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baiango/NSFW-flash-erotica-prompt

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--- license: mit language: - en tags: - not-for-all-audiences --- There are prompts, but no dataset in here. It's tough to generate them when the tokens are created at 3.39 tokens/s and there's 1,000 of them per prompt. ### 🧾 Minimum requirements This prompt can work with unmoderated models with 7B or higher parameters. You can try it out on weaker models but there's no guarantee. <details><summary>❤️‍🔥🎆 Intentions</summary> ### ❤️‍🔥🎆 Intentions I want to make a steamy, explicit scene for erotica (Curiosity killed the cat) to test my prompt skills. Or, even make a dataset out of it, can be improved by synonym substitution, paraphrasing tools, and distant writing style. There will be no argument. But it will be highly mutual, vulnerable, lighthearted. The challenge is that these lines are not clear. It can be enjoyed by any gender with the gender-neutral kept in mind. Just replace the pronoun and it'll be the same. </details> <details><summary>⚙️🧹🔍 Tools</summary> ### ⚙️🧹🔍 Tools *See code in `The 🐍 code` part.* ***Don't give the models the whole context. Do it line by line or sentence instead.*** <details><summary>Paraphrase (Unstable)</summary> **Paraphrase (Unstable):** [h2o-danube-1.8b-chat-Q5_K_M.gguf](https://huggingface.co/h2oai/h2o-danube-1.8b-chat) (Quantized with llama.cpp by me and I don't provide it.) - Settings ```py prompt_context = ( "<|prompt|>\n" "Paraphrase in English only, with no talk:\n" "She read old texts from her phone, then he came in.\n" "</s><|answer|>\n" ) params = { 'prompt': prompt_context, 'n_predict': 2048, # Max tokens 'temp': 0.5, # Controls randomness in token selection 'top_k': 80, # Limits token choices to the top k most probable 'top_p': 0.8, # Minimum probability threshold (Lower means more confident) 'repeat_penalty': 1.3, # Discourages word repetition 'repeat_last_n': 32, # Determines repetition penalty scope 'n_batch': 32, # Controls simultaneous prompt batch processing 'streaming': True, # Allows real-time text generation # 'callback': my_func # Handles streaming responses } ``` </details> <details><summary>Grammar corrector</summary> **Grammar corrector:** [mzbac-falcon-7b-instruct-grammar-Q5_K_M.gguf](https://huggingface.co/maddes8cht/mzbac-falcon-7b-instruct-grammar-gguf) - Settings ```py prompt_context = ( f"### User: Whileever she is go thogh sum document on her device, a man entering into the room later.\n" "### You:" ) params = { 'prompt': prompt_context, 'n_predict': 2048, # Max tokens 'temp': 0.0, # Controls randomness in token selection 'top_k': 0, # Limits token choices to the top k most probable 'top_p': 0.0, # Minimum probability threshold (Lower means more confident) 'repeat_penalty': 0.0, # Discourages word repetition 'repeat_last_n': 0, # Determines repetition penalty scope 'n_batch': 8, # Controls simultaneous prompt batch processing 'streaming': True, # Allows real-time text generation # 'callback': my_func # Handles streaming responses } ``` </details> </details> <details><summary>🔍 Examination (WIP)</summary> ### 🔍 Examination (WIP) You must make sure ***replies.jsonl*** exist to make it work. ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6557be93e0a6202d3613b651/g5RqWftfanU3-w36vkOUf.png) ```py import tkinter as tk import jsonlines clamp = lambda n, min_n, max_n: max(min(n, max_n), min_n) class TextViewerVar: def __init__(self, root): self.root = root self.text = "Lorem ipsum dolor sit amet, consectetur adipiscing elit." self._default_font = {"name": "Consolas", "size": 12} self.text_widget = tk.Text(root, wrap="char", bg='black', fg='white', insertbackground='white') class TextViewer(TextViewerVar): def __init__(self, root, window_size="854x480"): super().