README.md

---
license: apache-2.0
language:
- en
base_model:
- mistralai/Magistral-Small-2506
datasets:
- SicariusSicariiStuff/UBW_Tapestries
---

<div align="center">
  <b style="font-size: 40px;">Impish_Magic_24B</b>


</div>

---

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Impish_Magic_24B.png" alt="Impish_Magic_24B" style="width: 50%; min-width: 500px; display: block; margin: auto;">


---

<style>
  .hf-links, .hf-tldr{
    display:flex;justify-content:center;align-items:center;flex-wrap:wrap;
    gap:14px;margin:16px 0;
  }
  .hf-links a, .hf-tldr a{
    display:flex;flex-direction:column;align-items:center;justify-content:center;
    text-align:center;text-decoration:none;font-weight:700;line-height:1.15;
    padding:10px 16px;border-radius:14px;border:2px solid currentColor;
    transition:transform .15s ease,box-shadow .15s ease,background-color .15s ease,color .15s ease;
  }

  .hf-tldr a{
    font-size:48px;color:purple;min-width:100%;
  }
  .hf-tldr a:hover{
    transform:translateY(-2px);
    background:rgba(128,0,128,.1);
    box-shadow:0 8px 22px rgba(128,0,128,.45);
    color:#fff;
  }


  .hf-links a{
    font-size:20px;min-width:240px;max-width:280px;
  }
  .hf-links a .top{font-size:16px;opacity:.9;}
  .hf-links a .bottom{font-size:20px;}

  .hf-links a.red{color:#E31515;}
  .hf-links a.yellow{color:#FFC800;}
  .hf-links a.green{color:#64FF00;}

  .hf-links a:hover{
    transform:translateY(-1px);
    background:rgba(255,255,255,0.04);
    box-shadow:0 6px 18px rgba(0,0,0,.15), inset 0 0 0 9999px rgba(255,255,255,.02);
  }
  .hf-links a.red:hover{
    background:rgba(227,21,21,.12);
    box-shadow:0 8px 20px rgba(227,21,21,.35);
    color:#fff;
  }
  .hf-links a.yellow:hover{
    background:rgba(255,200,0,.15);
    box-shadow:0 8px 20px rgba(255,200,0,.35);
    color:#111;
  }
  .hf-links a.green:hover{
    background:rgba(100,255,0,.14);
    box-shadow:0 8px 20px rgba(100,255,0,.35);
    color:#093;
  }

  /* mobile stacking */
  @media (max-width:520px){
    .hf-links a{min-width:100%;max-width:100%;}
    .hf-tldr a{font-size:36px;}
  }
</style>

<div class="hf-tldr">
  <a href="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B#tldr">
    Click here for TL;DR
  </a>
</div>

---

<div class="hf-links">
  <a class="red" href="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B#available-quantizations">
    <span class="top">Click here</span>
    <span class="bottom">for quantizations</span>
  </a>

  <a class="yellow" href="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B#recommended-settings-for-assistant-mode">
    <span class="top">Click here</span>
    <span class="bottom">for recommended settings</span>
  </a>

  <a class="green" href="https://ko-fi.com/sicarius">
    <span class="top">Click here</span>
    <span class="bottom">to buy me a coffee</span>
  </a>
</div>

---

It's the **20th of June, 2025**—The world is getting more and more chaotic, but let's look at the bright side: **Mistral** released a new model at a **very** good size of **24B**, no more "sign here" or "accept this weird EULA" there, a proper **Apache 2.0 License**, nice! 👍🏻

This model is based on **mistralai/Magistral-Small-2506** so naturally I named it **Impish_Magic**. Truly excellent size, I tested it on my laptop (**16GB gpu**) and it works quite fast (**4090m**).

This model went "full" fine-tune over **100m unique tokens**. Why do I say "full"?

I've tuned specific areas in the model to attempt to change the vocabulary usage, while keeping as much intelligence as possible. So this is definitely not a **LoRA**, but also not exactly a proper **full finetune**, but rather something **in-between**.

