From 52de185d0a0693a672c78bffb27a2dd9e25affb3 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 9 Apr 2026 12:22:24 +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: RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf Source: Original Platform --- .gitattributes | 57 +++++++++ README.md | 119 ++++++++++++++++++ SniffyOtter-7B-Novel-Writing-NSFW.IQ3_M.gguf | 3 + SniffyOtter-7B-Novel-Writing-NSFW.IQ3_S.gguf | 3 + SniffyOtter-7B-Novel-Writing-NSFW.IQ3_XS.gguf | 3 + SniffyOtter-7B-Novel-Writing-NSFW.IQ4_NL.gguf | 3 + SniffyOtter-7B-Novel-Writing-NSFW.IQ4_XS.gguf | 3 + SniffyOtter-7B-Novel-Writing-NSFW.Q2_K.gguf | 3 + SniffyOtter-7B-Novel-Writing-NSFW.Q3_K.gguf | 3 + SniffyOtter-7B-Novel-Writing-NSFW.Q3_K_L.gguf | 3 + 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SniffyOtter-7B-Novel-Writing-NSFW.Q5_K.gguf create mode 100644 SniffyOtter-7B-Novel-Writing-NSFW.Q5_K_M.gguf create mode 100644 SniffyOtter-7B-Novel-Writing-NSFW.Q5_K_S.gguf create mode 100644 SniffyOtter-7B-Novel-Writing-NSFW.Q6_K.gguf create mode 100644 SniffyOtter-7B-Novel-Writing-NSFW.Q8_0.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6ceb621 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,57 @@ +*.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 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+SniffyOtter-7B-Novel-Writing-NSFW.Q4_K.gguf filter=lfs diff=lfs merge=lfs -text +SniffyOtter-7B-Novel-Writing-NSFW.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SniffyOtter-7B-Novel-Writing-NSFW.Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +SniffyOtter-7B-Novel-Writing-NSFW.Q5_0.gguf filter=lfs diff=lfs merge=lfs -text +SniffyOtter-7B-Novel-Writing-NSFW.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SniffyOtter-7B-Novel-Writing-NSFW.Q5_K.gguf filter=lfs diff=lfs merge=lfs -text +SniffyOtter-7B-Novel-Writing-NSFW.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SniffyOtter-7B-Novel-Writing-NSFW.Q5_1.gguf filter=lfs diff=lfs merge=lfs -text +SniffyOtter-7B-Novel-Writing-NSFW.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SniffyOtter-7B-Novel-Writing-NSFW.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..0df36d5 --- /dev/null +++ b/README.md @@ -0,0 +1,119 @@ +Quantization made by Richard Erkhov. + +[Github](https://github.com/RichardErkhov) + +[Discord](https://discord.gg/pvy7H8DZMG) + +[Request more models](https://github.com/RichardErkhov/quant_request) + + +SniffyOtter-7B-Novel-Writing-NSFW - GGUF +- Model creator: https://huggingface.co/Aratako/ +- Original model: https://huggingface.co/Aratako/SniffyOtter-7B-Novel-Writing-NSFW/ + + +| Name | Quant method | Size | +| ---- | ---- | ---- | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q2_K.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q2_K.gguf) | Q2_K | 2.53GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.IQ3_XS.gguf) | IQ3_XS | 2.81GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.IQ3_S.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.IQ3_S.gguf) | IQ3_S | 2.96GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q3_K_S.gguf) | Q3_K_S | 2.95GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.IQ3_M.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.IQ3_M.gguf) | IQ3_M | 3.06GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q3_K.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q3_K.gguf) | Q3_K | 3.28GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q3_K_M.gguf) | Q3_K_M | 3.28GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q3_K_L.gguf) | Q3_K_L | 3.56GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.IQ4_XS.gguf) | IQ4_XS | 3.67GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q4_0.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q4_0.gguf) | Q4_0 | 3.83GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.IQ4_NL.gguf) | IQ4_NL | 3.87GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q4_K_S.gguf) | Q4_K_S | 3.86GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q4_K.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q4_K.gguf) | Q4_K | 4.07GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q4_K_M.gguf) | Q4_K_M | 4.07GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q4_1.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q4_1.gguf) | Q4_1 | 4.24GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q5_0.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q5_0.gguf) | Q5_0 | 4.65GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q5_K_S.gguf) | Q5_K_S | 4.65GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q5_K.