add model and train data

.gitattributes

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-*.arrow filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text
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README.md

@@ -1,3 +1,33 @@
 ---
 license: apache-2.0
+tags:
+- vllm
+- 7b
+- Lora-finetune
 ---
+
+# My 7B Model with Dataset
+
+这是一个包含微调后 7B 模型及其训练数据的仓库。可以使用vllm进行推理。
+
+# 
+TEXT2VECSQL/
+├── README.md              # 项目说明，包含使用方法、许可证、模型参数
+├── .gitattributes         # Git LFS 配置（自动处理大文件）
+│
+├── models/                # 【核心】存放模型权重和配置
+│   ├── config.json        # 模型架构配置 (vLLM 读取此文件识别模型类型)
+│   ├── tokenizer.json     # 分词器
+│   ├── tokenizer_config.json
+│   ├── special_tokens_map.json
+│   ├── model.safetensors  # 使用 safetensors 格式（更安全、加载更快）
+│   │   (或者 model-00001-of-00002.safetensors 等分片文件)
+│   └── generation_config.json
+│
+├── data/                  # 【数据】存放数据集
+│   ├── train/             # 训练数据
+│   │   ├── train_data_001.parquet
+│   │   └── ...
+
+
+

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model/UniVectorSQL-7B-LoRA/Modelfile

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+# ollama modelfile auto-generated by llamafactory
+
+FROM .
+
+TEMPLATE """{{ if .System }}<|im_start|>system
+{{ .System }}<|im_end|>
+{{ end }}{{ range .Messages }}{{ if eq .Role "user" }}<|im_start|>user
+{{ .Content }}<|im_end|>
+<|im_start|>assistant
+{{ else if eq .Role "assistant" }}{{ .Content }}<|im_end|>
+{{ end }}{{ end }}"""
+
+SYSTEM """You are Qwen, created by Alibaba Cloud. You are a helpful assistant."""
+
+PARAMETER stop "<|im_end|>"
+PARAMETER num_ctx 4096

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model/UniVectorSQL-7B-LoRA/run_vllm.sh

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+
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+
+python -m vllm.entrypoints.openai.api_server \
+  --model "$MODEL_DIR" \
+  --tensor-parallel-size 1 \
+  --port $PORT \
+  --max-num-seqs 1 --gpu-memory-utilization 0.95

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