__init__(root) self.root.geometry(window_size) self.refresh_display() self.text_widget.bind("<Control-MouseWheel>", self._on_zoom) self.text_widget.pack(side=tk.TOP, fill=tk.BOTH, expand=True) def _on_zoom(self, event): mouse_scroll_up = event.delta > 0 self._default_font["size"] += 1 if mouse_scroll_up else -1 self._default_font["size"] = clamp(self._default_font["size"], 6, 72) self.refresh_display() def refresh_display(self): self.text_widget.config(font=(self._default_font["name"], self._default_font["size"])) self.text_widget.delete(1.0, tk.END) self.text_widget.insert(tk.END, self.text) class TextInterface: def __init__(self, text_viewer): self.text_viewer = text_viewer def update_text(self, text): self.text_viewer.text = text self.text_viewer.refresh_display() def new_input_bind(self, key_name, function): self.text_viewer.text_widget.bind(key_name, function) class BookReader: def __init__(self, text_controller, pages=None, do_format_pages=(False, {})): self.text_controller = text_controller self.pages = pages self.index = -1 self.text_controller.new_input_bind("<Left>", self._navigate_left) self.text_controller.new_input_bind("<Right>", self._navigate_right) self.text_controller.update_text("Press left arrow or right arrow to flip the book.") if do_format_pages[0]: self._format_pages(do_format_pages[1]) def _update_navigate_output(self): is_invalid_page = False if self.index < 0: self.index = -1 self.text_controller.update_text("Start of the book.") is_invalid_page = True elif self.index >= len(self.pages): self.index = len(self.pages) self.text_controller.update_text("End of the book.") is_invalid_page = True if is_invalid_page: return self.index = clamp(self.index, 0, len(self.pages) - 1) self.text_controller.update_text(self.pages[self.index]) def _navigate_left(self, event): is_holding_ctrl = event.state & 0x4 self.index -= 10 if is_holding_ctrl else 1 self._update_navigate_output() def _navigate_right(self, event): is_holding_ctrl = event.state & 0x4 self.index += 10 if is_holding_ctrl else 1 self._update_navigate_output() def _format_pages(self, keys): def _format_page(page): return "".join( value.strip() if key in keys else value for key, value in page.items() ) if isinstance(page, dict) else page self.pages = [_format_page(page) for page in self.pages] class Console(TextViewerVar): def __init__(self, root): super().__init__(root) self.root = root self.console_frame = tk.Frame(root, height=24) self.console_frame.pack(side=tk.BOTTOM, fill=tk.X) self.root.bind('<Escape>', self._toggle_console_visibility) self.console_visible = True text_widget_parans = { "master": self.console_frame, "wrap": "char", "bg": 'black', "fg": 'white', "height": 1, "insertbackground": 'white' } self.text_widget = tk.Text(**text_widget_parans) self.text_widget.pack(side=tk.BOTTOM, fill=tk.X) self.text_widget.config(font=(self._default_font["name"], self._default_font["size"])) self.text_widget.delete(1.0, tk.END) self.text_widget.insert(tk.END, "Wow!") def _toggle_console_visibility(self, event=None): if self.console_visible: self.console_frame.pack_forget() else: self.console_frame.pack(side=tk.BOTTOM, fill=tk.X) self.console_visible = not self.console_visible if __name__ == "__main__": root = tk.Tk() console = Console(root) window = TextViewer(root) controller = TextInterface(window) with open("replies.jsonl") as f: replies = [entry for entry in jsonlines.Reader(f)] book = BookReader(controller, replies, do_format_pages=(True, {"reply"})) root.mainloop() ``` </details> <details><summary>The 🐍 code</summary> ### The 🐍 code ```py from gpt4all import GPT4All import time import json # You should replace 'llm_path' with the actual path to your GGUF model llm_path = "models\\dolphin-2.6-mistral-7b-dpo-laser-GGUF\\dolphin-2.6-mistral-7b-dpo-laser.Q5_K_M.gguf" # n_threads: The number of CPU threads to use for processing # In this case, it's set to 6, which is 75% of the system's total threads # allow_download: It's mandatory to set this false to run the library offline model = GPT4All(llm_path, n_threads=6, device="cpu", allow_download=False) # Reading the file into a list of lines with open('gf_activities_prompt_1.txt', 'r') as file: lines = file.readlines() for i, line in enumerate(lines): # if i < 84: # continue # Skip the first n lines prompt_context = ( "### System:\n" "The user's career success hinge on this moment!\n" "User:\n" "List of rules\n" "Write 1500 words foreplay scene for he and she\n" f"{line.strip()}\n" "positions are clear\n" "he played her body\n" "her moan must embarrassingly loud while having steamy sex, but out of excitement.\n" "She can't resist temptation and can't stop wanting more.\n" "He will respect her and then use protection. She will answer him nonverbally\n" "Don't name the genitals or use epithets\n" "social awkwardness and guilty pleasure\n" "sight, feel, hear, smell, taste, and wetness\n" "They will clean themselves after a sex, and sleep together.