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---
license: apache-2.0
tags:
- mistral
- Uncensored
- text-generation-inference
- transformers
- unsloth
- trl
- roleplay
- conversational
- rp
datasets:
- N-Bot-Int/Iris-Uncensored-R2
- N-Bot-Int/Millie-R1_DPO
- N-Bot-Int/Millia-R1_DPO
language:
- en
base_model:
- unsloth/mistral-7b-instruct-v0.3-bnb-4bit
pipeline_tag: text-generation
library_name: transformers
metrics:
- character
---
# Official Quants are Uploaded By Us
- [MistThena7BV2-GGUF](https://huggingface.co/N-Bot-Int/MistThena7BV2-GGUF)
# Support us on Ko-Fi!
- [](https://ko-fi.com/J3J61D8NHV)
# MistThena7B - V2.
- Introducing our Mindboggling MistThena7B **V2**, This Version Offer an Upgraded RP experience, beyond Other AI model
We've made, Outcompetting our 3B, 1B, MythoMax, Deepseek and Hermes for Roleplaying!
- **MistThena7B-V2** Offer an expanded Roleplay capabilities, using our EmojiEmulsifyer Program to Train MistThena7B
To Use Emojis, expanding the Roleplaying Immersiveness and Actionsets MistThena7B can do!
- Activate MistThena's Expanded Actions, by mirroring it(ie using Emoji on your own prompts), to ensure MistThena's
Use of Emoji or Actions!
- MistThena7B-V2 is also trained on 160K Examples from our Latest Corpus **IRIS_UNCENSORED_R2**!, This shows that
Iris_Uncensored_R2 shows huge potential to produce good outputs, and reveals MistThena7B's Good Roleplaying capabilities,
Which were obtained through High and rigorous training, combined with Preventive measure to overfitting
- MistThena7B contains more Fine-tuned Dataset so please Report any issues found through our email
[nexus.networkinteractives@gmail.com](mailto:nexus.networkinteractives@gmail.com)
about any overfitting, or improvements for the future Model **V3**,
Once again feel free to Modify the LORA to your likings, However please consider Adding this Page
for credits and if you'll increase its **Dataset**, then please handle it with care and ethical considerations
- MistThena is
- **Developed by:** N-Bot-Int
- **License:** apache-2.0
- **Finetuned from model:** unsloth/mistral-7b-instruct-v0.3-bnb-4bit
- **Sequential Trained from Model:** N-Bot-Int/OpenElla3-Llama3.2A
- **Dataset Combined Using:** Mosher-R1(Propietary Software)
- Comparison Metric Score
- Metrics Made By **ItsMeDevRoland**
Which compares:
- **MistThena7B-V1**
- **MistThena7B-V2 : 60 STEP VERSION**
Which are All Ranked with the Same Prompt, Same Temperature, Same Hardware(Google Colab),
To Properly Showcase the differences and strength of the Models
---
# 🌀 MistThema-7B V2: Slower Beats, Stronger Bonds — A Roleplay Revival
> "She may not win the speed race, but when it comes to presence and performance — she owns the stage."
---
# MistThema-7B V2 isn’t just an upgrade — she’s a reinvention. Built on V1’s storytelling roots, V2 shifts her focus inward:
- **longer scenes, deeper characters, and dialogue that breathes.**
- 💬 **Roleplay Evaluation**
- ✍️ **Length Score**: 0.34 → **1.00** (🚀)
- 🧠 **Character Consistency**: 0.20 → **0.53**
- 🌌 **Immersion**: 0.00 → **0.47**
- 🎭 **Overall RP Score**: 0.17 → **0.67**
> She no longer just responds — she *inhabits*. MistThema-7B V2 is the method actor of models, channeling roles with vivid coherence and creative depth.
---
# ⚙️ The Cost of Craft: Time for Thought
- 🕒 **Inference Time**: 114s → **179s** (↑)
- ⚡ **Tokens/sec**: 1.51 → **1.28** (↓)
> Yes, she’s slower — but that’s not a bug. That’s intention. Every word is more considered, every output more deliberate.
---
# 📏 Traditional Metrics? A Trade-off
- 📘 **BLEU Score**: 0.43 → **0.18**
- 📕 **ROUGE-L**: 0.60 → **0.32**
> While V1 outperforms on surface-level matching, V2 is optimized for *experiential fidelity*, not rigid overlap.
---
# 🎯 Reimagined for Realness
MistThema-7B V2 isn’t trying to mimic — she’s trying to *immerse*. Designed to tell stories, embody roles, and hold character in long-form exchanges.
- 🧩 Tailored for:
- Narrative-heavy use cases
- Emotional continuity and consistency
- Richer, longer interactions
---
> “MistThema-7B V2 trades benchmarks for believability. Less about matching — more about meaning. Less polished — more *present*.”
# MistThema-7B V2 is where slower feels *stronger*.
---
- # Notice
- **For a Good Experience, Please use**
- 
- {FOR KOBOLDCPP USERS, PLEASE USE COHERENT CREATIVITY LEGACY}
- TL:DR I'm still looking for ways to improve a good settings, if you have any good settings, feel free to put them
in the community! i'll credit ya out!
- # Detail card:
- Parameter
- 7 Billion Parameters
- (Please visit your GPU Vendor if you can Run 7B models)
- Training
- 250 Steps
- N-Bot-Int/Iris_Uncensored_R2
- 60 Steps
- N-Bot-Int/Millie_DPO
- Finetuning tool:
- Unsloth AI
- This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
- Fine-tuned Using:
- Google Colab |