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q5_K.gguf) | Q5_K | 4.78GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q5_K_M.gguf) | Q5_K_M | 4.78GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q5_1.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q5_1.gguf) | Q5_1 | 5.07GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q6_K.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q6_K.gguf) | Q6_K | 5.53GB | +| [SniffyOtter-7B-Novel-Writing-NSFW.Q8_0.gguf](https://huggingface.co/RichardErkhov/Aratako_-_SniffyOtter-7B-Novel-Writing-NSFW-gguf/blob/main/SniffyOtter-7B-Novel-Writing-NSFW.Q8_0.gguf) | Q8_0 | 7.17GB | + + + + +Original model description: +--- +license: cc-by-nc-4.0 +datasets: +- Aratako/Syosetu711K-Cleaned-158K-Instruct +language: +- ja +library_name: transformers +tags: +- not-for-all-audiences +- nsfw +base_model: +- Elizezen/SniffyOtter-7B +--- +# SniffyOtter-7B-Novel-Writing-NSFW +[GGUF版はこちら/Click here for the GGUF version](https://huggingface.co/Aratako/SniffyOtter-7B-Novel-Writing-NSFW-GGUF) + +## 概要 + +[Elizezen/SniffyOtter-7B](https://huggingface.co/Elizezen/SniffyOtter-7B)をベースに、NSFW特化で小説生成用のinstruction tuningを施したモデルです。 + +ジャンルやクオリティ、キーワードや過激さを指定すると、それに従った小説を生成するようにinstruction tuningしています。 + +[Aratako/Antler-7B-Novel-Writing](https://huggingface.co/Aratako/Antler-7B-Novel-Writing)との違いは主に以下の点になります。 + +- 元モデルを[Elizezen/Antler-7B](https://huggingface.co/Elizezen/Antler-7B)から[Elizezen/SniffyOtter-7B](https://huggingface.co/Elizezen/SniffyOtter-7B)へ変更 + - そのため、ライセンスがCC-BY-NC-4.0となります +- 学習データをNSFWのものに限定 + - [Aratako/Syosetu711K-Cleaned-158K-Instruct](https://huggingface.co/datasets/Aratako/Syosetu711K-Cleaned-158K-Instruct)から、NSFWのテキストのみを抽出 + - さらに、テキストを100文字ずつに分割し、[oshizo/japanese-sexual-moderation-v2](https://huggingface.co/oshizo/japanese-sexual-moderation-v2)を利用してsexuality scoreを取得し、テキスト内の平均スコアが0.4以上のものを抽出 + +## プロンプトフォーマット +Mistralのchat templateを利用してください。また、学習に利用したデータのフォーマットの関係上、以下のような形式が望ましいと思われます。 + +``` +[INST] {小説生成の指示} +ジャンル：{ジャンル} +クオリティ：{クオリティを示す数値（0から3）} +キーワード：{小説の概要を示すタグ・キーワードを読点区切りで羅列} +過激さ：{表現の過激さを示す数値（0～3、高い方がより過激）} [/INST] +``` + +## プロンプト内で指定する属性について +本モデルは学習時の指示にジャンルやキーワード、クオリティ、過激さなどを追加して学習しているため、それらの属性を指定することである程度出力の制御が可能です。 + +### ジャンル +[なろうR18小説API](https://dev.syosetu.com/xman/api/)における`nocgenre`のジャンルで学習しています。具体的には以下のものを学習時に使っています。この形式で指定するのが望ましいかと思われます。 +- 男性向け、女性向け、BL、大人向け ※APIページ上での表記からやや変更して学習しています。 + +### クオリティ +本モデルの学習に使用した[データセット](https://huggingface.co/datasets/Aratako/Syosetu711K-Cleaned-158K-instruct)の大本である[RyokoAI/Syosetu711K](https://huggingface.co/datasets/RyokoAI/Syosetu711K)のq-scoreを利用して学習時のレコードにクオリティタグをつけています。 + +[使用したデータセット](https://huggingface.co/datasets/Aratako/Syosetu711K-Cleaned-158K-instruct)は既にq-scoreが0.8以上の高品質のものをフィルターしてありますが、さらにそれを25%ずつに分け、下から0、1、2、3とラベリングしています。3を指定するとより高品質な出力になる事が期待されます。 + +### 過激さ +学習テキストに対して[oshizo/japanese-sexual-moderation-v2](https://huggingface.co/oshizo/japanese-sexual-moderation-v2)を利用して取得したsexuality scoreの平均値を25%ずつ分割し、低い方から0、1、2、3とラベリングして学習しています。大きい数値を指定するとより過激な表現になる事が想定されます。 + +## 学習関連の情報 + +### 使用データセット +- [Aratako/Syosetu711K-Cleaned-158K-instruct](https://huggingface.co/Aratako/Syosetu711K-Cleaned-158K-instruct) + - 上記データセットのうち概要で説明した処理を行いフィルタしたデータを利用 + +## 学習の設定 +RunpodでGPUサーバを借り、A6000x4で学習を行いました。主な学習パラメータは以下の通りです。 +- lora_r: 128 +- lisa_alpha: 256 +- lora_dropout: 0.05 +- lora_target_modules: ["q_proj", "k_proj", "v_proj", "o_proj", "gate_proj", "up_proj", "down_proj", "lm_head"] +- learning_rate: 2e-5 +- num_train_epochs: 10 epochs +- batch_size: 64 +- max_seq_length: 4096 + +## ライセンス +元モデルである[Elizezen/SniffyOtter-7B](https://huggingface.co/Elizezen/SniffyOtter-7B)と同じく、CC-BY-NC-4.0の元配布します。 + diff --git a/SniffyOtter-7B-Novel-Writing-NSFW.IQ3_M.gguf b/SniffyOtter-7B-Novel-Writing-NSFW.IQ3_M.gguf new file mode 100644 index 0000000..49caf3d --- /dev/null +++ b/SniffyOtter-7B-Novel-Writing-NSFW.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39a0c36c8cb35140f4e9eb8b2ec0f0720b3eba3e7304cc4e1ecb6dd8012f8199 +size 3284892128 diff --git a/SniffyOtter-7B-Novel-Writing-NSFW.IQ3_S.gguf b/SniffyOtter-7B-Novel-Writing-NSFW.IQ3_S.gguf new file mode 100644 index 0000000..d9d6d9c --- /dev/null +++ b/SniffyOtter-7B-Novel-Writing-NSFW.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb09f6758f9c8aed474955c9b4d964e2b7493735775d3cc7f716eecd6ad321e8 +size 3182393824 diff --git a/SniffyOtter-7B-Novel-Writing-NSFW.IQ3_XS.gguf b/SniffyOtter-7B-Novel-Writing-NSFW.IQ3_XS.gguf new file mode 100644 index 0000000..edbaec7 --- 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