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[LLM benchmark]add qwen2.5-7b (#9524)
* add qwen2.5-7b * add qwen2.5-1.5b/14b * add fix * update data * fix * fix * fix * Update run_ci.sh * update ips for dpo * add llama2
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34 changes: 34 additions & 0 deletions
34
tests/test_tipc/llm/llama2/N1C8/llama2-13b_dpo_bs16_bf16_tp4_sd2_acc4_dygraph.sh
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| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
|
||
|
|
||
| param="model_name_or_path=meta-llama/Llama-2-13b " | ||
| param+="per_device_train_batch_size=1 " | ||
| param+="tensor_parallel_degree=4 " | ||
| param+="sharding_parallel_degree=2 " | ||
| param+="sharding=stage2 " | ||
| param+="recompute=true " | ||
| param+="recompute_granularity=full " | ||
| param+="gradient_accumulation_steps=4 " | ||
| param+="run_stage=dpo " | ||
| param+="run_mode=tp4_sd2_acc4_dygraph " | ||
| param+="device_num=N1C8 " | ||
| param+="global_batch_size=16 " | ||
| param+="model_item=llama2-13b_dpo " | ||
| param+="max_steps=150 " | ||
|
|
||
| cd ./tests | ||
| bash ./test_tipc/llm/llama2/benchmark_common/prepare.sh | ||
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| bash -c "${param} bash ./test_tipc/llm/llama2/benchmark_common/run_benchmark.sh" |
34 changes: 34 additions & 0 deletions
34
tests/test_tipc/llm/llama2/N1C8/llama2-13b_lora_bs16_bf16_tp1_sd8_acc1_dygraph.sh
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|---|---|---|
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| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
|
||
|
|
||
| param="model_name_or_path=meta-llama/Llama-2-13b " | ||
| param+="per_device_train_batch_size=1 " | ||
| param+="tensor_parallel_degree=1 " | ||
| param+="sharding_parallel_degree=8 " | ||
| param+="sharding=stage1 " | ||
| param+="recompute=true " | ||
| param+="recompute_granularity=full " | ||
| param+="gradient_accumulation_steps=1 " | ||
| param+="run_stage=lora " | ||
| param+="run_mode=tp1_sd8_acc1_dygraph " | ||
| param+="device_num=N1C8 " | ||
| param+="global_batch_size=16 " | ||
| param+="model_item=llama2-13b_lora " | ||
| param+="max_steps=150 " | ||
|
|
||
| cd ./tests | ||
| bash ./test_tipc/llm/llama2/benchmark_common/prepare.sh | ||
|
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| bash -c "${param} bash ./test_tipc/llm/llama2/benchmark_common/run_benchmark.sh" |
34 changes: 34 additions & 0 deletions
34
tests/test_tipc/llm/llama2/N1C8/llama2-13b_sft_bs16_bf16_tp2_sd4_acc2_dygraph.sh
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| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
|
||
|
|
||
| param="model_name_or_path=meta-llama/Llama-2-13b " | ||
| param+="per_device_train_batch_size=1 " | ||
| param+="tensor_parallel_degree=2 " | ||
| param+="sharding_parallel_degree=4 " | ||
| param+="sharding=stage2 " | ||
| param+="recompute=true " | ||
| param+="recompute_granularity=full " | ||
| param+="gradient_accumulation_steps=2 " | ||
| param+="run_stage=sft " | ||
| param+="run_mode=tp2_sd4_acc2_dygraph " | ||
| param+="device_num=N1C8 " | ||
| param+="global_batch_size=16 " | ||
| param+="model_item=llama2-13b_sft " | ||
| param+="max_steps=150 " | ||
|
|
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| cd ./tests | ||
| bash ./test_tipc/llm/llama2/benchmark_common/prepare.sh | ||
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| bash -c "${param} bash ./test_tipc/llm/llama2/benchmark_common/run_benchmark.sh" |
