commit 01805b9a8bd3600d5be1bc5320853f940fb1e098 Author: ModelHub XC Date: Mon Jul 13 12:08:11 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: Irfanuruchi/qwen2.5-3b-buildeng Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..6ef3b20 --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +license: apache-2.0 +language: + - en +pipeline_tag: text-generation +tags: + - civil-engineering + - structural-engineering + - building-engineering + - construction + - engineering + - qwen + - qlora + - reasoning + - llm + - safety +base_model: + - Qwen/Qwen2.5-3B-Instruct +datasets: + - Irfanuruchi/buildeng-v8-3b +--- + +# Qwen2.5-3B BuildEng + +Repository: `Irfanuruchi/qwen2.5-3b-buildeng` + +Qwen2.5-3B BuildEng is the mid-sized branch of the BuildEng project, based on `Qwen/Qwen2.5-3B-Instruct`. + +BuildEng is my domain-specialized engineering language model project focused on civil engineering, structural reasoning, construction workflows, building diagnostics, and conservative engineering-assistant behavior. + +The 3B branch sits between the lightweight 1.5B model and the larger 32B model. Its goal is to improve reasoning consistency, structural routing, construction-stage reasoning, and engineering behavior while still remaining practical for local inference and lighter hardware. + +# Base Model + +Qwen/Qwen2.5-3B-Instruct + +# Dataset + +Dataset used: + +`Irfanuruchi/buildeng-v8-3b` + +# Training + +Training method: + +QLoRA fine-tuning with Unsloth. + +This repository contains the full merged model weights. + +# BuildEng Model Family + +BuildEng includes multiple branches. + +The 1.5B branch is the lightweight model focused on efficient local use and basic conservative engineering behavior. + +The 3B branch improves reasoning consistency and civil/building engineering coverage while staying much lighter than the 32B model. + +The 32B branch is the flagship large-scale BuildEng model focused on deeper structural reasoning, longer workflows, and stronger inspection-first behavior. + +# Main Focus + +BuildEng 3B focuses on civil and building engineering workflows, including reinforced concrete, beams, slabs, columns, foundations, retaining walls, settlement reasoning, structural connections, temporary works, excavation safety, construction sequencing, waterproofing, durability, and renovation uncertainty. + +The model is intended to be cautious with structural questions. It should avoid unsupported approval, separate symptoms from diagnosis, ask for missing information, and recommend inspection or qualified engineering review when safety may be involved. + +# Important Limitation + +This model is not a licensed engineer and must not be used as final engineering approval, design certification, construction sign-off, or replacement for professional review. + +It is intended for research, education, drafting support, engineering-assistant workflows, and preliminary reasoning only. + +# Author + +Irfan Uruchi + +Part of my ongoing work on domain-specialized engineering language models, structural reasoning datasets, and practical civil/building engineering AI systems. \ No newline at end of file diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..bdf7919 --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,54 @@ +{%- if tools %} + {{- '<|im_start|>system\n' }} + {%- if messages[0]['role'] == 'system' %} + {{- messages[0]['content'] }} + {%- else %} + {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }} + {%- endif %} + {{- "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within XML tags:\n" }} + {%- for tool in tools %} + {{- "\n" }} + {{- tool | tojson }} + {%- endfor %} + {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|im_end|>\n" }} +{%- else %} + {%- if messages[0]['role'] == 'system' %} + {{- '<|im_start|>system\n' + messages[0]['content'] + '<|im_end|>\n' }} + {%- else %} + {{- '<|im_start|>system\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\n' }} + {%- endif %} +{%- endif %} +{%- for message in messages %} + {%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %} + {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }} + {%- elif message.role == "assistant" %} + {{- '<|im_start|>' + message.role }} + {%- if message.content %} + {{- '\n' + message.content }} + {%- endif %} + {%- for tool_call in message.tool_calls %} + {%- if tool_call.function is defined %} + {%- set tool_call = tool_call.function %} + {%- endif %} + {{- '\n\n{"name": "' }} + {{- tool_call.name }} + {{- '", "arguments": ' }} + {{- tool_call.arguments | tojson }} + {{- '}\n' }} + {%- endfor %} + {{- '<|im_end|>\n' }} + {%- elif message.role == "tool" %} + {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %} + {{- '<|im_start|>user' }} + {%- endif %} + {{- '\n\n' }} + {{- message.content }} + {{- '\n' }} + {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %} + {{- '<|im_end|>\n' }} + {%- endif %} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|im_start|>assistant\n' }} +{%- endif %} diff --git a/config.json b/config.json new file mode 100644 index 0000000..fcab849 --- /dev/null +++ b/config.json @@ -0,0 +1,159 @@ +{ + "architectures": [ + "Qwen2ForCausalLM" + ], + "attention_dropout": 0.0, + "aura_color": -16776961, + "aura_color_custom": "16777215-16777215-16777215-16777215-16777215-16777215-16777215-16777215-16777215-16777215-16777215-16777215-16777215-16777215-16777215-16777215", + "auto_apply_1": 1, + "auto_apply_4": 1, + "auto_apply_5": 1, + "auto_apply_power_1": 1, + "auto_apply_power_3": 1, + "auto_apply_power_4": 1, + "auto_apply_power_5": 1, + "auto_boost_1": 1, + "auto_boost_3": 3, + "auto_boost_4": 1, + "auto_boost_5": 1, + "backlight_type": 2, + "bos_token_id": 151643, + "dtype": "bfloat16", + 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