Compare commits
10 Commits
e548fa5cee
...
30e0a2eea5
| Author | SHA1 | Date | |
|---|---|---|---|
|
30e0a2eea5 | ||
|
|
acffc94e20 | ||
|
|
414756ffcb | ||
|
|
b2811e4f25 | ||
|
|
88ad2d962e | ||
|
|
2f21d04959 | ||
|
|
0b6ba1925c | ||
|
|
f9447d1984 | ||
|
|
d33f2920f5 | ||
|
|
52061feba2 |
9
.gitattributes
vendored
9
.gitattributes
vendored
@@ -46,3 +46,12 @@ SniffyOtter-7B-Novel-Writing-NSFW.Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
|
||||
SniffyOtter-7B-Novel-Writing-NSFW.IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
|
||||
SniffyOtter-7B-Novel-Writing-NSFW.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
||||
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
|
||||
|
||||
119
README.md
Normal file
119
README.md
Normal file
@@ -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。
|
||||
|
||||
3
SniffyOtter-7B-Novel-Writing-NSFW.Q4_1.gguf
Normal file
3
SniffyOtter-7B-Novel-Writing-NSFW.Q4_1.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:f9b79827a3ba3a32c78d8c7dcb3ad90cfd63b502a9d63777e16843302930a931
|
||||
size 4553316832
|
||||
3
SniffyOtter-7B-Novel-Writing-NSFW.Q4_K_M.gguf
Normal file
3
SniffyOtter-7B-Novel-Writing-NSFW.Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:1525c3050cefb9e37ff65372e588f5bc519404a8efb39c347230249d1737f4cf
|
||||
size 4368439776
|
||||
3
SniffyOtter-7B-Novel-Writing-NSFW.Q5_0.gguf
Normal file
3
SniffyOtter-7B-Novel-Writing-NSFW.Q5_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:bff7592bee9bbad2661d21db57c8f4ec0c68653c959a097519b068b04b0f193a
|
||||
size 4997716448
|
||||
3
SniffyOtter-7B-Novel-Writing-NSFW.Q5_1.gguf
Normal file
3
SniffyOtter-7B-Novel-Writing-NSFW.Q5_1.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:5338c0a7ecccf60fa4c36de6a1e2f54398a6e6956e3d601814eb6c7f9f08ec84
|
||||
size 5442116064
|
||||
3
SniffyOtter-7B-Novel-Writing-NSFW.Q5_K.gguf
Normal file
3
SniffyOtter-7B-Novel-Writing-NSFW.Q5_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:297714dffde39d92b3fa6fe4f5a60b0587b54ca388ad19902add7fd11aee0e62
|
||||
size 5131409888
|
||||
3
SniffyOtter-7B-Novel-Writing-NSFW.Q5_K_M.gguf
Normal file
3
SniffyOtter-7B-Novel-Writing-NSFW.Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:297714dffde39d92b3fa6fe4f5a60b0587b54ca388ad19902add7fd11aee0e62
|
||||
size 5131409888
|
||||
3
SniffyOtter-7B-Novel-Writing-NSFW.Q5_K_S.gguf
Normal file
3
SniffyOtter-7B-Novel-Writing-NSFW.Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:0b2a7c65c7d199e3e8e410ea1bdd85f8aef2148858bc1af2bdd83033c1b6211d
|
||||
size 4997716448
|
||||
3
SniffyOtter-7B-Novel-Writing-NSFW.Q6_K.gguf
Normal file
3
SniffyOtter-7B-Novel-Writing-NSFW.Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:575951e4c7289b89b321f4efbfa60bd296a6b6e6979e5970ebb27037ecac794f
|
||||
size 5942065632
|
||||
3
SniffyOtter-7B-Novel-Writing-NSFW.Q8_0.gguf
Normal file
3
SniffyOtter-7B-Novel-Writing-NSFW.Q8_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:35d595084ea6e215174e0dbd00b7ebde0824c9c08b04dcb561886302b021504b
|
||||
size 7695858144
|
||||
Reference in New Issue
Block a user