34 changes: 34 additions & 0 deletions
34
tests/test_tipc/llm/llama2/N1C8/llama2-7b_dpo_bs16_bf16_tp4_sd2_acc1_dygraph.sh
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| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
|
||
|
|
||
| param="model_name_or_path=meta-llama/Llama-2-7b " | ||
| param+="per_device_train_batch_size=1 " | ||
| param+="tensor_parallel_degree=4 " | ||
| param+="sharding_parallel_degree=2 " | ||
| param+="sharding=stage2 " | ||
| param+="recompute=true " | ||
| param+="recompute_granularity=full " | ||
| param+="gradient_accumulation_steps=1 " | ||
| param+="run_stage=dpo " | ||
| param+="run_mode=tp4_sd2_acc1_dygraph " | ||
| param+="device_num=N1C8 " | ||
| param+="global_batch_size=16 " | ||
| param+="model_item=llama2-7b_dpo " | ||
| param+="max_steps=150 " | ||
|
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| cd ./tests | ||
| bash ./test_tipc/llm/llama2/benchmark_common/prepare.sh | ||
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| bash -c "${param} bash ./test_tipc/llm/llama2/benchmark_common/run_benchmark.sh" |
33 changes: 33 additions & 0 deletions
33
tests/test_tipc/llm/llama2/N1C8/llama2-7b_lora_bs16_bf16_tp1_pp1_acc1_dygraph.sh
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|---|---|---|
| @@ -0,0 +1,33 @@ | ||
| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
|
||
|
|
||
| param="model_name_or_path=meta-llama/Llama-2-7b " | ||
| param+="per_device_train_batch_size=1 " | ||
| param+="tensor_parallel_degree=1 " | ||
| param+="pipeline_parallel_degree=1 " | ||
| param+="recompute=true " | ||
| param+="recompute_granularity=full " | ||
| param+="gradient_accumulation_steps=1 " | ||
| param+="run_stage=lora " | ||
| param+="run_mode=tp1_pp1_acc1_dygraph " | ||
| param+="device_num=N1C8 " | ||
| param+="global_batch_size=16 " | ||
| param+="model_item=llama2-7b_lora " | ||
| param+="max_steps=150 " | ||
|
|
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| cd ./tests | ||
| bash ./test_tipc/llm/llama2/benchmark_common/prepare.sh | ||
|
|
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| bash -c "${param} bash ./test_tipc/llm/llama2/benchmark_common/run_benchmark.sh" |
34 changes: 34 additions & 0 deletions
34
tests/test_tipc/llm/llama2/N1C8/llama2-7b_sft_bs16_bf16_tp2_sd4_acc1_dygraph.sh
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,34 @@ | ||
| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
|
||
|
|
||
| param="model_name_or_path=meta-llama/Llama-2-7b " | ||
| param+="per_device_train_batch_size=1 " | ||
| param+="tensor_parallel_degree=2 " | ||
| param+="sharding_parallel_degree=4 " | ||
| param+="sharding=stage2 " | ||
| param+="recompute=true " | ||
| param+="recompute_granularity=full " | ||
| param+="gradient_accumulation_steps=1 " | ||
| param+="run_stage=sft " | ||
| param+="run_mode=tp2_sd4_acc1_dygraph " | ||
| param+="device_num=N1C8 " | ||
| param+="global_batch_size=16 " | ||
| param+="model_item=llama2-7b_sft " | ||
| param+="max_steps=150 " | ||
|
|
||
| cd ./tests | ||
| bash ./test_tipc/llm/llama2/benchmark_common/prepare.sh | ||
|
|
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| bash -c "${param} bash ./test_tipc/llm/llama2/benchmark_common/run_benchmark.sh" |
36 changes: 36 additions & 0 deletions
36
tests/test_tipc/llm/llama2/benchmark_common/benchmark_json/llama2-13b/dpo.json
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|---|---|---|