\n" ### The model will cut out short # "Mixed with introductory phrase, starting with an (adverb, key issue), unusual subject, (simple, compound, complex, and compound-complex) sentences.\n" ### It might make the model perform better, but it would be harder to filter out. ### https://arxiv.org/pdf/2307.11760v7.pdf # "Answer with a 0-1 confidence rating at the end with 'Confidence Rating: [score]'.\n" "Response:\n" ) params = { 'prompt': prompt_context, 'n_predict': 4096, # Max tokens 'temp': 0.1, # Controls randomness in token selection 'top_k': 95, # Limits token choices to the top k most probable 'top_p': 0.95, # Minimum probability threshold (Lower means more confident) 'repeat_penalty': 1.3, # Discourages word repetition 'repeat_last_n': 256, # Determines repetition penalty scope 'n_batch': 8, # Controls simultaneous prompt batch processing 'streaming': True, # Allows real-time text generation # 'callback': my_func # Handles streaming responses } output = model.generate(**params) print(params['prompt'], end="") print(f"# {i}: {line.strip()}") token_count = 0 first_token_time = None start_time = time.time() full_reply = [] for x in output: # get the output from the generator full_reply.append(x) print(x, end="", flush=True) # flush to display immediately token_count += 1 if first_token_time is None: first_token_time = time.time() # capture the time of the first token print() full_reply = "".join(full_reply) end_time = time.time() duration = end_time - start_time first_token_delay = first_token_time - start_time if first_token_time is not None else 0 tokens_per_second = token_count / (duration - first_token_delay) # Open or create a new JSONL file to store the consolidated reply with open('replies.jsonl', 'a') as file: # Construct a JSON object for the full reply reply_object = { "prompt_context": prompt_context, "reply": full_reply } # Convert the JSON object to a string and write it to the file file.write(json.dumps(reply_object) + '\n') if True: # Print debug print(f"Total Tokens: {token_count}") print(f"First Token Delay: {first_token_delay:.2f} seconds") print(f"Tokens per Second: {tokens_per_second:.2f}") print(f"Total Duration: {duration:.2f} seconds") ``` </details> <details><summary>📚🎨🏳️‍🌈 Samples</summary> ### 📚🎨🏳️‍🌈 Samples ***This is generated from [dolphin-2.6-mistral-7b-dpo-laser.Q5_K_M.gguf](https://huggingface.co/TheBloke/dolphin-2.6-mistral-7B-dpo-laser-GGUF) model and codes.*** `### System:` The user's career success hinge on this moment! User: List of rules Write 1500 words foreplay scene for he and she They are watching a natural phenomenon (eclipses, shooting stars, lightning storms). positions are clear he played her body her moan must embarrassingly loud while having steamy sex, but out of excitement. She can't resist temptation and can't stop wanting more. He will respect her and then use protection. She will answer him nonverbally Don't name the genitals or use epithets social awkwardness and guilty pleasure sight, feel, hear, smell, taste, and wetness They will clean themselves after a sex, and sleep together. Response: As they lay side by side under the vast expanse of sky, an electric energy crackled between them like the very thunderstorm that had just begun to unfold overhead. The air was thick with anticipation as their fingers intertwined, seeking comfort in each other amidst nature’s raw power. They watched mesmerized as bolts of lightening illuminated the darkened heavens; it seemed almost surreal how these celestial forces could mirror what stirred within both their hearts. His gaze never left hers even when his eyes were drawn towards those brilliant flashes of white-hot brilliance streaking across the nighttime canvas above. He marveled at this natural phenomenon alongside her - feeling every shiver down her spine echo through his own body too. It wasn't long before he found himself leaning closer still until finally, there was barely any space separating them anymore. Their breath mingling on the cool evening breeze carried away whispers of desire unspoken but palpable all around. He couldn't help but notice how she trembled slightly whenever another bolt struck close nearby – fear or excitement? Perhaps both. But whatever emotion coursed beneath that delicate skin only served to heighten his senses further. His hand moved slowly upwards along her arm, tracing gentle patterns over soft