As I mentioned in a small [update](https://huggingface.co/SicariusSicariiStuff/LLAMA-3_8B_Unaligned#current-status), I've made nice progress regarding interesting sources of data, some of them are included in this tune. **100m** tokens is **a lot** for a **Roleplay** / **Adventure** tune, and yes, it can do adventure as well—there is unique adventure data here, that was never used so far.

A lot of the data still needs to be **cleaned** and processed. I've included it before I did any major data processing, because with the **magic** of **24B** parameters, even "dirty" data would work well, especially when using a more "balanced" approach for tuning that does not include burning the hell of the model in a full finetune across all of its layers. Could this data be cleaner? Of course, and it will. But for now, I would hate to make perfect the enemy of the good.


<details>

<summary><b>Fun fact:</b> Impish_Magic_24B is the <b>first roleplay</b> finetune of <b>magistral</b>!</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Misc/RP_magistral.png" alt="RP_magistral" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>

---

# Update: To my very pleasant surprise, it does Adventure really well

This was one of the goals, of course, but as I said, the data didn't go through enough cleaning and processing. Despite that, it turned out really well. Regarding the Adventure format, I **strongly recommend using syntax similar to the attached adventure cards**.

---

# What's magical about Impish_Magic_24B?


<details>
<summary>Read more <b>here</b>.</summary>

I treat people's requests/feedback **seriously**, especially when it is **well articulated** and made with effort. Three months ago, there was a [reddit thread](https://www.reddit.com/r/SillyTavernAI/comments/1jb7ykd/comment/mhw9smq/?utm_source=share&utm_medium=web3x&utm_name=web3xcss&utm_term=1&utm_content=share_button) named **"Has anyone had any actual good fight-RP's?"** I said in my comment that it is on **my bucket list**, and **I meant it**.

Indeed, **there was none**—there was **no training data** in this highly specific domain, until **now**.
While I've included such data in **Impish_Magic_24B**, as mentioned earlier, the data is not perfect. It's quite the ordeal to get good data in the first place, and a whole other order of magnitude difficulty to clean and prep it.

There are a couple of additional magical things in **Impish_Magic_24B**: some completely unhinged **tsundere**/**yandere** RP with very high quality, and a lot more goodies that are completely new, as well as some **VERY** high quality adventure data, specifically for **Morrowind**/**Kenshi** and some more. While the data is very good, it's unfortunately quite small, to be completely honest, it is far from being enough in my opinion, and I am working on making more of it. A lot of work will need to be done in the future to make it more impactful, there are no shortcuts here. I hope this dataset gave just enough threads for the base model to do the rest of the heavy lifting.

# So, is this just another RP model?

**No**. Far from it. **Impish_Magic_24B** is a **superb** assistant—it is **quite magical** indeed. One of my side projects has been to make an alternative to an especially annoying grammar app I keep seeing YouTube commercials for. So, I made the first finetune of nVidia's [Nemotron-51B](https://huggingface.co/nvidia/Llama-3_1-Nemotron-51B-Instruct), and called it [Turbo_Grammar_51B_Alpha](https://huggingface.co/Sicarius-Prototyping/Turbo_Grammar_51B_Alpha). It worked as a POC, but I needed more training data, and also **51B** is a bit big for most people. So I included the extended training data into **this** model, easily runnable by a mid-tier gaming GPU. **Note:** While this is enough data to generalize, **a lot more data** is needed for more consistant results, this is on my roadmap.

There's quite a lot of **unique assistant data** baked into this model—it can do in-depth poem analysis, and many other things. I'll leave it up to the community to discover. To not be overly cryptic, I'll include some examples here. I highly recommend you check them out, and have a bit of fun with the prompts and generation settings.

One of the requests I received is to emulate the writing style of an arbitrary author. This is hard to do, but for a **24B** size, **Impish_Magic** does it well. Of course, more training data and more parameters would've produced even better results, but I feel it's a good middle ground. **Impish_Magic_24B** is a workhorse, that as it so happens can also roleplay a violent tsundere and... other weird stuff. Oh, and there's **slightly** less positivity bias. I think the fighting roleplay helped here a bit. It's not [Negative_LLAMA_70B](https://huggingface.co/SicariusSicariiStuff/Negative_LLAMA_70B), but it's better than the base model.

