commit cc15cffac4b599afefdd8662951f4e49ae6da35e
Author: ModelHub XC <noreply@modelhub.org.cn>
Date:   Sun Jun 7 23:22:15 2026 +0800

    初始化项目，由ModelHub XC社区提供模型
    
    Model: RUC-DataLab/DeepAnalyze-8B
    Source: Original Platform

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diff --git a/README.md b/README.md
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+---
+datasets:
+- RUC-DataLab/DataScience-Instruct-500K
+license: mit
+pipeline_tag: text-generation
+library_name: transformers
+---
+
+<p align="center" width="100%">
+<img src="assets/logo.png" alt="DeepAnalyze" style="width: 60%; min-width: 300px; display: block; margin: auto;">
+</p>
+
+# DeepAnalyze: Agentic Large Language Models for Autonomous Data Science
+[![arXiv](https://img.shields.io/badge/arXiv-2510.16872-b31b1b.svg?logo=arXiv)](https://arxiv.org/abs/2510.16872)
+[![Paper](https://img.shields.io/badge/Paper-DeepAnalyze-red.svg?logo=huggingface)](https://huggingface.co/papers/2510.16872)
+[![code](https://img.shields.io/badge/GitHub-DeepAnalyze-black.svg?logo=github)](https://github.com/ruc-datalab/DeepAnalyze)
+[![homepage](https://img.shields.io/badge/%F0%9F%8C%90%20Homepage%20-DeepAnalyze%20Cases-blue.svg)](https://ruc-deepanalyze.github.io/)
+[![model](https://img.shields.io/badge/%F0%9F%A4%97%20Huggingface%20-DeepAnalyze--8B-orange.svg)](https://huggingface.co/RUC-DataLab/DeepAnalyze-8B)
+[![data](https://img.shields.io/badge/%F0%9F%93%9A%20Datasets%20-DataScience--Instruct--500K-darkgreen.svg)](https://huggingface.co/datasets/RUC-DataLab/DataScience-Instruct-500K)
+![Badge](https://hitscounter.dev/api/hit?url=https%3A%2F%2Fgithub.com%2Fruc-datalab%2FDeepAnalyze&label=Visitors&icon=graph-up&color=%23dc3545&message=&style=flat&tz=UTC)
+
+> **Authors**: **[Shaolei Zhang](https://zhangshaolei1998.github.io/), [Ju Fan*](http://iir.ruc.edu.cn/~fanj/), [Meihao Fan](https://scholar.google.com/citations?user=9RTm2qoAAAAJ), [Guoliang Li](https://dbgroup.cs.tsinghua.edu.cn/ligl/), [Xiaoyong Du](http://info.ruc.edu.cn/jsky/szdw/ajxjgcx/jsjkxyjsx1/js2/7374b0a3f58045fc9543703ccea2eb9c.htm)**
+
+
+**DeepAnalyze** is the first agentic LLM for autonomous data science. It can autonomously complete a wide range of data-centric tasks without human intervention, supporting:
+- 🛠 **Entire data science pipeline**: Automatically perform any data science tasks such as data preparation, analysis, modeling, visualization, and report generation.
+- 🔍 **Open-ended data research**: Conduct deep research on diverse data sources, including structured data (Databases, CSV, Excel), semi-structured data (JSON, XML, YAML), and unstructured data (TXT, Markdown), and finally produce analyst-grade research reports.
+- 📊 **Fully open-source**: The [model](https://huggingface.co/RUC-DataLab/DeepAnalyze-8B), [code](https://github.com/ruc-datalab/DeepAnalyze), [training data](https://huggingface.co/datasets/RUC-DataLab/DataScience-Instruct-500K), and [demo](https://huggingface.co/RUC-DataLab/DeepAnalyze-8B) of DeepAnalyze are all open-sourced, allowing you to deploy or extend your own data analysis assistant.
+
+<p align="center" width="100%">
+<img src="./assets/deepanalyze.jpg" alt="deepanalyze" style="width: 70%; min-width: 300px; display: block; margin: auto;">
+</p>
+
+More information refer to [DeepAnalyze's Repo](https://github.com/ruc-datalab/DeepAnalyze)
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+}
diff --git a/special_tokens_map.json b/special_tokens_map.json
new file mode 100644
index 0000000..1d385d6
--- /dev/null
+++ b/special_tokens_map.json
@@ -0,0 +1,23 @@
+{
+  "bos_token": {
+    "content": "<｜begin▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<｜end▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<｜end▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}
diff --git a/tokenizer.json b/tokenizer.json
new file mode 100644
index 0000000..689901d
--- /dev/null
+++ b/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32b8257d48ac4563fc53d2f0ca5205fbb2980e7d4b04f19d956d2e6fab3312b2
+size 11425209
diff --git a/tokenizer_config.json b/tokenizer_config.json
new file mode 100644
index 0000000..b21dc34
--- /dev/null
+++ b/tokenizer_config.json
@@ -0,0 +1,323 @@
+{
+  "add_bos_token": false,
+  "add_eos_token": false,
+  "add_prefix_space": null,
+  "added_tokens_decoder": {
+    "151643": {
+      "content": "<｜begin▁of▁sentence｜>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151644": {
+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151645": {
+      "content": "<｜end▁of▁sentence｜>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151646": {
+      "content": "<|object_ref_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151647": {
+      "content": "<|object_ref_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151648": {
+      "content": "<|box_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151649": {
+      "content": "<|box_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151650": {
+      "content": "<|quad_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151651": {
+      "content": "<|quad_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151652": {
+      "content": "<|vision_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151653": {
+      "content": "<|vision_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151654": {
+      "content": "<|vision_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151655": {
+      "content": "<|image_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151656": {
+      "content": "<|video_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151657": {