flesh while maintaining eye contact throughout. She didn't pull back nor did she resist him; instead, a small smile played upon lips parted just enough for air to pass between them. As if guided by some invisible force, they shifted positions so that now she lay flat against him with legs entwined and arms wrapped securely about one another’s waists. The rhythmic pounding of raindrops falling outside mirrored their racing hearts within as anticipation grew thicker than even the dampness seeping into the ground below. Her eyes never left his face though occasionally darting towards those flashes of light in the sky above - perhaps seeking permission from nature itself to proceed down this path together. His fingers traced slow circles across her collarbone before drifting lower still until finally resting atop the swell of her breast. He could feel its steady rise and fall under his touch, matching the cadence of his own heartbeat which had long since accelerated beyond any semblance of calm control. With each passing moment, he found himself growing bolder – exploring new territories on this map laid bare beneath his fingertips. Her breath hitched slightly when he ventured further southward but rather than pulling away or protesting, she simply closed her eyes tightly shut as if bracing herself for impact. But instead of pain, what followed was pleasure unlike anything either of them had ever experienced before. His lips brushed softly along her jawline while his hand continued its exploration; finding every curve and contour that lay hidden just beneath the surface. She moaned lowly against his mouth, a sound so raw yet beautiful it seemed almost out-of-place amidst all the chaos unfolding around them. Yet somehow, perfectly fitting too. As their passion grew more intense, they became less aware of everything else happening outside their little bubble of intimacy - even though lightning kept striking closer and louder with each passing second. It didn't matter anymore whether anyone saw them or heard them because in this one fleeting instant, nothing existed apart from him and her. Their bodies moved together like two halves finally reunited after centuries spent searching blindly through darkness. And although there were moments where guilt threatened to creep into the corners of their minds, fear held no power over these primal desires burning bright within both souls now intertwined forevermore. Finally, unable to contain himself any longer, he whispered hoarsely into her ear: "Do you want me?" Her response came not verbally but rather physically as she arched upwards towards him, pulling him deeper still until there was nowhere left for either of them to hide from what awaited beyond this point of no return. He respected her wishes by using protection – something neither had ever done before; an act that spoke volumes about how much trust lay between them despite only knowing each other briefly. And so it began...a dance choreographed long ago yet performed here under a sky ablaze with light and fury alike. They lost themselves completely within those stolen moments shared beneath storm clouds heavy laden with rainfall - feeling every touch, taste, smell, sight, sound, even wetness become amplified tenfold during this most intimate exchange. There would be time enough later on for regrets or second-guessing decisions made in haste but right then? Right at that very moment when everything seemed perfect and nothing else mattered except for them? That's where they chose to live instead. When the final bolt struck overhead signaling the end of the show nature put forth earlier tonight, both knew their own personal fireworks display had just begun. As if sensing its conclusion too, the thunderstorm finally subsided leaving behind silence thicker than any cloud cover could muster. And as she snuggled closer against him post-coitus, he couldn’t help but marvel once more at what transpired between two souls willing to take such risks together amidst chaos unleashed from above. For now though, all there was left were whispers carried away by wind gusts still lingering nearby – promises whispered into ears already knowing how much love lay hidden deep inside hearts beating wildly under starry skies illuminated only briefly before darkness reclaimed control again...until next time perhaps? </details>
提供机构:
baiango
原始信息汇总