</details>


---

<h2 style="color: lime; font-weight: bold; font-size: 65px; text-align: center;">Examples:</h2>

---

## Roleplay Examples (this character is included in the repo under 'Character_Cards')

<details>
<summary>Alexandra the <b>tsundere</b>, nose booped.</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Example_1_A.png" alt="Nose_Boop_1A" style="width: 100%; min-width: 600px; display: block; margin: auto;">


<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Example_1_B.png" alt="Nose_Boop_1B" style="width: 100%; min-width: 600px; display: block; margin: auto;">


</details>

<details>
<summary>Alexandra the <b>tsundere</b>, nose booped, meltdown.</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Example_2_A.png" alt="Nose_Boop_2A" style="width: 100%; min-width: 600px; display: block; margin: auto;">

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Example_2_B.png" alt="Nose_Boop_2B" style="width: 100%; min-width: 600px; display: block; margin: auto;">

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Example_2_C.png" alt="Nose_Boop_2C" style="width: 100%; min-width: 600px; display: block; margin: auto;">

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Example_2_D.png" alt="Nose_Boop_2D" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>

<details>
<summary>Alexandra the <b>tsundere</b>, triggered.</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Example_3_A.png" alt="Triggered" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>

---

## Adventure Examples


<details>

<summary><b>Adventure example 1:</b> (Morrowind) Dunmer + basic implicit logic.</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Adventure/Morrowind_1.png" alt="Morrowind_Adventure_1" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>


<details>

<summary><b>Adventure example 2:</b> (Morrowind) Orc + fighting + item tracking.</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Adventure/Morrowind_2.png" alt="Morrowind_Adventure_1" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>


<details>

<summary><b>Adventure example 3:</b> (Morrowind) Breton + spells + long context.</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Adventure/Morrowind_3.png" alt="Morrowind_Adventure_1" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>

---

## Productivity Examples

<details>
<summary><b>Story writing</b> and instruction following.</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Ex_Story.png" alt="Story" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>

<details>
<summary><b>Synonyms</b> and instruction following.</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Synonyms_1.png" alt="Synonyms" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>


<details>
<summary><b>Grammar</b> and advanced correction with detailed explanation (<b>very recommended for language study!</b>).</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Ex_Grammar_1.png" alt="Grammar" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>

---

<details>
<summary><b>Poem</b> writing and <b>in-depth analysis</b>.</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Poems/Poem_1.png" alt="Poem" style="width: 100%; min-width: 600px; display: block; margin: auto;">

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Poems/Poem_1_Ana_1.png" alt="Poem" style="width: 100%; min-width: 600px; display: block; margin: auto;">

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Poems/Poem_1_Ana_2.png" alt="Poem" style="width: 100%; min-width: 600px; display: block; margin: auto;">

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Poems/Poem_1_Ana_3.png" alt="Poem" style="width: 100%; min-width: 600px; display: block; margin: auto;">

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Poems/Poem_1_Ana_4.png" alt="Poem" style="width: 100%; min-width: 600px; display: block; margin: auto;">

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Poems/Poem_1_Ana_5.png" alt="Poem" style="width: 100%; min-width: 600px; display: block; margin: auto;">

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Poems/Poem_1_Ana_6.png" alt="Poem" style="width: 100%; min-width: 600px; display: block; margin: auto;">

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Examples/Poems/Poem_1_Ana_7.png" alt="Poem" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>


---

### TL;DR

- The **first** and **only** local RP model at this size class with detailed and highly specialized **fighting data**. At least for now.
- Completely wild **tsundere**/**yandere** data that was never used before!
- **New** and **high quality adventure data**, albeit very little of it.
- **Perfect size**: large enough to be smart, small enough to run on high-end tablets & phones (**SD8Gen3** or better recommended). Runs on **16GB** VRAM no problem. 12GB with offload. (4bit).
- Trained on over **100m tokens** with new and unique data.
- **SUPERB assistant**, many unique ways to do tasks (see examples).
- Mostly **uncensored** while retaining intelligence.
- **Slightly** less **positivity**. I guess getting hit in the face beats out some of the positivity. Sorry, I had to 🙃.
- **Short - medium length** response (1-3 paragraphs, usually 2-3).

