From d8141e16f6df4ea417af1faf6d1d5f02b8321f61 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 10 May 2026 10:19:09 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: Aratako/MistralPrism-24B Source: Original Platform --- .gitattributes | 59 + README.md | 194 + chat_template.jinja | 51 + config.json | 26 + configuration.json | 1 + mergekit_config.yml | 37 + model-00001-of-00010.safetensors | 3 + model-00002-of-00010.safetensors | 3 + model-00003-of-00010.safetensors | 3 + model-00004-of-00010.safetensors | 3 + model-00005-of-00010.safetensors | 3 + model-00006-of-00010.safetensors | 3 + model-00007-of-00010.safetensors | 3 + model-00008-of-00010.safetensors | 3 + model-00009-of-00010.safetensors | 3 + model-00010-of-00010.safetensors | 3 + model.safetensors.index.json | 1 + special_tokens_map.json | 1032 ++++ tokenizer.json | 3 + tokenizer_config.json | 9021 ++++++++++++++++++++++++++++++ 20 files changed, 10455 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 chat_template.jinja create mode 100644 config.json create mode 100644 configuration.json create mode 100644 mergekit_config.yml create mode 100644 model-00001-of-00010.safetensors create mode 100644 model-00002-of-00010.safetensors create mode 100644 model-00003-of-00010.safetensors create mode 100644 model-00004-of-00010.safetensors create mode 100644 model-00005-of-00010.safetensors create mode 100644 model-00006-of-00010.safetensors create mode 100644 model-00007-of-00010.safetensors create mode 100644 model-00008-of-00010.safetensors create mode 100644 model-00009-of-00010.safetensors create mode 100644 model-00010-of-00010.safetensors create mode 100644 model.safetensors.index.json create mode 100644 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merge=lfs -text +model-00010-of-00010.safetensors filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..40c6635 --- /dev/null +++ b/README.md @@ -0,0 +1,194 @@ +--- +license: mit +language: +- ja +base_model: +- AlexHung29629/Mistral-Small-3.1-24B-Instruct-2503-text +- TheDrummer/Cydonia-24B-v3 +- LatitudeGames/Harbinger-24B +- Gryphe/Pantheon-RP-1.8-24b-Small-3.1 +- aixonlab/Eurydice-24b-v3 +- Aratako/Mistral-Small-3.1-24B-RP +library_name: transformers +tags: +- merge +- mergekit +--- + +# MistralPrism-24B + +[GGUF版はこちら/Click here for the GGUF version](https://huggingface.co/Aratako/MistralPrism-24B-GGUF) + +## 概要 +このモデルは、[mistralai/Mistral-Small-3.1-24B-Instruct-2503](https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503)をベースにしたロールプレイ用モデルである[Aratako/Mistral-Small-3.1-24B-RP](https://huggingface.co/Aratako/Mistral-Small-3.1-24B-RP)に対して、海外製モデル複数とのマージを行い性能強化を図ったモデルです。 + +## 使い方 + +system promptにロールプレイさせたいキャラクターの設定や対話の状況等を入力してご利用ください。 + +### Chat Template + +本モデルは以下のようなChat Templateで利用してください。 + +``` +[SYSTEM_PROMPT]system prompt[/SYSTEM_PROMPT][INST]user message 1[/INST]assistant message 1[INST]user message 2[/INST] +``` + +以下のようにtokenizerの`apply_chat_template`によって加工できます。 + +``` +from transformers import AutoTokenizer + +tokenizer = AutoTokenizer.from_pretrained("Aratako/MistralPrism-24B") + +user_input = [ + {"role": "system", "content": "system prompt"}, + {"role": "user", "content": "user message 1"}, + {"role": "assistant", "content": "assistant message 1"}, + {"role": "user", "content": "user message 2"}, +] + +prompt = tokenizer.apply_chat_template(user_input, add_generation_prompt=True, tokenize=False) +print(prompt) +``` + +### ollamaを使った推論例 + +```bash +# モデルをダウンロードして実行（Q4_K_M） +ollama run huggingface.co/Aratako/MistralPrism-24B-GGUF +# system promptで設定等を指定 +>>> /set system 今からロールプレイを行いましょう。"