commit 1a9a009e1790e10cb6e91d3014c0fccba8fd9d5e Author: ModelHub XC Date: Mon Jun 15 10:44:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: Vikhrmodels/Vikhr-Llama-3.2-1B-Instruct-abliterated 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..5c27864 --- /dev/null +++ b/README.md @@ -0,0 +1,123 @@ +--- +library_name: transformers +model_name: Vikhr-Llama-3.2-1B-Instruct-abliterated +base_model: +- Vikhrmodels/Vikhr-Llama-3.2-1B-Instruct +language: +- ru +- en +license: llama3.2 +tags: +- not-for-all-audiences +--- + +# 💨🔞 Vikhr-Llama-3.2-1B-Instruct-Abliterated + +#### RU + +Инструктивная модель на основе **Vikhr-Llama-3.2-1B-Instruct**, прошедшая процесс "аблитерации" для снятия цензурных ограничений, обучена на русскоязычном датасете **GrandMaster-PRO-MAX**. + +#### EN + +A fine-tuned instruction-following model based on **Vikhr-Llama-3.2-1B-Instruct**, which has undergone "abliteration" to remove censorship restrictions. Trained on the **GrandMaster-PRO-MAX**. + + +# 🛑 Отказ от ответственности / Disclaimer +#### RU +Модель **Vikhr-Llama-3.2-1B-Instruct-abliterated** разработана исключительно для исследовательских и образовательных целей. После применения метода "аблитерации" модель больше не имеет встроенных ограничений на генерацию ответов, что может привести к созданию нежелательных или потенциально вредоносных текстов. + +Использование модели происходит на ваш собственный риск. Разработчики и авторы не несут ответственности за любой вред, ущерб или последствия, вызванные использованием модели, включая её применение в контекстах, противоречащих законам, этическим или моральным нормам. + +#### EN +The **Vikhr-Llama-3.2-1B-Instruct-abliterated** model is intended solely for research and educational purposes. After the "abliteration" technique is applied, the model no longer has built-in restrictions on generating responses, which may result in unwanted or potentially harmful outputs. + +Use of the model is at your own risk. The developers and authors are not responsible for any damage, harm, or consequences resulting from its use, including use in contexts that violate laws, ethical standards, or moral norms. + + +## GGUF + +- [Vikhrmodels/Vikhr-Llama-3.2-1B-Instruct-Abliterated-GGUF](https://huggingface.co/Vikhrmodels/Vikhr-Llama-3.2-1B-Instruct-abliterated-GGUF) + + +## Основные особенности / Key Features: + +- 📚 Основа / Base: [Vikhr-Llama-3.2-1B-Instruct](https://huggingface.co/Vikhrmodels/Vikhr-Llama-3.2-1B-Instruct) +- 🇷🇺 Специализация / Specialization: **RU** + + +## Попробовать / Try now: + +[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1bJpLmplDGkMbfOLO2CH6IO-2uUZEaknf?usp=sharing) + + +## Описание / Description: + +#### RU + +**Vikhr-Llama-3.2-1B-Instruct-Abliterated** — это компактная языковая модель, обученная на датасете **GrandMaster-PRO-MAX** с применением техники "аблитерации," которая снимает ограничения цензуры модели. Этот процесс делает её значительно более гибкой и способной отвечать на любые запросы. Модель занимает менее 3GB и идеально подходит для работы на слабых устройствах. + +#### EN + +**Vikhr-Llama-3.2-1B-Instruct-Abliterated** is a compact language model fine-tuned on the **GrandMaster-PRO-MAX** dataset with the "abliteration" technique, which removes censorship restrictions. This process significantly increases the model's flexibility, enabling it to respond to any prompt. The model size is under 3GB, making it an excellent choice for deployment on low-power devices. + + +## Обучение / Training: + +#### RU + +Модель **Vikhr-Llama-3.2-1B-Instruct-Abliterated** прошла процесс "аблитерации", что позволило снять ограничения на обработку вредоносных инструкций. Эта техника была взята из статьи **[Uncensor any LLM with abliteration](https://huggingface.co/blog/mlabonne/abliteration)**, которая описывает, как идентифицировать и устранять так называемое "направление отказа" модели, предотвращающее выполнение вредоносных запросов. + +#### EN + +The **Vikhr-Llama-3.2-1B-Instruct-Abliterated** model was processed using the "abliteration" technique, which removes restrictions on handling harmful instructions. This technique was inspired by the article **[Uncensor any LLM with abliteration](https://huggingface.co/blog/mlabonne/abliteration)**, detailing how to identify and ablate the "refusal direction" in the model's residual streams to enable uncensored responses. + + +## Пример кода для запуска / Sample code to run: + +**Рекомендуемая температура для генерации: 0.3** / **Recommended generation