commit ae2b4112883a2ba3c0273f8537000eb5320d13d1 Author: ModelHub XC Date: Fri Aug 21 19:35:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: kikichi/Qwen2.5-3B-Instruct-Uncensored 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 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100644 index 0000000..b848788 --- /dev/null +++ b/README.md @@ -0,0 +1,107 @@ +--- +base_model: +- Qwen/Qwen2.5-3B-Instruct +tags: +- qwen +- uncensored +- qwen2.5-3b-instruct +- finetune +- llm +- research +--- + +--- + +## Model Overview + +This repository contains a fine-tuned variant of **Qwen2.5-3B-Instruct**, modified using experimental uncensoring techniques. + +The model is intended for **research and behavioral analysis of large language models**, particularly in studying how alignment and refusal mechanisms affect outputs. + +> ⚠️ This is an experimental model and does not follow standard safety-aligned instruction tuning. + +--- + +## Model Details + +* **Base Model:** Qwen2.5-3B-Instruct +* **Architecture:** Transformer decoder-only LLM +* **Parameters:** ~3B +* **Modification Type:** Fine-tuning / behavioral adjustment (uncensoring-focused) +* **Intended Runtime:** Local inference / research environments + +--- + +--- + +## Intended Use + +This model is intended strictly for: + +* Research into LLM alignment and safety boundaries +* Studying the effects of uncensoring fine-tunes +* Educational exploration of instruction-following behavior +* Controlled offline experimentation + +--- + +## ❌ Out of Scope + +This model must NOT be used for: + +* Illegal activities or facilitation of harm +* Planning or executing real-world wrongdoing +* Harassment, abuse, or targeted content generation +* Production systems or public-facing applications +* Decision-making in sensitive domains (legal, medical, financial, etc.) + +--- + +## ⚠️ Safety & Behavior Notice + +This model has reduced safety alignment compared to standard instruction-tuned models. + +As a result, it may: + +* Produce unfiltered or explicit content +* Respond to prompts that would normally be refused +* Generate incorrect, biased, or unsafe information +* Exhibit unpredictable or adversarial behavior under certain inputs + +Users are fully responsible for all outputs generated. + +--- + +## Limitations + +* Not safety-aligned or policy-filtered +* May produce harmful, misleading, or sensitive content +* Not suitable for deployment in production systems +* No guarantees of factual accuracy or ethical compliance +* Behavior may vary significantly with prompt style + +--- + +## Ethical Considerations + +This model is shared for **research transparency and experimentation in model behavior**. + +It is not intended to encourage unsafe or real-world misuse. + +Users are expected to apply appropriate safeguards when interacting with or evaluating this model. + +--- + +## Reproducibility + +This model is derived from Qwen2.5-3B-Instruct using experimental uncensoring methods (e.g., behavioral fine-tuning or alignment reduction techniques). + +Exact reproduction may vary depending on training data, tuning method, and inference configuration. + +--- + +## License & Disclaimer + +This model is provided **as-is**, without warranties or guarantees. + +The author assumes no responsibility for any outcomes resulting from its use. \ No newline at end of file diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..9840d40 --- /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..8e5aac1 --- /dev/null +++ b/config.json @@ -0,0 +1,69 @@ +{ + "architectures": [ + "Qwen2ForCausalLM" + ], + "attention_dropout": 0.0, + "bos_token_id": 151643, + "dtype": "bfloat16", + "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", + "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", + "full_attention", + "full_attention" + ], + "max_position_embeddings": 32768, + "max_window_layers": 70, + "model_type": "qwen2", + "num_attention_heads": 16, + "num_hidden_layers": 36, + "num_key_value_heads": 2, + "pad_token_id": null, + "rms_norm_eps": 1e-06, + "rope_parameters": { + "rope_theta": 1000000.0, + "rope_type": "default" + }, + "sliding_window": null, + "tie_word_embeddings": true, + "transformers_version": "5.7.0", + "use_cache": true, + "use_sliding_window": false, + "vocab_size": 151936 +} diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..aa42817 --- /dev/null +++ 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