[LLM] Add DeepseekV3 #9738
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[LLM] Add DeepseekV3 #9738
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Codecov ReportAttention: Patch coverage is
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## develop #9738 +/- ##
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+ Coverage 52.35% 52.38% +0.02%
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Files 729 730 +1
Lines 117835 115230 -2605
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- Hits 61694 60359 -1335
+ Misses 56141 54871 -1270 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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DrownFish19
commented
Jan 7, 2025
| from .bit.modeling import * | ||
| from .bit.configuration import * | ||
| from .bit.image_processing import * | ||
| from .artist.configuration import * |
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根据名称重新排序，并新增deepseekv2\v3相关import
DrownFish19
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DrownFish19
commented
Jan 8, 2025
| if x.endswith(key): | ||
| state_keys_map[key] = x | ||
| break | ||
| # break # remove break for math A.key B.key ... |
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此处避免模型参数具有相同后缀，无法拿到TPAction的情况
ZHUI
previously approved these changes
Jan 8, 2025
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| class DeepseekV3PretrainedModel(DeepseekV2PretrainedModel): | ||
| config_class = DeepseekV2Config | ||
| base_model_prefix = "deepseek_v3" |
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咱们都继承了，要不 base_model_prefix 改成hf一样？参数不好处理的话，就算了
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- 参数比较好处理，重写一下就行
- base_model_prefix = "model" 能节省很多代码，后续的模型直接继承CausalLM就可以，不用从DeepseekV3PretrainedModel开始修改
ZHUI
reviewed
Jan 10, 2025
| y = paddle.to_tensor(paddle.finfo(dtype).min, dtype=dtype) | ||
| expanded_attn_mask = expanded_attn_mask.astype(dtype) | ||
| expanded_attn_mask = paddle.where(expanded_attn_mask, x, y).astype(dtype) | ||
| y = paddle.to_tensor(-1.7005809656952787e38, dtype="float32") |
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@DrownFish19 @ZHUI 请问Paddle目前已经支持MTP类型的模型训练了吗？如果支持的话，有单测或demo吗？谢谢！ |
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PR types
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Models
Description
Add DeepseekV3.