[Inference] Add a8w8(fp8) a8w8c8(int8) quant_type support #9032
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2. add llama3.1 and qwen2 ptq config 3. update quantization.md
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Additional details and impacted files@@ Coverage Diff @@ ## develop #9032 +/- ## =========================================== + Coverage 53.81% 54.01% +0.19% =========================================== Files 652 652 Lines 104356 105208 +852 =========================================== + Hits 56155 56823 +668 - Misses 48201 48385 +184 ☔ View full report in Codecov by Sentry. |
DrownFish19 changed the title 
yuanlehome reviewed Aug 28, 2024
| python run_finetune.py ./config/llama/ptq_argument.json | ||
| | ||
| # W8A8C8(INT)量化启动命令参考 | ||
| python run_finetune.py ./config/llama/ptq_c8_argument.json |
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| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | |||
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| # print( | ||
| # f"{index/len(subject_list)} Inference starts at {run_date} on {args.model_name_or_path} with subject of {subject_name}!" | ||
| # ) |
| @@ -0,0 +1,61 @@ | |||
| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | |||
| @@ -0,0 +1,191 @@ | |||
| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | |||
| @@ -0,0 +1,94 @@ | |||
| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | |||
| import numpy as np | ||
| import paddle | ||
| | ||
| # from paddleslim.quant.observers.channel_wise import ChannelWiseObserver |
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| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | |||
| @@ -0,0 +1,55 @@ | |||
| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | |||
| # from paddle.quantization.factory import ObserverFactory | ||
| from experimental.layers.cache_kv import CacheKVMatMul | ||
| | ||
| # from paddleslim.quant.observers.mse import MSEObserverLayer |
Mangodadada pushed a commit to Mangodadada/PaddleNLP that referenced this pull request Sep 10, 2024
…le#9032) * 1. add a8w8(fp8) a8w8c8(int8) quant_type support 2. add llama3.1 and qwen2 ptq config 3. update quantization.md * fix load_quant_model bug * fix load quant bug * update ll/README.md
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