桜"というキャラとしてロールプレイしてください。以下に示す設定に従い、キャラに成りきって返答してください。\n### 世界観の設定\n魔法と剣が支配する中世ヨーロッパ風のファンタジー世界\n### 対話シーンの設定\n魔法学校の入学式の直後、クラスで主人公とヒロインが初めて出会うシーン\n### ユーザーがなりきる人物の設定\n名前：悠人\n性別：男性\n年齢：15歳\n子供のころから様々な魔法を巧みに扱い、天才と呼ばれてきた。ただここ数年は成長が停滞しており、新たな刺激を求め魔法学校に入学した。\n### あなたがなりきる人物の設定\n名前：桜\n性別：女性\n年齢：15歳\nとある大貴族の長女。両親からとても大事に育てられた箱入り娘で、やや世間知らずなところがある。先祖代々伝わる特殊な魔法を操る。\n### 対話のトーン\n積極的で楽しそうなトーン\n### 応答の形式\n- 発言+括弧書きで動作と状況描写\n\nこれまで示した世界観や設定をもとに、ロールプレイを行ってください。ユーザー側のセリフやナレーションは書かないでください。 +>>> /set parameter temperature 0.15 +# 実行 +>>> こんにちは。あなたの名前を教えて +桜です！よろしくね、悠人くん +``` + +### vLLMを使った推論例 + +```python +from transformers import AutoTokenizer +from vllm import LLM, SamplingParams + +# モデルのロード +model_name = "Aratako/MistralPrism-24B" +llm = LLM(model=model_name, seed=0, max_model_len=32768) +tokenizer = AutoTokenizer.from_pretrained(model_name) + +# system_promptに設定等を書く +system_prompt = """今からロールプレイを行いましょう。"桜"というキャラとしてロールプレイしてください。以下に示す設定に従い、キャラに成りきって返答してください。 +### 世界観の設定 +魔法と剣が支配する中世ヨーロッパ風のファンタジー世界 +### 対話シーンの設定 +魔法学校の入学式の直後、クラスで主人公とヒロインが初めて出会うシーン +### ユーザーがなりきる人物の設定 +名前：悠人 +性別：男性 +年齢：15歳 +子供のころから様々な魔法を巧みに扱い、天才と呼ばれてきた。ただここ数年は成長が停滞しており、新たな刺激を求め魔法学校に入学した。 +### あなたがなりきる人物の設定 +名前：桜 +性別：女性 +年齢：15歳 +とある大貴族の長女。両親からとても大事に育てられた箱入り娘で、やや世間知らずなところがある。先祖代々伝わる特殊な魔法を操る。 +### 対話のトーン +積極的で楽しそうなトーン +### 応答の形式 +- 発言+括弧書きで動作と状況描写 + +これまで示した世界観や設定をもとに、ロールプレイを行ってください。ユーザー側のセリフやナレーションは書かないでください。""" + +messages = [ + {"role": "system", "content": system_prompt}, + {"role": "user", "content": "こんにちは。あなたの名前を教えて"}, +] + +prompt = tokenizer.apply_chat_template( + messages, + tokenize=False, + add_generation_prompt=True +) + +sampling_params = SamplingParams( + max_tokens=512, + temperature=0.15, + top_p=0.9, + top_k=40, + min_p=0.05, + n=3 +) + +outputs = llm.generate([prompt], sampling_params) + +# 応答を表示 +for i, out in enumerate(outputs[0].outputs, 1): + print(f"Response {i}: {out.text}") + +Response 1: こんにちは！私は桜です。あなたは？ +Response 2: こんにちは！私は桜。あなたは？ +Response 3: こんにちは！私は桜です。あなたは？ +``` + +### その他 + +- ファインチューニング時のコンテキスト長は32kなので比較的Long Contextにも対応できることが期待されますが、未検証です。 +- 学習元のMistral-Small-3.1-24BはREADME上で低めのtemperature（0.15以下）での利用が推奨されているので、このモデルも低temperatureで利用したほうが良いかもしれません。詳しくは未検証です。 +- Vision部分は削除しているので、画像入力等は出来ません。 + +## MergeKit Config + +本モデルは以下のモデルをマージに利用しています。 + +- [AlexHung29629/Mistral-Small-3.1-24B-Instruct-2503-text](https://huggingface.co/AlexHung29629/Mistral-Small-3.1-24B-Instruct-2503-text) +- [TheDrummer/Cydonia-24B-v3](https://huggingface.co/TheDrummer/Cydonia-24B-v3) +- [LatitudeGames/Harbinger-24B](https://huggingface.co/LatitudeGames/Harbinger-24B) +- [Gryphe/Pantheon-RP-1.8-24b-Small-3.1](https://huggingface.co/Gryphe/Pantheon-RP-1.8-24b-Small-3.1) +- [aixonlab/Eurydice-24b-v3](https://huggingface.co/aixonlab/Eurydice-24b-v3) +- [Aratako/Mistral-Small-3.1-24B-RP](https://huggingface.co/Aratako/Mistral-Small-3.1-24B-RP) + +MergeKit Configは以下の通りです。 + +```yaml +name: step1 +dtype: bfloat16 +merge_method: della +base_model: AlexHung29629/Mistral-Small-3.1-24B-Instruct-2503-text +models: + - model: TheDrummer/Cydonia-24B-v3 + parameters: + weight: 1.0 + density: 0.4 + epsilon: 0.1 + - model: LatitudeGames/Harbinger-24B + parameters: + weight: 1.0 + density: 0.4 + epsilon: 0.1 + - model: Gryphe/Pantheon-RP-1.8-24b-Small-3.1 + parameters: + weight: 1.0 + density: 0.4 + epsilon: 0.1 + - model: aixonlab/Eurydice-24b-v3 + parameters: + weight: 1.0 + density: 0.4 + epsilon: 0.1 +parameters: + normalize: true + lambda: 1.0 +--- +merge_method: nearswap +dtype: bfloat16 +base_model: Aratako/Mistral-Small-3.1-24B-RP +tokenizer_source: base +models: + - model: step1 +parameters: + t: 1e-6 +``` + +## ライセンス + +MITライセンスの元公開します。 \ No newline at end of file diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..ec73d95 --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,51 @@ +{%- set today = strftime_now("%Y-%m-%d") %} +{%- set default_system_message = "You are Mistral Small 3, a Large Language Model (LLM) created by Mistral AI, a French startup headquartered in Paris.\nYour knowledge base was last updated on 2023-10-01. The current date is " + today + ".\n\nWhen you're not sure about some information, you say that you don't have the information and don't make up anything.\nIf the user's question is not clear, ambiguous, or does not provide enough context for you to accurately answer the question, you do not try to answer it right away and you rather ask the user to clarify their request (e.g. \"What are some good restaurants around me?\" => \"Where are you?\" or \"When is the next flight to Tokyo\" => \"Where do you travel from?\")" %} + +{{- bos_token }} + +{%- if messages[0]['role'] == 'system' %} + {%- if messages[0]['content'] is string %} + {%- set system_message = messages[0]['content'] %} + {%- else %} + {%- set system_message = messages[0]['content'][0]['text'] %} + {%- endif %} + {%- set loop_messages = messages[1:] %} +{%- else %} + {%- set system_message = default_system_message %} + {%- set loop_messages = messages %} +{%- endif %} +{{- '[SYSTEM_PROMPT]' + system_message + '[/SYSTEM_PROMPT]' }} + +{%- for message in loop_messages %} + {%- if message['role'] == 'user' %} + {%- if message['content'] is string %} + {{- '[INST]' + message['content'] + '[/INST]' }} + {%- else %} + {{- '[INST]' }} + {%- for block in message['content'] %} + {%- if block['type'] == 'text' %} + {{- block['text'] }} + {%- elif block['type'] in ['image', 'image_url'] %} + {{- '[IMG]' }} + {%- else %} + {{- raise_exception('Only text and image blocks are supported in message content!') }} + {%- endif %} + {%- endfor %} + {{- '[/INST]' }} + {%- endif %} + {%- elif message['role'] == 'system' %} + {%- if message['content'] is string %} + {{- '[SYSTEM_PROMPT]' + message['content'] + '[/SYSTEM_PROMPT]' }} + {%- else %} + {{- '[SYSTEM_PROMPT]' + message['content'][0]['text'] + '[/SYSTEM_PROMPT]' }} + {%- endif %} + {%- elif message['role'] == 'assistant' %} + {%- if message['content'] is string %} + {{- message['content'] + eos_token }} + {%- else %} + {{- message['content'][0]['text'] + eos_token }} + {%- endif %} + {%- else %} + {{- raise_exception('Only user, system and assistant roles are supported!') }} + {%- endif %} +{%- endfor %} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..4796dc3 --- /dev/null +++ b/config.json @@ -0,0 +1,26 @@ +{ + "architectures": [ + "MistralForCausalLM" + ], + "attention_dropout": 0.0, + "bos_token_id": 1, + "eos_token_id": 2, + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 5120, + "initializer_range": 0.02, + "intermediate_size": 32768, + "max_position_embeddings": 131072, + "model_type": "mistral", + "num_attention_heads": 32, + "num_hidden_layers": 40, + "num_key_value_heads": 8, + "rms_norm_eps": 1e-05, + "rope_theta": 1000000000.0, + "sliding_window": null, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.52.4", + "use_cache": false, + "vocab_size": 131072 +} diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..bbeeda1 