2 on 64 A100 (80GB) GPUs. The way we compute WPS and MFU can be found in `train.py`. | Model size | Batch size | Activation checkpoiting | WPS | MFU | | ----- | ----- | ----- | ----- | ----- | -| 8B | 1 | selective layer | 2876 | 56.3% | +| 8B | 1 | selective layer | 2904 | 56.8% | | 8B | 1 | selective op | 2973 | 58.2% | -| 70B | 1 | full | 323 | 50.5%[^1] | +| 70B | 1 | full | 331 | 51.7% | -We use local batch size 1 (global batch size = local batch size 1 * number of FSDP ranks 64 = 64), because it mimics the small local batch size in large scaled training, and moreoever allows us to compare 1D (FSDP) and 2D (FSDP + TP) training under the same global batch size on both 8B and 70B LLaMa 3 models, without the out-of-memory (OOM) issue. +We use local batch size 1 (global batch size = local batch size 1 * number of FSDP ranks 64 = 64), because it mimics the small local batch size in large scaled training, and moreoever allows us to compare 1D (FSDP) and 2D (FSDP + TP) training under the same global batch size on both 8B and 70B Llama 3 models, without the out-of-memory (OOM) issue. -Next we show the loss curves for LLaMa 3 8B and LLaMa 3 70B training with both 1D parallelism (FSDP2) and 2D parallelism (FSDP2 + Tensor Parallel). All the four models are trained 3000 steps on the [C4 dataset](https://huggingface.co/datasets/allenai/c4), with global batch size 64. In terms of activation checkpointing (AC) configs, the LLaMa 3 8B training jobs use selective op AC, whereas the LLaMa 3 70B training jobs use full AC. The results are shown in the picture (a TensorBoard screenshot) below. +Next we show the loss curves for Llama 3 8B and Llama 3 70B training with both 1D parallelism (FSDP2) and 2D parallelism (FSDP2 + Tensor Parallel). All the four models are trained 3000 steps on the [C4 dataset](https://huggingface.co/datasets/allenai/c4), with global batch size 64. In terms of activation checkpointing (AC) configs, the Llama 3 8B training jobs use selective op AC, whereas the Llama 3 70B training jobs use full AC. The results are shown in the picture (a TensorBoard screenshot) below. ![image](../assets/images/llama3_loss_curves.png) -## LLaMa 2 performance numbers +## Llama 2 performance numbers -Below is the WPS and MFU results which torchtitan achieves on LLaMa 2 models with FSDP2 on 64 A100 (80GB) GPUs. +Below is the WPS and MFU results which torchtitan achieves on Llama 2 models with FSDP2 on 64 A100 (80GB) GPUs. | Model size | Batch size | Activation checkpoiting | WPS | MFU | | ----- | ----- | ----- | ----- | ----- | | 13B | 2 | no | 2162 | 61.1% | | 13B | 2 | selective layer | 1914 | 54.1% | | 13B | 2 | selective op | 1904 | 53.8% | -| 70B | 1[^2] | selective op | 355 | 50.8% | +| 70B | 1[^1] | selective op | 355 | 50.8% | | 70B | 2 | full | 353 | 50.5% | -We mostly use local batch size 2 (global batch size 128) in the experiments, to keep the same number of tokens per training iteration between LLaMa 2 and LLaMa 3 (since the default sequence length in LLaMa 2 is 4096 which is halved compared with LLaMa 3). In fact, for LLaMa 2 70B model with full activation checkpointing, the MFU can go up to 54% when local batch size is higher (but before OOM happens). +We mostly use local batch size 2 (global batch size 128) in the experiments, to keep the same number of tokens per training iteration between Llama 2 and Llama 3 (since the default sequence length in Llama 2 is 4096 which is halved compared with Llama 3). In fact, for Llama 2 70B model with full activation checkpointing, the MFU can go up to 54% when local batch size is higher (but before OOM happens). -Next we show the loss curves for LLaMa 2 13B and LLaMa 2 70B training with both 1D parallelism (FSDP2) and 2D parallelism (FSDP2 + Tensor Parallel). All the four models are trained 3000 steps with global batch size 128. In terms of activation checkpointing (AC) configs, the LLaMa 2 13B training jobs use selective op AC, whereas the LLaMa 70B training jobs use full AC. The results are shown in the picture (a TensorBoard screenshot) below[^3]. +Next we show the loss curves for Llama 2 13B and Llama 2 70B training with both 1D parallelism (FSDP2) and 2D parallelism (FSDP2 + Tensor Parallel). All the four models are trained 3000 steps with global batch size 128. In terms of activation checkpointing (AC) configs, the Llama 2 13B training jobs use selective op AC, whereas the Llama 70B training jobs use full AC. The results are shown in the picture (a TensorBoard screenshot) below[^2]. ![image](../assets/images/llama2_loss_curves.png) -[^1]: We note that on 128 A100 GPUs, the MFU of LLaMa 3 70B training can go up to 50.9%. +[^1]: Since the 70B training with local batch size 2 will cause OOM error when selective activation checkpointing is used, we report the local batch size 1 case instead. -[^2]: Since the 70B training with local batch size 2 will cause OOM error when selective activation checkpointing is used, we report the local batch size 1 case instead. - -[^3]: One may have noticed that for both 13B and 70B training, 1D parallelism has slightly better convergence than 2D parallelism in the first half of training. We believe this is caused by the stronger shuffling effect introduced by having more FSDP ranks in the 1D parallelism, and the difference in convergence speed should go away after switching to a randomized data loading solution. +[^2]: One may have noticed that for both 13B and 70B training, 1D parallelism has slightly better convergence than 2D parallelism in the first half of training. We believe this is caused by the stronger shuffling effect introduced by having more FSDP ranks in the 1D parallelism, and the difference in convergence speed should go away after switching to a randomized data loading solution. From 54e980db30c7d22b2635d880197b73745deee1dc Mon Sep 17 00:00:00 2001 From: Tianyu Liu Date: Mon, 22 Apr 2024 20:26:15 -0700 Subject: [PATCH 4/4] Update on "update readme.md and performance.md" Include llama3 performance metrics. [ghstack-poisoned] --- docs/performance.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/performance.md b/docs/performance.md index 877018790..c1f653b42 100644 --- a/docs/performance.md +++ b/docs/performance.md @@ -1,4 +1,4 @@ -To demonstrate the effectiveness of techniques used in torchtitan, we report both the infra metrics and loss curves of Llama 2 (13B and 70B) and Llama 3 (8B and 70B) training on 64 A100 (80GB memory) GPUs. We report infra metrics achieved by FSDP2 (1D parallelism) under various configurations, and loss curves for both 1D parallelism (FSDP2) and 2D parallelism (FSDP2 + Tensor Parallel) training. +To demonstrate the effectiveness of techniques used in torchtitan, we report both the infra metrics and loss curves of Llama 2 (13B and 70B) and Llama 3 (8B and 70B) training on 64 A100 (80GB memory) GPUs. We report infra metrics achieved by [FSDP2](fsdp.md) (1D parallelism) under various configurations, and loss curves for both 1D parallelism (FSDP2) and 2D parallelism (FSDP2 + Tensor Parallel) training. ## Llama 3 performance numbers