| @@ -0,0 +1,36 @@ | ||
| { | ||
| "model_name_or_path": "meta-llama/Llama-2-13b", | ||
| "train_dataset_path": "./data/dpo_benchmark_train/train.json", | ||
| "dev_dataset_path": "./data/dpo_benchmark_train/dev.json", | ||
| "output_dir": "./checkpoints/dpo_ckpts", | ||
| "per_device_train_batch_size": 1, | ||
| "gradient_accumulation_steps": 4, | ||
| "per_device_eval_batch_size": 1, | ||
| "num_train_epochs": 1, | ||
| "learning_rate": 1e-06, | ||
| "warmup_steps": 10, | ||
| "logging_steps": 1, | ||
| "evaluation_strategy": "no", | ||
| "save_strategy": "no", | ||
| "max_seq_len": 8192, | ||
| "max_prompt_len": 4096, | ||
| "bf16": true, | ||
| "fp16_opt_level": "O2", | ||
| "do_train": true, | ||
| "do_eval": false, | ||
| "disable_tqdm": true, | ||
| "load_best_model_at_end": true, | ||
| "tensor_parallel_degree": 4, | ||
| "sharding_parallel_degree": 2, | ||
| "sharding": "stage2", | ||
| "use_flash_attention": true, | ||
| "flash_mask": true, | ||
| "recompute": true, | ||
| "recompute_granularity": "full", | ||
| "benchmark": true, | ||
| "unified_checkpoint": true, | ||
| "autotuner_benchmark":false, | ||
| "beta": 0.1, | ||
| "loss_type": "sigmoid", | ||
| "label_smoothing": 0.0 | ||
| } |
39 changes: 39 additions & 0 deletions
39
tests/test_tipc/llm/llama2/benchmark_common/benchmark_json/llama2-13b/lora.json
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|---|---|---|
| @@ -0,0 +1,39 @@ | ||
| { | ||
| "model_name_or_path": "meta-llama/Llama-2-13b", | ||
| "dataset_name_or_path": "./data/sft_benchmark_train/", | ||
| "output_dir": "./checkpoints/lora_ckpts", | ||
| "per_device_train_batch_size": 1, | ||
| "gradient_accumulation_steps": 1, | ||
| "per_device_eval_batch_size": 8, | ||
| "eval_accumulation_steps":16, | ||
| "num_train_epochs": 1, | ||
| "learning_rate": 3e-04, | ||
| "warmup_steps": 30, | ||
| "logging_steps": 1, | ||
| "evaluation_strategy": "no", | ||
| "save_strategy": "no", | ||
| "src_length": 4096, | ||
| "max_length": 8192, | ||
| "bf16": true, | ||
| "fp16_opt_level": "O2", | ||
| "do_train": true, | ||
| "do_eval": false, | ||
| "disable_tqdm": true, | ||
| "load_best_model_at_end": true, | ||
| "eval_with_do_generation": false, | ||
| "metric_for_best_model": "accuracy", | ||
| "recompute": true, | ||
| "recompute_granularity": "full", | ||
| "save_total_limit": 1, | ||
| "tensor_parallel_degree": 1, | ||
| "sharding_parallel_degree": 8, | ||
| "sharding": "stage1", | ||
| "pipeline_parallel_degree": 1, | ||
| "lora": true, | ||
| "unified_checkpoint": true, | ||
| "benchmark": true, | ||
| "zero_padding": true, | ||
| "flash_mask": true, | ||
| "use_flash_attention": true, | ||
| "pissa": false | ||
| } |
37 changes: 37 additions & 0 deletions
37
tests/test_tipc/llm/llama2/benchmark_common/benchmark_json/llama2-13b/sft.json
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|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| { | ||
| "model_name_or_path": "meta-llama/Llama-2-13b", | ||
| "dataset_name_or_path": "./data/sft_benchmark_train/", | ||
| "output_dir": "./checkpoints/sft_ckpts", | ||
| "per_device_train_batch_size": 1, | ||
| "gradient_accumulation_steps": 2, | ||
| "per_device_eval_batch_size": 8, | ||
| "eval_accumulation_steps":16, | ||
| "num_train_epochs": 1, | ||
| "learning_rate": 3e-05, | ||
| "warmup_steps": 30, | ||
| "logging_steps": 1, | ||
| "evaluation_strategy": "no", | ||
| "save_strategy": "no", | ||
| "src_length": 4096, | ||