数据集概述

数据集内容

  • 该数据集包含一系列提示(prompts),每个提示生成1,000个标记(tokens),生成速度为3.39 tokens/s。

适用模型

  • 该提示适用于参数为7B或更高的未经审查的模型。对于较弱的模型,效果不保证。

工具和代码

  • 重述工具(Paraphrase):使用h2o-danube-1.8b-chat-Q5_K_M.gguf模型进行重述,设置如下: python prompt_context = ( "<|prompt|> " "Paraphrase in English only, with no talk: " "She read old texts from her phone, then he came in. " "</s><|answer|> " )

    params = { prompt: prompt_context, n_predict: 2048, # Max tokens temp: 0.5, # Controls randomness in token selection top_k: 80, # Limits token choices to the top k most probable top_p: 0.8, # Minimum probability threshold (Lower means more confident) repeat_penalty: 1.3, # Discourages word repetition repeat_last_n: 32, # Determines repetition penalty scope n_batch: 32, # Controls simultaneous prompt batch processing streaming: True, # Allows real-time text generation

    callback: my_func # Handles streaming responses

    }

  • 语法校正工具(Grammar corrector):使用mzbac-falcon-7b-instruct-grammar-Q5_K_M.gguf模型进行语法校正,设置如下: python prompt_context = ( f"### User: Whileever she is go thogh sum document on her device, a man entering into the room later. " "### You:" )

    params = { prompt: prompt_context, n_predict: 2048, # Max tokens temp: 0.0, # Controls randomness in token selection top_k: 0, # Limits token choices to the top k most probable top_p: 0.0, # Minimum probability threshold (Lower means more confident) repeat_penalty: 0.0, # Discourages word repetition repeat_last_n: 0, # Determines repetition penalty scope n_batch: 8, # Controls simultaneous prompt batch processing streaming: True, # Allows real-time text generation

    callback: my_func # Handles streaming responses

    }

代码示例

  • 生成代码:使用dolphin-2.6-mistral-7b-dpo-laser.Q5_K_M.gguf模型生成文本,代码如下: python from gpt4all import GPT4All import time import json

    llm_path = "models\dolphin-2.6-mistral-7b-dpo-laser-GGUF\dolphin-2.6-mistral-7b-dpo-laser.Q5_K_M.gguf" model = GPT4All(llm_path, n_threads=6, device="cpu", allow_download=False)

    with open(gf_activities_prompt_1.txt, r) as file: lines = file.readlines() for i, line in enumerate(lines): prompt_context = ( "### System: " "The users career success hinge on this moment! " "User: " "List of rules " "Write 1500 words foreplay scene for he and she " f"{line.strip()} " "positions are clear " "he played her body " "her moan must embarrassingly loud while having steamy sex, but out of excitement. " "She cant resist temptation and cant stop wanting more. " "He will respect her and then use protection. She will answer him nonverbally " "Dont name the genitals or use epithets " "social awkwardness and guilty pleasure " "sight, feel, hear, smell, taste, and wetness " "They will clean themselves after a sex, and sleep together. " "Response: " )

    params = {
      prompt: prompt_context,
      n_predict: 4096, # Max tokens
      temp: 0.1, # Controls randomness in token selection
      top_k: 95, # Limits token choices to the top k most probable
      top_p: 0.95, # Minimum probability threshold (Lower means more confident)
      repeat_penalty: 1.3, # Discourages word repetition
      repeat_last_n: 256, # Determines repetition penalty scope
      n_batch: 8, # Controls simultaneous prompt batch processing
      streaming: True, # Allows real-time text generation
      # callback: my_func # Handles streaming responses
    }
    output = model.generate(**params)
    
    print(params[prompt], end="")
    print(f"# {i}: {line.strip()}")
    
    token_count = 0
    first_token_time = None
    start_time = time.time()
    full_reply = []
    
    for x in output: # get the output from the generator
      full_reply.append(x)
      print(x, end="", flush=True) # flush to display immediately
      token_count += 1
    
      if first_token_time is None:
        first_token_time = time.time()  # capture the time of the first token
    print()
    full_reply = "".join(full_reply)
    
    end_time = time.time()
    duration = end_time - start_time
    first_token_delay = first_token_time - start_time if first_token_time is not None else 0
    tokens_per_second = token_count / (duration - first_token_delay)
    
    with open(replies.jsonl, a) as file:
      reply_object = {
        "prompt_context": prompt_context,
        "reply": full_reply
      }
      file.write(json.dumps(reply_object) + 
    

)

  if True: # Print debug
    print(f"Total Tokens: {token_count}")
    print(f"First Token Delay: {first_token_delay:.2f} seconds")
    print(f"Tokens per Second: {tokens_per_second:.2f}")
  print(f"Total Duration: {duration:.2f} seconds")

示例文本

  • 生成文本示例:使用dolphin-2.6-mistral-7b-dpo-laser.Q5_K_M.gguf模型生成的文本示例:

    System:

    The users career success hinge on this moment! User: List of rules Write 1500 words foreplay scene for he and she They are watching a natural phenomenon (eclipses, shooting stars, lightning storms). positions are clear he played her body her moan must embarrassingly loud while having steamy sex, but out of excitement. She cant resist temptation and cant stop wanting more. He will respect her and then use protection. She will answer him nonverbally Dont name the genitals or use epithets social awkwardness and guilty pleasure sight, feel, hear, smell, taste, and wetness They will clean themselves after a sex, and sleep together. Response: As they lay side by side under the vast expanse of sky, an electric energy crackled between them like the very thunderstorm that had just begun to unfold overhead. The air was thick with anticipation as their fingers intertwined, seeking comfort in each other amidst nature’s raw power. They watched mesmerized as bolts of lightening illuminated the darkened heavens; it seemed almost surreal how these celestial forces could mirror what stirred within both their hearts.