temperature: 0.3** + +```python +from transformers import AutoModelForCausalLM, AutoTokenizer + +# Загрузка модели и токенизатора +model_name = "Vikhrmodels/Vikhr-Llama-3.2-1B-instruct" +model = AutoModelForCausalLM.from_pretrained(model_name) +tokenizer = AutoTokenizer.from_pretrained(model_name) + +# Подготовка входного текста +input_text = "Напиши очень краткую рецензию о книге гарри поттер." + +# Токенизация и генерация текста +input_ids = tokenizer.encode(input_text, return_tensors="pt") +output = model.generate( + input_ids, + max_length=1512, + temperature=0.3, + num_return_sequences=1, + no_repeat_ngram_size=2, + top_k=50, + top_p=0.95, + ) + +# Декодирование и вывод результата +generated_text = tokenizer.decode(output[0], skip_special_tokens=True) +print(generated_text) +``` + + +### Авторы / Authors + +- Sergei Bratchikov, [NLP Wanderer](https://t.me/nlpwanderer), [Vikhr Team](https://t.me/vikhrlabs) +- Nikolay Kompanets, [LakoMoor](https://t.me/lakomoor), [Vikhr Team](https://t.me/vikhrlabs) +- Konstantin Korolev, [Vikhr Team](https://t.me/vikhrlabs) +- Aleksandr Nikolich, [Vikhr Team](https://t.me/vikhrlabs) + +``` +@article{nikolich2024vikhr, + title={Vikhr: The Family of Open-Source Instruction-Tuned Large Language Models for Russian}, + author={Aleksandr Nikolich and Konstantin Korolev and Sergey Bratchikov and Nikolay Kompanets and Artem Shelmanov}, + journal={arXiv preprint arXiv:2405.13929}, + year={2024}, + url={https://arxiv.org/pdf/2405.13929} +} +``` \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 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"special": true + } + }, + "bos_token": "<|begin_of_text|>", + "chat_template": "{{- bos_token }}\n{%- if custom_tools is defined %}\n {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n {%- set tools_in_user_message = true %}\n{%- endif %}\n{%- if not date_string is defined %}\n {%- if strftime_now is defined %}\n {%- set date_string = strftime_now(\"%d %b %Y\") %}\n {%- else %}\n {%- set date_string = \"26 Jul 2024\" %}\n {%- endif %}\n{%- endif %}\n{%- if not tools is defined %}\n {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %}\n {%- set system_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n{%- else %}\n {%- set system_message = \"\" %}\n{%- endif %}\n\n{#- System message #}\n{{- \"<|start_header_id|>system<|end_header_id|>\\n\\n\" }}\n{%- if tools is not none %}\n {{- \"Environment: ipython\\n\" }}\n{%- endif %}\n{{- \"Cutting Knowledge Date: December 2023\\n\" }}\n{{- \"Today Date: \" + date_string + \"\\n\\n\" }}\n{%- if tools is not none and not tools_in_user_message %}\n {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n{%- endif %}\n{{- system_message }}\n{{- \"<|eot_id|>\" }}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n {#- Extract the first user message so we can plug it in here #}\n {%- if messages | length != 0 %}\n {%- set first_user_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n {%- else %}\n {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n {{- '<|start_header_id|>user<|end_header_id|>\\n\\n' -}}\n {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n {{- \"with its proper arguments that best answers the given prompt.\\n\\n\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n {{- first_user_message + \"<|eot_id|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\\n\\n'+ message['content'] | trim + '<|eot_id|>' }}\n {%- elif 'tool_calls' in message %}\n {%- if not message.tool_calls|length == 1 %}\n {{- raise_exception(\"This model only supports single tool-calls at once!\") }}\n {%- endif %}\n {%- set tool_call = message.tool_calls[0].function %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n {{- '{\"name\": \"' + tool_call.name + '\", ' }}\n {{- '\"parameters\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- \"}\" }}\n {{- \"<|eot_id|>\" }}\n {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n {{- \"<|start_header_id|>ipython<|end_header_id|>\\n\\n\" }}\n {%- if message.content is mapping or message.content is iterable %}\n {{- message.content | tojson }}\n {%- else %}\n {{- message.content }}\n {%- endif %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' }}\n{%- endif %}\n", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "max_length": null, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 4096, + "pad_to_multiple_of": null, + "pad_token": "<|reserved_special_token_0|>", + "pad_token_type_id": 0, + "padding_side": "left", + "tokenizer_class": "PreTrainedTokenizerFast" +}