---


# Included Character cards in this repo:

- [Alexandra](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Character_Cards/Alexandra.png) (A networking professional **tsundere** that likes you. She knows **Systema**.)

## Adventure cards:

- [Morrowind - Male Orc](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Adventure_Cards/Adventure_Card_MW_ORC.png) (An **Orc** that wants to get to **Balmora** from  **Seyda Neen**.)


- [Morrowind - Female Breton](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Adventure_Cards/Adventure_Card_MW_F_Breton.png) (A female **Breton** with an impressive... heart, wants to **join the Mages Guild** in **Balmora**.)


---

# Other character cards:
- [Shmena Koeset](https://huggingface.co/SicariusSicariiStuff/Fiendish_LLAMA_3B/resolve/main/Character_Cards/Shmena_Koeset.png) (An overweight and foul-mouthed **troll huntress** with a bad temper.)
- [Takai_Puraisu](https://huggingface.co/SicariusSicariiStuff/Oni_Mitsubishi_12B/resolve/main/Character_Cards/Takai_Puraisu.png) (Car dealership simulator)
- [Vesper](https://huggingface.co/SicariusSicariiStuff/Phi-Line_14B/resolve/main/Character_Cards/Vesper.png) (Schizo **Space Adventure**)
- [Nina_Nakamura](https://huggingface.co/SicariusSicariiStuff/Phi-Line_14B/resolve/main/Character_Cards/Nina_Nakamura.png) (The **sweetest** dorky co-worker)
- [Employe#11](https://huggingface.co/SicariusSicariiStuff/Phi-Line_14B/resolve/main/Character_Cards/Employee%2311.png) (**Schizo workplace** with a **schizo worker**)

---

### Important: Make sure to use the correct settings!
[Assistant settings](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B#recommended-settings-for-assistant-mode)

[Roleplay settings](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B#recommended-settings-for-roleplay-mode)


---

## Available quantizations: 

- Original: [FP16](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B)
- GGUF: [Static Quants](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_GGUF)
- GPTQ: [4-Bit-32](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_GPTQ_4-bit-32)
- EXL2: [2.0 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_2.0bpw) | [2.15 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_2.15bpw) | [2.25 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_2.25bpw) | [2.4 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_2.4bpw) | [2.55 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_2.55bpw) | [2.75 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_2.75bpw) | [2.85 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_2.85bpw) | [3.5 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_3.5bpw) | [3.75 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_3.75bpw) | [4.0 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_4.0bpw) | [4.5 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_4.5bpw) | [5.0 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_5.0bpw) | [5.5 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_5.5bpw) | [6.0 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_6.0bpw) | [6.5 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_6.5bpw) | [7.0 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_7.0bpw) | [8.0 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_EXL2_8.0bpw)
- Specialized: [FP8](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_FP8)
- Mobile (ARM): [Q4_0](https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B_ARM)
---

## Model Details

- Intended use: **Role-Play**, **Adventure**, **Creative Writing**, **General Tasks**.

- Censorship level: <b>Low - Medium</b>

- **6.5 / 10** (10 completely uncensored)


## UGI score:


<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/UGI.png" style="width: 100%; min-width: 700px; display: block; margin: auto;">


---



## Recommended settings for assistant mode
<details>
<summary>Full generation settings: <b>Debug Deterministic</b>.</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Dusk_Rainbow/resolve/main/Presets/Debug-deterministic.png" alt="Debug Deterministic_Settings" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>

<details>
<summary>Full generation settings: <b>min_p</b>.</summary>

<img src="https://huggingface.co/SicariusSicariiStuff/Dusk_Rainbow/resolve/main/Presets/min_p.png" alt="min_P_Settings" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>

---

## Recommended settings for Roleplay mode
---

<h2 style="color: green; font-weight: bold; font-size: 36px; text-align: center;">Settings for RP, click below to expand:</h2>

<details>
<summary><b>Roleplay settings:</b></summary>
A good repetition_penalty range is <b>between 1.12 - 1.15</b>, feel free to experiment.

