Update README.md

README.md

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 ---
 license: cc-by-4.0
+inference: false
+tags:
+- gguf
+- mistral
+- roleplay
 ---
+This repository hosts GGUF-IQ-Imatrix quants for [ResplendentAI/Persephone_7B](https://huggingface.co/ResplendentAI/Persephone_7B).
+
+*The return of a cult classic.*
+
+Quants:
+```python
+    quantization_options = [
+        "Q4_K_M", "Q4_K_S", "IQ4_XS", "Q5_K_M", "Q5_K_S",
+        "Q6_K", "Q8_0", "IQ3_M", "IQ3_S", "IQ3_XXS"
+    ]
+```
+
+**What does "Imatrix" mean?**
+
+It stands for **Importance Matrix**, a technique used to improve the quality of quantized models.
+The **Imatrix** is calculated based on calibration data, and it helps determine the importance of different model activations during the quantization process.
+The idea is to preserve the most important information during quantization, which can help reduce the loss of model performance, especially when the calibration data is diverse.
+[[1]](https://github.com/ggerganov/llama.cpp/discussions/5006) [[2]](https://github.com/ggerganov/llama.cpp/discussions/5263#discussioncomment-8395384)
+
+For imatrix data generation, kalomaze's `groups_merged.txt` with added roleplay chats was used, you can find it [here](https://huggingface.co/Lewdiculous/Datura_7B-GGUF-Imatrix/blob/main/imatrix-with-rp-format-data.txt). This was just to add a bit more diversity to the data.
+
+**Steps:**
+
+```
+Base⇢ GGUF(F16)⇢ Imatrix-Data(F16)⇢ GGUF(Imatrix-Quants)
+```
+*Using the latest llama.cpp at the time.*
+
+# Original model information:
+
+Officially rebranding Thespis to **TheSpice**. Why? Cause its a cooler, simpler name. 
+I've focused on making the model more flexible and provide a more unique experience. 
+I'm still working on cleaning up my dataset, but I've shrunken it down a lot to focus on a "less is more" approach.
+This is ultimate a return to form of the way I used to train Thespis, with more of a focus on a small hand edited dataset.
+
+
+## Datasets Used
+
+* Dolphin
+* Ultrachat
+* Capybara
+* Augmental
+* ToxicQA
+* Yahoo Answers
+* Airoboros 3.1
+
+## Features
+
+Narration
+
+If you request information on objects or characters in the scene, the model will narrate it to you. Most of the time, without moving the story forward.
+
+# You can look at anything mostly as long as you end it with "What do I see?"
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/64dd7cda3d6b954bf7cdd922/VREY8QHtH6fCL0fCp8AAC.png)
+
+# You can also request to know what a character is thinking or planning.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/64dd7cda3d6b954bf7cdd922/U3RTAgbaB2m1ygfZGJ-SM.png)
+
+# You can ask for a quick summary on the character as well.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/64dd7cda3d6b954bf7cdd922/uXFd6GhnXS8w_egUEfcAp.png)
+
+# Before continuing the conversation as normal.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/64dd7cda3d6b954bf7cdd922/dYTQUdCshUDtp_BJ20tHy.png)
+
+## Prompt Format: Chat ( The default Ooba template and Silly Tavern Template )
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/64dd7cda3d6b954bf7cdd922/59vi4VWP2d0bCbsW2eU8h.png)
+
+If you're using Ooba in verbose mode as a server, you can check if you're console is logging something that looks like this. 
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/64dd7cda3d6b954bf7cdd922/mB3wZqtwN8B45nR7W1fgR.png)
+
+```
+{System Prompt}
+
+Username: {Input}
+BotName: {Response}
+Username: {Input}
+BotName: {Response}
+
+```
+## Presets
+
+All screenshots above were taken with the below SillyTavern Preset.
+## Recommended Silly Tavern Preset -> (Temp: 1.25, MinP: 0.1, RepPen: 1.05)
+This is a roughly equivalent Kobold Horde Preset.
+## Recommended Kobold Horde Preset -> MinP
+
+
+# Disclaimer
+
+Please prompt responsibly and take anything outputted by any Language Model with a huge grain of salt. Thanks!