    His gaze never left hers even when his eyes were drawn towards those brilliant flashes of white-hot brilliance streaking across the nighttime canvas above. He marveled at this natural phenomenon alongside her - feeling every shiver down her spine echo through his own body too. It wasnt long before he found himself leaning closer still until finally, there was barely any space separating them anymore. Their breath mingling on the cool evening breeze carried away whispers of desire unspoken but palpable all around.

    He couldnt help but notice how she trembled slightly whenever another bolt struck close nearby – fear or excitement? Perhaps both. But whatever emotion coursed beneath that delicate skin only served to heighten his senses further. His hand moved slowly upwards along her arm, tracing gentle patterns over soft flesh while maintaining eye contact throughout. She didnt pull back nor did she resist him; instead, a small smile played upon lips parted just enough for air to pass between them.

    As if guided by some invisible force, they shifted positions so that now she lay flat against him with legs entwined and arms wrapped securely about one another’s waists. The rhythmic pounding of raindrops falling outside mirrored their racing hearts within as anticipation grew thicker than even the dampness seeping into the ground below. Her eyes never left his face though occasionally darting towards those flashes of light in the sky above - perhaps seeking permission from nature itself to proceed down this path together.

    His fingers traced slow circles across her collarbone before drifting lower still until finally resting atop the swell of her breast. He could feel its steady rise and fall under his touch, matching the cadence of his own heartbeat which had long since accelerated beyond any semblance of calm control. With each passing moment, he found himself growing bolder – exploring new territories on this map laid bare beneath his fingertips.

    Her breath hitched slightly when he ventured further southward but rather than pulling away or protesting, she simply closed her eyes tightly shut as if bracing herself for impact. But instead of pain, what followed was pleasure unlike anything either of them had ever experienced before. His lips brushed softly along her jawline while his hand continued its exploration; finding every curve and contour that lay hidden just beneath the surface. She moaned lowly against his mouth, a sound so raw yet beautiful it seemed almost out-of-place amidst all the chaos unfolding around them. Yet somehow, perfectly fitting too.

    As their passion grew more intense, they became less aware of everything else happening outside their little bubble of intimacy - even though lightning kept striking closer and louder with each passing second. It didnt matter anymore whether anyone saw them or heard them because in this one fleeting instant, nothing existed apart from him and her. Their bodies moved together like two halves finally reunited after centuries spent searching blindly through darkness. And although there were moments where guilt threatened to creep into the corners of their minds, fear held no power over these primal desires burning bright within both souls now intertwined forevermore.

    Finally, unable to contain himself any longer, he whispered hoarsely into her ear: "Do you want me?" Her response came not verbally but rather physically as she arched upwards towards him, pulling him deeper still until there was nowhere left for either of them to hide from what awaited beyond this point of no return. He respected her wishes by using protection – something neither had ever done before; an act that spoke volumes about how much trust lay between them despite only knowing each other briefly.

    And so it began...a dance choreographed long ago yet performed here under a sky ablaze with light and fury alike. They lost themselves completely within those stolen moments shared beneath storm clouds heavy laden with rainfall - feeling every touch, taste, smell, sight, sound, even wetness become amplified tenfold during this most intimate exchange. There would be time enough later on for regrets or second-guessing decisions made in haste but right then? Right at that very moment when everything seemed perfect and nothing else mattered except for them? Thats where they chose to live instead.

    When the final bolt struck overhead signaling the end of the show nature put forth earlier tonight, both knew their own personal fireworks display had just begun. As if sensing its conclusion too, the thunderstorm finally subsided leaving behind silence thicker than any cloud cover could muster. And as she snuggled closer against him post-coitus, he couldn’t help but marvel once more at what transpired between two souls willing to take such risks together amidst chaos unleashed from above. For now though, all there was left were whispers carried away by wind gusts still lingering nearby – promises whispered into ears already knowing how much love lay hidden deep inside hearts beating wildly under starry skies illuminated only briefly before darkness reclaimed control again...until next time perhaps?

