commit 04814b45d4e218b39ca56150524379eb5a4c984e Author: ModelHub XC Date: Wed Apr 22 07:46:11 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: Stinger2311/hail-mary-inspired-student-merged 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..f9a5196 --- /dev/null +++ b/README.md @@ -0,0 +1,104 @@ +--- +language: + - en +pipeline_tag: text-generation +library_name: transformers +license: apache-2.0 +base_model: Qwen/Qwen2.5-3B-Instruct +tags: + - qwen2.5 + - merged-model + - sci-fi + - instruction-tuning + - educational +model-index: + - name: hail-mary-inspired-student-merged + results: [] +--- + +# Hail Mary Inspired Student (Merged) + +This is a merged, full-weight model produced from: + +- Base model: `Qwen/Qwen2.5-3B-Instruct` +- LoRA adapter: `Stinger2311/hail-mary-inspired-student-lora` + +The objective is a calm, science-literate assistant style inspired by first-contact and high-uncertainty problem-solving themes, trained on original (public-safe) instruction data. + +## Intended use + +- Educational demos and portfolio projects +- Prompted reasoning and explanation tasks +- Lightweight experiments with a themed assistant persona + +## Not intended use + +- High-stakes decisions (medical, legal, safety-critical) +- Claims of factual authority without external verification +- Any official franchise affiliation or licensed reproduction + +## Quickstart (Transformers) + +```python +from transformers import AutoTokenizer, AutoModelForCausalLM +import torch + +model_id = "Stinger2311/hail-mary-inspired-student-merged" + +tokenizer = AutoTokenizer.from_pretrained(model_id) +model = AutoModelForCausalLM.from_pretrained( + model_id, + dtype=torch.float16, + device_map="auto", +) + +prompt = ( + "System: You are a calm, science-literate assistant. " + "Be explicit about uncertainty when evidence is incomplete.\n\n" + "User: How should a crew handle uncertainty during first contact?\n\n" + "Assistant:" +) + +inputs = tokenizer(prompt, return_tensors="pt").to(model.device) +with torch.no_grad(): + out = model.generate( + **inputs, + max_new_tokens=180, + temperature=0.7, + top_p=0.9, + do_sample=True, + ) + +reply_ids = out[0][inputs["input_ids"].shape[-1]:] +print(tokenizer.decode(reply_ids, skip_special_tokens=True)) +``` + +## Prompting tips + +- Use an explicit system instruction for tone and uncertainty handling. +- Ask for structured outputs when you need consistency. +- For safer behavior, request assumptions and confidence levels in the response. + +## Training lineage + +This merged model comes from a LoRA fine-tuning workflow using: + +- Original seed + synthetic reviewed instruction data +- Unsloth/QLoRA style tuning workflow +- Adapter merge into full weights for easier deployment + +Related assets: + +- Adapter model: `Stinger2311/hail-mary-inspired-student-lora` +- Dataset: `Stinger2311/hail-mary-inspired-sci-fi-instruct` +- Source repo: `https://github.com/Chandan062311/Hail-Mary` + +## Limitations + +- May hallucinate scientific details. +- Performance depends heavily on prompt quality. +- Not benchmarked for safety-critical production use. + +## Safety note + +Outputs should be reviewed by a human before use in consequential contexts. For public demos, present this model as an educational themed assistant, not an authority system. 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..0243016 --- /dev/null +++ b/config.json @@ -0,0 +1,69 @@ +{ + "architectures": [ + "Qwen2ForCausalLM" + ], + "attention_dropout": 0.0, + "bos_token_id": 151643, + "dtype": "float16", + "eos_token_id": 151645, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 11008, + "layer_types": [ + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", 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