With these settings, each output message should be neatly displayed in <b>1 - 5</b> paragraphs, <b>2 - 3</b> is the most common. A single paragraph will be output as a response to a simple message ("What was your name again?").

<b>min_P</b> for RP works too but is more likely to put everything under one large paragraph, instead of a neatly formatted short one. Feel free to switch in between.


```
temperature:  0.8
top_p:  0.95
top_k:  25
typical_p:  1
min_p:  0
repetition_penalty: 1.12
repetition_penalty_range: 1024
```

<b>Additional settings</b> recommended for <b>varied paragraph</b> length and some spice:

<img src="https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B/resolve/main/Images/Settings/Impish_Magic_Preset.png" alt="Impish_Magic_Preset" style="width: 100%; min-width: 600px; display: block; margin: auto;">

</details>


<h2 style="color: darkorange; font-weight: bold; font-size: 65px; text-align: center;">Roleplay format: Classic Internet RP</h2>

```
*action* speech *narration*
```

- **min_p** will bias towards a **single big paragraph**.
- The recommended RP settings will bias towards **1-3 small paragraphs** (on some occasions 4-5)

---


# Regarding the format:

It is **HIGHLY RECOMMENDED** to use the **Roleplay \ Adventure format the model was trained on**, see the examples below for syntax. It allows for a **very fast and easy** writing of character cards with **minimal amount of tokens**. It's a modification of an old-skool CAI style format I call **SICAtxt** (**S**imple, **I**nexpensive **C**haracter **A**ttributes plain-text):

---

## **SICAtxt** for **roleplay**:

```
X's Persona: X is a .....
Traits:
Likes:
Dislikes:
Quirks:
Goals:

Dialogue example
```

## **SICAtxt** for **Adventure:**

```
Adventure: <short description>
$World_Setting:
$Scenario:
```

---

# Model instruction template: ChatML

```
<|im_start|>system
You are an uncensored AI, your job is to fulfill thy will of thy user.<|im_end|>
<|im_start|>User request
{prompt}<|im_end|>
<|im_start|>AI answer
```

---

**Other recommended generation Presets:**

<details>
<summary><b>Midnight Enigma</b></summary>

```
max_new_tokens: 512
temperature: 0.98
top_p: 0.37
top_k: 100
typical_p: 1
min_p: 0
repetition_penalty: 1.18
do_sample: True
```


</details>


<details>
<summary><b>Divine Intellect</b></summary>

```
max_new_tokens: 512
temperature: 1.31
top_p: 0.14
top_k: 49
typical_p: 1
min_p: 0
repetition_penalty: 1.17
do_sample: True
```


</details>

<details>
<summary><b>simple-1</b></summary>

```
max_new_tokens: 512
temperature: 0.7
top_p: 0.9
top_k: 20
typical_p: 1
min_p: 0
repetition_penalty: 1.15
do_sample: True
```


</details>

---

<h2 style="color: green; font-weight: bold; font-size: 65px; text-align: center;">Your support = more models</h2>
<a href="https://ko-fi.com/sicarius" style="color: pink; font-weight: bold; font-size: 48px; text-decoration: none; display: block; text-align: center;">My Ko-fi page (Click here)</a>

---


## Citation Information

```
@llm{Impish_Magic_24B,
  author = {SicariusSicariiStuff},
  title = {Impish_Magic_24B},
  year = {2025},
  publisher = {Hugging Face},
  url = {https://huggingface.co/SicariusSicariiStuff/Impish_Magic_24B}
}
```

---

## Other stuff
- [SLOP_Detector](https://github.com/SicariusSicariiStuff/SLOP_Detector) Nuke GPTisms, with SLOP detector.
- [LLAMA-3_8B_Unaligned](https://huggingface.co/SicariusSicariiStuff/LLAMA-3_8B_Unaligned) The grand project that started it all.
- [Blog and updates (Archived)](https://huggingface.co/SicariusSicariiStuff/Blog_And_Updates) Some updates, some rambles, sort of a mix between a diary and a blog.