[llm]add adam-mini #9542
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[llm]add adam-mini #9542
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| Thanks for your contribution! |
lugimzzz commented Dec 2, 2024
| @@ -0,0 +1 @@ | |||
| ../../../../llm/docs/predict/speculative_decoding.md No newline at end of file | |||
Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@ ## develop #9542 +/- ## =========================================== - Coverage 53.10% 53.03% -0.07% =========================================== Files 704 704 Lines 110967 110878 -89 =========================================== - Hits 58925 58809 -116 - Misses 52042 52069 +27 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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wawltor reviewed Dec 4, 2024
| from ..utils import AdamWMini | ||
| | ||
| optimizer_cls = AdamWMini | ||
| optimizer_kwargs.update(adam_kwargs) |
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这里是否可以做一些限制或者提示，例如tp、sharding情况下不能开启 AdamWMini
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| # Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. | |||
| # | |||
paddlenlp/utils/optimizer.py Outdated
| def _add_moments_pows(self, p): | ||
| acc_dtype = p.dtype | ||
| if self._is_dtype_fp16_or_bf16(acc_dtype): | ||
| acc_dtype = DataType.FLOAT32 if in_pir_mode() else core.VarDesc.VarType.FP32 |
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目前框架中都统一到 paddle.xxx 的dtype，可以参考下 https://github.com/PaddlePaddle/PaddleNLP/pull/9366/files
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Description
新增 adam-mini，训练过程新增--optim "adamw_mini"，暂时不支持unified checkpoint存储
TP暂不支持，moment2计算需要进行gather