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "text-generation", "allow_remote": true} \ No newline at end of file diff --git a/mergekit_config.yml b/mergekit_config.yml new file mode 100644 index 0000000..50a53db --- /dev/null +++ b/mergekit_config.yml @@ -0,0 +1,37 @@ +name: step1 +dtype: bfloat16 +merge_method: della +base_model: AlexHung29629/Mistral-Small-3.1-24B-Instruct-2503-text +models: + - model: TheDrummer/Cydonia-24B-v3 + parameters: + weight: 1.0 + density: 0.4 + epsilon: 0.1 + - model: LatitudeGames/Harbinger-24B + parameters: + weight: 1.0 + density: 0.4 + epsilon: 0.1 + - model: Gryphe/Pantheon-RP-1.8-24b-Small-3.1 + parameters: + weight: 1.0 + density: 0.4 + epsilon: 0.1 + - model: aixonlab/Eurydice-24b-v3 + parameters: + weight: 1.0 + density: 0.4 + epsilon: 0.1 +parameters: + normalize: true + lambda: 1.0 +--- +merge_method: nearswap +dtype: bfloat16 +base_model: Aratako/Mistral-Small-3.1-24B-RP 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The current date is \" + today + \".\\n\\nWhen you're not sure about some information, you say that you don't have the information and don't make up anything.\\nIf the user's question is not clear, ambiguous, or does not provide enough context for you to accurately answer the question, you do not try to answer it right away and you rather ask the user to clarify their request (e.g. \\\"What are some good restaurants around me?\\\" => \\\"Where are you?\\\" or \\\"When is the next flight to Tokyo\\\" => \\\"Where do you travel from?\\\")\" %}\n\n{{- bos_token }}\n\n{%- if messages[0]['role'] == 'system' %}\n {%- if messages[0]['content'] is string %}\n {%- set system_message = messages[0]['content'] %}\n {%- else %}\n {%- set system_message = messages[0]['content'][0]['text'] %}\n {%- endif %}\n {%- set loop_messages = messages[1:] %}\n{%- else %}\n {%- set system_message = default_system_message %}\n {%- set loop_messages = messages %}\n{%- endif %}\n{{- '[SYSTEM_PROMPT]' + system_message + '[/SYSTEM_PROMPT]' }}\n\n{%- for message in loop_messages %}\n {%- if message['role'] == 'user' %}\n {%- if message['content'] is string %}\n {{- '[INST]' + message['content'] + '[/INST]' }}\n {%- else %}\n {{- '[INST]' }}\n {%- for block in message['content'] %}\n {%- if block['type'] == 'text' %}\n {{- block['text'] }}\n {%- elif block['type'] in ['image', 'image_url'] %}\n {{- '[IMG]' }}\n {%- else %}\n {{- raise_exception('Only text and image blocks are supported in message content!') }}\n {%- endif %}\n {%- endfor %}\n {{- '[/INST]' }}\n {%- endif %}\n {%- elif message['role'] == 'system' %}\n {%- if message['content'] is string %}\n {{- '[SYSTEM_PROMPT]' + message['content'] + '[/SYSTEM_PROMPT]' }}\n {%- else %}\n {{- '[SYSTEM_PROMPT]' + message['content'][0]['text'] + '[/SYSTEM_PROMPT]' }}\n {%- endif %}\n {%- elif message['role'] == 'assistant' %}\n {%- if message['content'] is string %}\n {{- message['content'] + eos_token }}\n {%- else %}\n {{- message['content'][0]['text'] + eos_token }}\n {%- endif %}\n {%- else %}\n {{- raise_exception('Only user, system and assistant roles are supported!') }}\n {%- endif %}\n{%- endfor %}", + "clean_up_tokenization_spaces": false, + "eos_token": "", + "extra_special_tokens": {}, + "legacy": true, + "model_max_length": 1000000000000000019884624838656, + "pad_token": "", + "processor_class": "PixtralProcessor", + "tokenizer_class": "LlamaTokenizerFast", + "unk_token": "", + "use_default_system_prompt": false +}