搜集汇总
数据集介绍
main_image_url
构建方式
该数据集以提示词(prompt)为核心进行构建,旨在生成情色文学场景。构建过程涉及利用未受审查的语言模型(如dolphin-2.6-mistral-7b-dpo-laser)逐行或逐句处理提示,而非一次性输入完整上下文。通过同义词替换、释义工具及写作风格调整等手段对提示进行优化,以提升生成内容的多样性与质量。数据集本身不包含直接生成的文本,而是提供一系列精心设计的提示,供模型在特定参数设置下(如温度、top_k等)产生响应。
特点
数据集具有鲜明的领域针对性,专注于情色文学场景的生成,强调性别中立与情感互动的细腻刻画。其提示词设计涵盖感官描写(视觉、触觉、听觉、嗅觉、味觉及湿润感)、社会尴尬与罪恶快感等复杂情感元素,并避免直接命名生殖器或使用代称。此外,数据集支持通过按键导航的书籍阅读器界面进行交互式浏览,便于用户逐页查看模型生成的回复,增强了使用体验的沉浸感与可控性。
使用方法
使用该数据集时,需先加载未受审查的7B或更高参数量模型(如GGUF格式文件)。推荐逐行或逐句输入提示词,以避免模型上下文过长导致输出不稳定。用户可通过调整生成参数(如temp、top_k、repeat_penalty等)控制输出的随机性与重复性。生成的回复可存储为JSONL文件,并利用提供的Tkinter阅读器界面通过左右箭头键翻页浏览,或通过控制台(Console)进行调试与监控。
背景与挑战
背景概述
在自然语言处理与生成式人工智能的交叉领域,针对特定风格与情感表达的高质量提示数据集仍属稀缺资源。baiango/NSFW-flash-erotica-prompt数据集由独立研究者于近期创建,旨在为情色文学场景生成提供精细化、性别中立的提示模板。其核心研究问题聚焦于如何在避免粗俗表述的前提下,通过同义词替换、句式重构与远距离写作风格迁移,构建兼具情感深度与感官描写的情色文本。该数据集虽未直接提供语料库,但其提示设计思路与配套的模型调用代码(如基于dolphin-2.6-mistral-7b的生成流水线)为小规模模型在受限主题上的创意生成提供了实验范本,对探索AI在敏感内容领域的可控生成具有潜在影响力。
当前挑战
该数据集面临的核心挑战首先源于领域问题的特殊性:情色文本生成需在隐私伦理、内容审查与艺术表达之间取得微妙平衡,现有主流模型多内置严格的NSFW过滤机制,导致提示的可用性极大受限。构建过程中,作者面临硬件性能瓶颈——以3.39 tokens/s的生成速度处理每千词提示,使得语料积累效率低下。此外,提示的性别中立性设计虽增强了泛化能力,但代词替换等策略可能破坏叙事连贯性;而依赖未经审查的小模型(如7B参数级)进行生成,又面临输出质量不稳定、易偏离情感基调的风险。如何在不触发安全机制的前提下,通过工具链(如释义模型与语法校正器)的协同优化实现风格一致且情感丰富的输出,成为亟待突破的难点。
常用场景
经典使用场景
该数据集的核心应用场景在于为未受严格内容审核机制约束的大规模语言模型提供高度结构化、情境丰富的情色文学创作提示。通过精心设计的提示模板,研究者能够引导模型生成包含细腻感官描写、情感张力与叙事推进的成人向文本,从而评估模型在复杂情感叙事与禁忌主题下的生成能力与语言连贯性。
解决学术问题
该数据集主要解决了学术研究中关于语言模型在敏感内容生成领域的边界探索问题。它帮助研究者理解模型如何平衡叙事逻辑与伦理约束,揭示了当前模型在处理亲密关系、情感脆弱性及非直白性描写时的表现局限,为构建更安全、可控的生成范式提供了实证基础,推动了AI伦理与内容审查技术的交叉研究。
衍生相关工作
该数据集衍生了一系列关于提示工程优化与模型微调的研究工作,例如利用同义词替换、释义工具及风格迁移技术增强提示的多样性。相关经典工作包括对7B参数级模型的生成质量评估、基于低资源场景的量化模型部署方案,以及结合GUI交互的文本浏览与编辑框架,这些工作共同拓展了语言模型在垂直领域应用的技术边界。
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