| "max_length": 8192, | ||
| "bf16": true, | ||
| "fp16_opt_level": "O2", | ||
| "do_train": true, | ||
| "do_eval": false, | ||
| "disable_tqdm": true, | ||
| "load_best_model_at_end": true, | ||
| "eval_with_do_generation": false, | ||
| "metric_for_best_model": "accuracy", | ||
| "recompute": true, | ||
| "recompute_granularity": "full", | ||
| "save_total_limit": 1, | ||
| "benchmark": true, | ||
| "tensor_parallel_degree": 2, | ||
| "sharding_parallel_degree": 4, | ||
| "pipeline_parallel_degree": 1, | ||
| "sharding": "stage2", | ||
| "zero_padding": true, | ||
| "flash_mask": true, | ||
| "unified_checkpoint": true, | ||
| "use_flash_attention": true | ||
| } |
36 changes: 36 additions & 0 deletions
36
tests/test_tipc/llm/llama2/benchmark_common/benchmark_json/llama2-7b/dpo.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,36 @@ | ||
| { | ||
| "model_name_or_path": "meta-llama/Llama-2-7b", | ||
| "train_dataset_path": "./data/dpo_benchmark_train/train.json", | ||
| "dev_dataset_path": "./data/dpo_benchmark_train/dev.json", | ||
| "output_dir": "./checkpoints/dpo_ckpts", | ||
| "per_device_train_batch_size": 1, | ||
| "gradient_accumulation_steps": 1, | ||
| "per_device_eval_batch_size": 1, | ||
| "num_train_epochs": 1, | ||
| "learning_rate": 1e-06, | ||
| "warmup_steps": 10, | ||
| "logging_steps": 1, | ||
| "evaluation_strategy": "no", | ||
| "save_strategy": "no", | ||
| "max_seq_len": 8192, | ||
| "max_prompt_len": 4096, | ||
| "bf16": true, | ||
| "fp16_opt_level": "O2", | ||
| "do_train": true, | ||
| "do_eval": false, | ||
| "disable_tqdm": true, | ||
| "load_best_model_at_end": true, | ||
| "tensor_parallel_degree": 4, | ||
| "sharding_parallel_degree": 2, | ||
| "sharding": "stage2", | ||
| "use_flash_attention": true, | ||
| "flash_mask": true, | ||
| "recompute": true, | ||
| "recompute_granularity": "full", | ||
| "benchmark": true, | ||
| "unified_checkpoint": true, | ||
| "autotuner_benchmark":false, | ||
| "beta": 0.1, | ||
| "loss_type": "sigmoid", | ||
| "label_smoothing": 0.0 | ||
| } |
37 changes: 37 additions & 0 deletions
37
tests/test_tipc/llm/llama2/benchmark_common/benchmark_json/llama2-7b/lora.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| { | ||
| "model_name_or_path": "meta-llama/Llama-2-7b", | ||
| "dataset_name_or_path": "./data/sft_benchmark_train/", | ||
| "output_dir": "./checkpoints/lora_ckpts", | ||
| "per_device_train_batch_size": 1, | ||
| "gradient_accumulation_steps": 1, | ||
| "per_device_eval_batch_size": 8, | ||
| "eval_accumulation_steps":16, | ||
| "num_train_epochs": 1, | ||
| "learning_rate": 3e-04, | ||
| "warmup_steps": 30, | ||
| "logging_steps": 1, | ||
| "evaluation_strategy": "no", | ||
| "save_strategy": "no", | ||
| "src_length": 4096, | ||
| "max_length": 8192, | ||
| "bf16": true, | ||
| "fp16_opt_level": "O2", | ||
| "do_train": true, | ||
| "do_eval": false, | ||
| "disable_tqdm": true, | ||
| "load_best_model_at_end": true, | ||
| "eval_with_do_generation": false, | ||
| "metric_for_best_model": "accuracy", | ||
| "recompute": true, | ||
| "recompute_granularity": "full", | ||
| "save_total_limit": 1, | ||
| "tensor_parallel_degree": 1, | ||
| "pipeline_parallel_degree": 1, | ||
| "lora": true, | ||
| "unified_checkpoint": true, | ||
| "benchmark": true, | ||
| "zero_padding": true, | ||
| "flash_mask": true, | ||
| "use_flash_attention": true, | ||
| "pissa": false | ||
| } |
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