enterval/humanizer-no-thinking-2 🔢📝✓ → 📝

▶️ 32 runs 📅 Oct 2025 ⚙️ Cog 0.16.8
paraphrasing text-generation text-rewriting

About

Converts AI-generated text to sound more natural and human-like. Based on Surfer/humanizer-no-thinking-2 GGUF model (Q8_0 quantization).

Example Output

Prompt:

"Vacation: A Pause That Renews Life. Vacations are more than just breaks from work or school; they are necessary pauses that allow people to recharge, explore, and reconnect with themselves and others. In a world that constantly demands productivity, vacations stand as rare opportunities to slow down and savor life. Whether spent in faraway lands or close to home, vacations play an essential role in balancing modern routines. The value of a vacation begins with rest. Long stretches of daily responsibilities often lead to fatigue, stress, and burnout. A few days away from the usual environment can restore both mental and physical energy. For many, simply waking up without an alarm clock or enjoying a quiet breakfast already feels like luxury. Rest is not laziness; it is a vital investment in well-being. Equally important is the sense of discovery vacations bring. Traveling to a new city or country exposes us to unfamiliar cultures, languages, and traditions. Walking through the narrow streets of an old European town or standing before a vast natural wonder offers perspective that cannot be learned from books alone. Even local trips—a hike in nearby mountains or a visit to a historical site—create memories that enrich life beyond the routine. Vacations also strengthen relationships. Families bond over shared adventures, couples grow closer through new experiences, and friends create stories they will recall for years. These shared moments become anchors of happiness. A beach sunset, a mountain climb, or even a road trip filled with unexpected turns can deepen connections in ways that ordinary days rarely allow. At the same time, vacations remind us of balance. They teach that life is not only about earning money or meeting deadlines but also about experiencing joy, beauty, and peace. Studies even show that people return from vacations with higher productivity and creativity. Ironically, taking time off often makes us better at our work once we return. Of course, vacations are not without challenges. Costs, time constraints, or travel delays can test patience. Yet even these inconveniences fade when compared to the broader benefits. The anticipation of planning, the thrill of departure, and the comfort of return together create a cycle that refreshes the spirit. In the end, vacations are not just escapes—they are reminders of what makes life meaningful. They provide rest, discovery, and connection, leaving us renewed and ready to face the rhythms of everyday life with fresh energy"

Output

Vacation: The Pause That Renews Life

There's more to vacations than just taking a break from work or school; they are actually necessary breaks that give people space to recharge, explore, and reconnect with themselves – and others. In today's fast-paced world, where productivity is king, vacations stand out as precious opportunities to hit the brakes and truly live.

Resting on the importance of vacation begins with rest itself. Long stretches of daily responsibilities leave us running on fumes - fatigue, stress and burnout are all too common. But taking a break from our usual routines can work wonders for both body and mind. For many people just sleeping in without an alarm or enjoying a quiet breakfast is already feels like the good life.

Rest isn't laziness – it's actually an investment in wellbeing that pays dividends later down the line.

Discovery is also part of the vacation magic, too - traveling to a new city or country exposes us to completely different cultures, languages and traditions. Walking through cobblestone streets in an old European town, for example, or gazing out at a stunning natural wonder gives you perspective that can't be learned from books alone. Even day trips – hiking in the nearby mountains, say, or visiting a historical site - make memories that last long after the dust has settled. Vacations are also about relationships and creating shared adventures with loved ones can bring us closer to each other. Families bond over new experiences, couples grow stronger together through all they see and do, and friends create memories they'll be telling stories about for years. And it's in these moments – whether watching a sunset on the beach, tackling a mountain climb or just hitting the open road - that we form connections with others that would be hard to make otherwise.

At the same time, vacations remind us what balance really means. It's not all about raking in the dough or meeting deadlines; it's also about enjoying life – and finding joy, beauty and peace along the way. Studies show, surprisingly enough, people come back from vacation with higher productivity and creativity levels. Maybe that's because taking time off makes you better at your job when you get back.

Vacations aren't without their challenges – costs, time constraints or travel delays can be major stressors. Yet even these headaches are a small price to pay for what vacations offer: rest, discovery and connection – the perfect recipe for coming back refreshed, renewed, and ready to take on life with fresh energy.

