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优化PEFT相关文档

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paddle-bot bot commented Dec 18, 2024

Thanks for your contribution!

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codecov bot commented Dec 18, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 52.80%. Comparing base (90bc68e) to head (68219e3).
Report is 265 commits behind head on develop.

Additional details and impacted files
@@             Coverage Diff             @@
##           develop    #9655      +/-   ##
===========================================
+ Coverage    52.21%   52.80%   +0.58%     
===========================================
  Files          721      718       -3     
  Lines       114885   112225    -2660     
===========================================
- Hits         59990    59259     -731     
+ Misses       54895    52966    -1929     

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- 多种精度训练:16/32bit 全量精调、4/8/16bit LoRA 精调、混合量化 LoRA 精调。
- 性能极致优化:FlashAttention-2、FlashMask、Greedy Zero Padding。
- 先进精调策略:LoRA+、PiSSA、rsLoRA、NEFTune、VeRA。
- 先进精调策略:LoRA+、PiSSA、rsLoRA、NEFTune、VeRA、MoRA、ReFT、MoSLoRA
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可以加上LoRA-GA,代码已经合入

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这块我看还没有开源模型适配示例,等 @greycooker 适配后由他加入吧

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嗯嗯,这块我来加一下

```

更多大模型精调分布式使用文档、训练细节和效果请参见[大模型精调教程](./docs/finetune.md)
除了 LoRA、Prefix Tuning 外,还支持 LoKr、VeRA、MoRA、ReFT、rsLoRA、LoRA+、PiSSA、MoSLoRA 等多种精调算法,更多大模型精调使用文档、训练细节和效果请参见[大模型精调教程](./docs/finetune.md)
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LoRA-GA加上

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LGTM

@wawltor wawltor merged commit e0ace16 into PaddlePaddle:develop Dec 19, 2024
9 of 12 checks passed
@lugimzzz lugimzzz deleted the origin branch December 19, 2024 06:02
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3 participants