Comments (4)
@charent 另外项目会开源吗, 效果如何
还在折腾训练数据阶段😂,模型得换成decoder-only的,encoder-decoder容易讲胡话,总感觉哪里没做对,短期内应该没啥效果。效果好会开源,效果差就算了。
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我另外有一个项目在计划做针对agent的sft,还没有更新代码,目前小模型做rag我看效果还行。
小于1B的模型不具有涌现现象,所以做多任务效果不行。小模型目前的场景主要在帮助大模型做投机采样(我目前还没见过小于1B的assist model 2333),或者微调后放在游戏中做生成npc对话。
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@charent 另外项目会开源吗, 效果如何
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确实,可以做成意图识别的小模型。而且既然三元组抽取效果都还不错,那意图识别的结构化信息抽取能力应该也够。
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Related Issues (20)
- 如何提取中间层的输出? HOT 2
- 考虑出一个支持llama的版本吗 HOT 1
- RuntimeError: No executable batch size found, reached zero HOT 2
- 如何加载sft后的模型? HOT 1
- train_3.5M_CN数据处理问题 HOT 1
- 这个模型好像没有长文对话的能力,该如何训练它让它有这个能力? HOT 1
- 请问这些预训练数据加起来有多少token呀 HOT 2
- 非常不错的开源项目 HOT 1
- 预训练数据集必须是{“prompt”: "response":}的格式么? HOT 2
- Some NCCL operations have failed or timed out. HOT 5
- sft_train HOT 1
- 是否考虑将预训练的模型和仅stf后的模型也上传的平台呢 HOT 1
- 这种只能通过问答对的方式,有没有办法MLM的方式学习知识体系。 HOT 1
- 预训练,用了160万数据,共2G句子对,使用A40的48G显存,无论使用1/2/3/4卡,都会报OOM HOT 1
- 可以用a卡训练吗 HOT 1
- tokenizer的字典中有不少token带有下划线,请问这种是什么意思 HOT 2
- 4080显卡,基本跑不了多少数据,过万条训练数据就报错 HOT 4
- 3.4预训练运行出现 unsupported operand type(s) 错误,求帮忙
- 运行3.4python ptr_train.py时报错OSError: Can't load tokenizer for 'D:/pycharmenv/ChatLM-mini-Chinese/model_save/'. HOT 1
- 大佬,能不能分享一下清洗后的数据集呀,loss一直在4.0下不来
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