Comments (3)
27182812
commented on July 23, 2024
所以你的特定领域数据集大小大概是？以及你最终的loss是？
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LCK-Lin
commented on July 23, 2024
目前我用的数据集较小才1000条问答数据，最终的loss如下，可以请教一下怎么样才能提升微调效果嘛，需要增加数据集到多少条？语料的质量是不是也会对微调结果产生比较大的影响？
train/epoch 3.0
wandb: train/global_step 1497
wandb: train/loss 3.3408
wandb: train/total_flos 8172835011870720.0
wandb: train/train_loss 3.5233
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starphantom666
commented on July 23, 2024
我微调后loss是0.0几，然而加载模型后也没有效果，完全没有，很奇怪
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Related Issues (20)
- RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cuda:1! HOT 4
- 指定一下device吧
- 微调之后，chatglm-lora.pt的大小6.4G，是不是有问题啊？ HOT 9
- 扩充中文词表后微调 HOT 1
- RuntimeError: Boolean value of Tensor with more than one value is ambiguous HOT 4
- 生成的回复有额外的“问题”是啥原因 HOT 5
- tensor不匹配问题 HOT 4
- ValueError: Can't find config.json at './best_ckpt' HOT 1
- 微调报错：RuntimeError: CUDA error: device-side assert triggered HOT 2
- llama-7b 自己的数据微调完answer一直在重复同一句话，而且也不是正确答案 HOT 7
- ValueError: 150004 is not in list 貌似是 input_ids的问题，麻烦帮忙看下哈 HOT 1
- 如何制作训练样本zh-data01.json？ HOT 1
- 貌似这份代码在处理数据的时候把中文标点符号转化成了英文的？能帮忙指明下这部分代码在哪里吗？
- AttributeError: /root/anaconda3/envs/bab/lib/python3.10/site-packages/bitsandbytes/libbitsandbytes_cpu.so: undefined symbol: cget_col_row_stats HOT 1
- 训练时间的问题？ HOT 1
- 请问作者是在A100训练的吗，我在A100没问题，在V100会报错，调整之后loss为0
- 怎么在input中把history加进去？ HOT 3
- 请问下为什么在训练数据时要限制320最大长度？ HOT 1
- bug
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