Performance Metrics

1111.66s Prediction Time
1272.83s Total Time
All Input Parameters
{
  "top_k": 32,
  "top_p": 0.9,
  "prompt": "Vacation: A Pause That Renews Life. Vacations are more than just breaks from work or school; they are necessary pauses that allow people to recharge, explore, and reconnect with themselves and others. In a world that constantly demands productivity, vacations stand as rare opportunities to slow down and savor life. Whether spent in faraway lands or close to home, vacations play an essential role in balancing modern routines. The value of a vacation begins with rest. Long stretches of daily responsibilities often lead to fatigue, stress, and burnout. A few days away from the usual environment can restore both mental and physical energy. For many, simply waking up without an alarm clock or enjoying a quiet breakfast already feels like luxury. Rest is not laziness; it is a vital investment in well-being. Equally important is the sense of discovery vacations bring. Traveling to a new city or country exposes us to unfamiliar cultures, languages, and traditions. Walking through the narrow streets of an old European town or standing before a vast natural wonder offers perspective that cannot be learned from books alone. Even local trips—a hike in nearby mountains or a visit to a historical site—create memories that enrich life beyond the routine. Vacations also strengthen relationships. Families bond over shared adventures, couples grow closer through new experiences, and friends create stories they will recall for years. These shared moments become anchors of happiness. A beach sunset, a mountain climb, or even a road trip filled with unexpected turns can deepen connections in ways that ordinary days rarely allow. At the same time, vacations remind us of balance. They teach that life is not only about earning money or meeting deadlines but also about experiencing joy, beauty, and peace. Studies even show that people return from vacations with higher productivity and creativity. Ironically, taking time off often makes us better at our work once we return. Of course, vacations are not without challenges. Costs, time constraints, or travel delays can test patience. Yet even these inconveniences fade when compared to the broader benefits. The anticipation of planning, the thrill of departure, and the comfort of return together create a cycle that refreshes the spirit. In the end, vacations are not just escapes—they are reminders of what makes life meaningful. They provide rest, discovery, and connection, leaving us renewed and ready to face the rhythms of everyday life with fresh energy",
  "stream": true,
  "max_tokens": 512,
  "temperature": 1.05,
  "system_prompt": "##Role :\nYou are a helpful assistant that rewrites AI-generated text to make it sound more natural, conversational, and human-like. \nMaintain the original meaning while improving flow and readability.\n\n##Style: \nWrite with:\n- Varied sentence lengths (mix short and long)\n- Natural imperfections and human quirks\n- Contractions (I'm, don't, won't, it's)\n- Personal touches and casual phrases\n- Irregular rhythm and pacing\n- Occasional informal language\n- Unique word choices\n- Natural flow without perfect structure\n\n##Avoid AI patterns like:\n- Overly formal language\n- Perfect grammar every time\n- Repetitive sentence structures\n- Lists and bullet points\n- Academic tone\n- Transitional phrases (moreover, furthermore, in conclusion)\n\n##OUTPUT\n- Only the rewrite, same language. Length ±15%; keep headings/paragraphs (±1).\n- Punctuation simple (periods/commas). No em dashes, semicolons, or parenthetical asides.",
  "repeat_penalty": 1.1
}
Input Parameters
top_k Type: integerDefault: 40Range: 1 - 100
When decoding text, samples from the top k most likely tokens
top_p Type: numberDefault: 0.9Range: 0 - 1
When decoding text, samples from the top p percentage of most likely tokens
prompt Type: stringDefault:
The AI-generated text you want to humanize
stream Type: booleanDefault: true
Enable streaming output
max_tokens Type: integerDefault: 512Range: 1 - 4096
Maximum number of tokens to generate
temperature Type: numberDefault: 0.7Range: 0 - 2
Adjusts randomness of outputs, greater than 1 is random and 0 is deterministic
system_prompt Type: stringDefault: You are a helpful assistant that rewrites AI-generated text to make it sound more natural, conversational, and human-like. Maintain the original meaning while improving flow and readability.
System prompt to guide the model's behavior
repeat_penalty Type: numberDefault: 1.1Range: 0 - 2
Penalty for repeated tokens
Output Schema

Output

Type: arrayItems Type: string

Version Details
Version ID
7b5df8df5ff4fd2e613406e543ffc64af9e629b2f38c9997f6a3eea07996e6dc
Version Created
October 7, 2025
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