+      "content": "<tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151658": {
+      "content": "</tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151659": {
+      "content": "<|fim_prefix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151660": {
+      "content": "<|fim_middle|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151661": {
+      "content": "<|fim_suffix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151662": {
+      "content": "<|fim_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151663": {
+      "content": "<|repo_name|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151664": {
+      "content": "<|file_sep|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151665": {
+      "content": "<tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151666": {
+      "content": "</tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151667": {
+      "content": "<Analyze>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151668": {
+      "content": "</Analyze>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151669": {
+      "content": "<｜User｜>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151670": {
+      "content": "<｜Assistant｜>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151671": {
+      "content": "<think>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151672": {
+      "content": "</think>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151673": {
+      "content": "<Understand>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151674": {
+      "content": "</Understand>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151675": {
+      "content": "<Code>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151676": {
+      "content": "</Code>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151677": {
+      "content": "<Execute>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151678": {
+      "content": "</Execute>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151679": {
+      "content": "<Answer>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151680": {
+      "content": "</Answer>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "bos_token": "<｜begin▁of▁sentence｜>",
+  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}\n{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='', is_first_sp=true, is_last_user=false, has_execute=false) %}\n{%- for message in messages %}\n{%- if message['role'] == 'system' %}\n{%- if ns.is_first_sp %}\n{% set ns.system_prompt = ns.system_prompt + message['content'] %}\n{% set ns.is_first_sp = false %}\n{%- else %}\n{% set ns.system_prompt = ns.system_prompt + '\\n\\n' + message['content'] %}\n{%- endif %}\n{%- endif %}\n{%- if message['role'] == 'execute' %}\n{% set ns.has_execute = true %}\n{%- endif %}\n{%- endfor %}\n{{ bos_token }}{{ ns.system_prompt }}\n{%- for message in messages %}\n{% set content = message['content'] %}\n{%- if message['role'] == 'user' %}\n{%- set ns.is_tool = false -%}\n{%- set ns.is_first = false -%}\n{%- set ns.is_last_user = true -%}\n{{\n'<｜User｜>' + content + '<｜Assistant｜>'\n}}\n{%- endif %}\n{%- if message['role'] == 'assistant' %}\n{% if '</think>' in content %}\n{% set content = content.split('</think>')[-1] %}\n{% endif %}\n{%- endif %}\n{%- if message['role'] == 'assistant' and message['tool_calls'] is defined and message['tool_calls'] is not none %}\n{%- set ns.is_last_user = false -%}\n{%- if ns.is_tool %}\n{{\n'<｜tool▁outputs▁end｜>'\n}}\n{%- endif %}\n{%- set ns.is_first = false %}\n{%- set ns.is_tool = false -%}\n{%- set ns.is_output_first = true %}\n{%- for tool in message['tool_calls'] %}\n{%- if not ns.is_first %}\n{%- if content is none %}\n{{\n'<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'\n}}\n{%- else %}\n{{\ncontent + '<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'\n}}\n{%- endif %}\n{%- set ns.is_first = true -%}\n{%- else %}\n{{\n'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'\n}}\n{%- endif %}\n{%- endfor %}\n{{\n'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'\n}}\n{%- endif %}\n{%- if message['role'] == 'assistant' and (message['tool_calls'] is not defined or message['tool_calls'] is none) %}\n{%- set ns.is_last_user = false -%}\n{%- if ns.is_tool %}\n{{\n'<｜tool▁outputs▁end｜>' + content + ('' if ns.has_execute else '<｜end▁of▁sentence｜>')\n}}\n{%- set ns.is_tool = false -%}\n{%- else %}\n{{\ncontent + ('' if ns.has_execute else '<｜end▁of▁sentence｜>')\n}}\n{%- endif %}\n{%- endif %}\n{%- if message['role'] == 'tool' %}\n{%- set ns.is_last_user = false -%}\n{%- set ns.is_tool = true -%}\n{%- if ns.is_output_first %}\n{{\n'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + content + '<｜tool▁output▁end｜>'\n}}\n{%- set ns.is_output_first = false %}\n{%- else %}\n{{\n'\\n<｜tool▁output▁begin｜>' + content + '<｜tool▁output▁end｜>'\n}}\n{%- endif %}\n{%- endif %}\n{%- if message['role'] == 'execute' %}\n{%- set ns.is_last_user = false -%}\n{{\n'\\n<Execute>\\n' + content + '\\n</Execute>\\n'\n}}\n{%- endif %}\n{%- endfor %}\n{% if ns.is_tool %}\n{{\n'<｜tool▁outputs▁end｜>'\n}}\n{% endif %}\n{% if add_generation_prompt and ns.is_last_user and not ns.is_tool %}\n{{\n'<｜Assistant｜><Analyze>'\n}}\n{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<｜end▁of▁sentence｜>",
+  "extra_special_tokens": {},
+  "legacy": true,
+  "model_max_length": 131072,
+  "pad_token": "<｜end▁of▁sentence｜>",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizerFast",
+  "unk_token": null,
+  "use_default_system_prompt": false
+}