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clueai微调,结果与微调内容的预期不一致 #23
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可能需要更多的训练,后续这个微调会开放更多参数给用户,后面会开发开放 |
是需要更多的微调训练数据的意思吗?上传的微调数据太少了是吗? |
后面也会升级微调算法 |
好的,谢谢 |
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已经成功上传了微调数据,调用训练好的微调模型也是成功的,但是结果不是微调预期的结果。
上传的json内容如下:
{"id": 1, "type": "qa", "question": "用户:闵行区图书馆地址是?\n小元:", "answer": "闵行区名都路85号"}
{"id": 2, "type": "qa", "question": "用户:开放时间是\n小元:", "answer": "平日开放时间:【一楼】借还处\n周二至周日 9:00–20:00\n办证处\n周二至周日 9:00–16:00\n报刊阅览室\n 周一 12:00–17:00\n 周二至周日 9:00–20:00\n城市书房闵图馆\n周一至周日 9:00–17:00"}
然后测试微调结果代码如下:
response = cl.start_finetune_model(
engine_key=engine_key,
base_model_name="ChatYuan")
print(response)
prompt= '''用户:闵行区图书馆地址是
小元:'''
prediction = cl.finetune_generate(
engine_key=engine_key,
base_model_name='ChatYuan',
prompt=prompt)
result = prediction.generations[0].text
返回的结果跟不使用微调模型相比,没有变化
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