Update app.py
Browse files
app.py
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@@ -6,29 +6,25 @@ import re
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# 加载医学诊断模型
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# 修改后(正确)
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# from transformers import LlamaForSequenceClassification, LlamaTokenizer
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from transformers import
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# 1. 加载配置并强制修正
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config = AutoConfig.from_pretrained("unsloth/DeepSeek-R1-Distill-Llama-8B")
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# 完全覆盖RoPE参数(关键步骤)
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config.rope_scaling = {
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"type": "linear", # 必须字段
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"factor": 8.0 # 从原配置中提取的值
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}
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# 2. 保存修正后的配置到本地
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config.save_pretrained("./fixed_config")
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#
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model = AutoModelForSequenceClassification.from_pretrained(
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"unsloth/DeepSeek-R1-Distill-Llama-8B",
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config="./fixed_config", #
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trust_remote_code=True
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)
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# 2. 加载你的适配器
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model.load_adapter("yxccai/ds-ai-app") # 替换为你的仓库名
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# model = LlamaForSequenceClassification.from_pretrained(
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# "yxccai/ds-ai-model",
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# )
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# tokenizer = LlamaTokenizer.from_pretrained("yxccai/ds-ai-model")
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tokenizer = AutoTokenizer.from_pretrained("yxccai/ds-ai-app")
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# 疾病标签映射(必须与训练时完全一致!)
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# 加载医学诊断模型
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# 修改后(正确)
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# from transformers import LlamaForSequenceClassification, LlamaTokenizer
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from transformers import AutoModelForSequenceClassification, AutoTokenizer, AutoConfig
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import torch
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# ==== 绕过远程配置加载 ====
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# 强制从本地加载修正配置
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model = AutoModelForSequenceClassification.from_pretrained(
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"unsloth/DeepSeek-R1-Distill-Llama-8B",
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config="./fixed_config/config.json", # 关键修改:强制本地配置
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trust_remote_code=True
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)
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# ==== 加载适配器 ===-
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model.load_adapter("yxccai/ds-ai-app")
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# ==== 加载分词器 ===-
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tokenizer = AutoTokenizer.from_pretrained("yxccai/ds-ai-app")
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# 2. 加载你的适配器
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# model.load_adapter("yxccai/ds-ai-app") # 替换为你的仓库名
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# model = LlamaForSequenceClassification.from_pretrained(
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# "yxccai/ds-ai-model",
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# )
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# tokenizer = LlamaTokenizer.from_pretrained("yxccai/ds-ai-model")
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# tokenizer = AutoTokenizer.from_pretrained("yxccai/ds-ai-app")
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# 疾病标签映射(必须与训练时完全一致!)
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