Update README.md

README.md

@@ -1,22 +1,97 @@
 ---
-base_model: unsloth/mistral-7b-instruct-v0.3-bnb-4bit
+license: apache-2.0
 tags:
+- mistral
+- Uncensored
 - text-generation-inference
 - transformers
 - unsloth
-- mistral
 - trl
-license: apache-2.0
+- roleplay
+- conversational
+- rp
+datasets:
+- N-Bot-Int/Iris-Uncensored-R1
+- N-Bot-Int/Moshpit-Combined-R2-Uncensored
+- N-Bot-Int/Mushed-Dataset-Uncensored
+- N-Bot-Int/Muncher-R1-Uncensored
+- unalignment/toxic-dpo-v0.2
 language:
 - en
+base_model:
+- unsloth/mistral-7b-instruct-v0.3-bnb-4bit
+pipeline_tag: text-generation
+library_name: peft
+metrics:
+- character
 ---
+<a href="https://ibb.co/GvDjFcVp"><img src="https://raw.githubusercontent.com/Nexus-Network-Interactives/HuggingfacePage/refs/heads/main/MistThena7B.webp" alt="image" border="0"></a>
+
+# MistThena7B - A.
+- MistThena7B is our brand New AI boasting with An Even Bigger **7B** and Ditching **Llama3.2** for **Mistral** for **lightweight Finetuning**
+  And Fast Training and Output. MistThena7B is designed to Ditch its Outer-score and Prioritize Total Roleplaying, Trained with **5x More** Dataset
+  Compared to We used At **OpenElla3-Llama3.2B**, Making this New Model Even More Competitive **Against Hallucinations, and Even More Better
+  Textual Generations And Uncensored Output**
+
+- MistThena7B Model **A** Does not suffer the same Prompting issue with **OpenElla3-Llama3.2B**, however please use ChatML style Prompting For Better
+  Experience, And Remember to be aware of bias with the training dataset used, The **AI** model is Under **Apache 2.0** however
+  **WE ARE NOT RESPONSIBLE TO YOUR USAGE, PROMPT AND TYPE IN YOUR OWN ACCORDING/WILL**
+
+- MistThena7B Model **A** Outperforms OpenElla Family Model, However please keep in mind the Parameter Difference. It Outperforms Testing Benchmarks
+  In **Roleplaying and Engaging with RP or Generation of Prompts**, You are Free to release a Benchmark.
+
+- MistThena7B contains more Fine-tuned Dataset so please Report any issues found through our email
+  <link src="mailto:nexus.networkinteractives@gmail.com">nexus.networkinteractives@gmail.com</link>,
+  about any overfitting, or improvements for the future Model **C**,
+  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
+    ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6633a73004501e16e7896b86/194HxA6P0846242q7u_Y0.png)
+    - Metrics Made By **ItsMeDevRoland**
+      Which compares:
+       - **Deepseek R1 3B GGUF**
+       - **Dolphin 3B GGUF**
+       - **Hermes 3b Llama GGUFF**
+       - **OpenElla3-Llama3.2B GGUFF**
+      Which are All Ranked with the Same Prompt, Same Temperature, Same Hardware(Google Colab),
+      To Properly Showcase the differences and strength of the Models
+
+    - **THIS MODEL EXCELLS IN LONGER PROMPT AND STAYING IN CHARACTER BUT LAGS BEHIND DEEPSEEK-R1**
+ 
+  - # THERE ARE YET TO BE RELEASED METRIC SCORE FOR THIS MODEL, PLEASE REMAIN PATIENT WHILST **ItsMeDevRoland** Released an Updated Report
+      
+
+- # Notice
+  - **For a Good Experience, Please use**
+    - Low temperature 1.5, min_p = 0.1 and max_new_tokens = 128
 
-# Uploaded  model
 
-- **Developed by:** N-Bot-Int
-- **License:** apache-2.0
-- **Finetuned from model :** unsloth/mistral-7b-instruct-v0.3-bnb-4bit
+- # Detail card:
+  - Parameter
+    - 7 Billion Parameters
+    - (Please visit your GPU Vendor if you can Run 7B models)
 
-This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+  - Training
+    - 200 steps
+      - N-Bot-Int/Iris-Uncensored-R1
+    - 100
+      - N-Bot-Int/Iris-Uncensored-R1(Reinforcement Training)
+    - 100 steps
+      - M-Datasets
+    - 60 steps(DPO)
+      - Unalignment/Toxic-DPO
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+  - 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