README.md

---
license: apache-2.0
language:
- en
---

<div align="center">
  <b style="font-size: 40px;">Impish_LLAMA_3B</b>


</div>


<img src="https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B/resolve/main/Images/Impish_LLAMA_3B.png" alt="Dusk Impish_LLAMA_3B" style="width: 70%; min-width: 500px; display: block; margin: auto;">


"With that naughty impish grin of hers, so damn sly it could have ensnared the devil himself, and that impish glare in her eyes, sharper than of a succubus fang, she chuckled impishly with such mischief that even the moon might’ve blushed. I needed no witch's hex to divine her nature—she was, without a doubt, a naughty little imp indeed."


### Reviews:

<details>
<summary><b>Review_1</b></summary>

  
  <img src="https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B/resolve/main/Images/1st_review.png" alt="Review_1" style="width: 100%; min-width: 700px; display: block; margin: left;">

</details>

<details>
<summary><b>Review_2</b></summary>

  
  <img src="https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B/resolve/main/Images/2nd_review.png" alt="Review_1" style="width: 100%; min-width: 700px; display: block; margin: left;">

</details>


# Model Details

- Intended use: **Role-Play**, General tasks.

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

- 5.5 / 10 (10 completely uncensored)



- UGI score: 



  <img src="https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B/resolve/main/Images/Impish_LLAMA_3B_UGI.png" alt="UGI Score" style="width: 70%; min-width: 500px; display: block; margin: auto;">


"I want some legit RP models of LLAMA 3.2 3B, we got phones!"
  
  "So make one."
  
  "K."
  
  
  This model was trained on ~25M tokens, in **3 phases**, the first and longest phase was an FFT to teach the model new stuff, and to confuse the shit out of it too, so it would be **a little bit less inclined to use GPTisms**.
  
  It worked pretty well. In fact, the model was so damn thoroughly confused, that the little devil didn't even make any sense, but the knowledge was there.
  
  In the next phase, a DEEP QLORA of **R = 512** was used on a new dataset, to... unconfuse it. A completely different dataset was used to avoid overfitting.
  
  Finally, another somewhat deep QLORA of **R = 128** was used to tie it all together in a coherent way, and connect all the dots, and this was also with a different dataset as well.
  
  The results are **sometimes** surprisingly good, it even managed to fool some people into thinking it's a MUCH larger model, and sometimes... sometimes it behaves just like you would expect a 3B model to...
  
  Fun fact: the model was uploaded while there were 200 ICBMs headed my way, just flying there in the sky.
  
  I lived, so expect more models in the future!

## Impish_LLAMA_3B is available at the following quantizations:

- Original: [FP16](https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B)
- GGUF: [Static Quants](https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B_GGUF) | [iMatrix_GGUF](https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B_iMatrix)
- EXL2: [4.0 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B-EXL2-4.0bpw) | [5.0 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B-EXL2-5.0bpw) | [6.0 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B-EXL2-6.0bpw) | [7.0 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B-EXL2-7.0bpw) | [8.0 bpw](https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B-EXL2-8.0bpw)
- Specialized: [FP8](https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B_FP8)
- Mobile (ARM): [Q4_0_X_X](https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B_ARM)






# Model instruction template: Llama-3-Instruct

```
<|begin_of_text|><|start_header_id|>system<|end_header_id|>

{system_prompt}<|eot_id|><|start_header_id|>user<|end_header_id|>

{input}<|eot_id|><|start_header_id|>assistant<|end_header_id|>

{output}<|eot_id|>
```

**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>min_p</b></summary>
  max_new_tokens: 512

  temperature: 1
  
  top_p: 1
  
  top_k: 0
  
  typical_p: 1
  
  min_p: 0.05
  
  repetition_penalty: 1
  
  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>



### Support
<img src="https://i.imgur.com/0lHHN95.png" alt="GPUs too expensive" style="width: 10%; min-width: 100px; display: block; margin: left;">

- [My Ko-fi page](https://ko-fi.com/sicarius) ALL donations will go for research resources and compute, every bit is appreciated 🙏🏻

## Other stuff
- [Blog and updates](https://huggingface.co/SicariusSicariiStuff/Blog_And_Updates) Some updates, some rambles, sort of a mix between a diary and a blog.
- [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.