Update README.md

README.md

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 ---
-base_model: unsloth/llama-3.2-3b-instruct-unsloth-bnb-4bit
+license: mit
 tags:
+- unsloth
+- Uncensored
 - text-generation-inference
 - transformers
 - unsloth
 - llama
 - trl
-license: apache-2.0
+datasets:
+- openerotica/mixed-rp
+- kingbri/PIPPA-shareGPT
+- flammenai/character-roleplay-DPO
 language:
 - en
+base_model:
+- N-Bot-Int/OpenRP3B-Llama3.2
+new_version: N-Bot-Int/OpenElla3-Llama3.2B
+pipeline_tag: text-generation
+library_name: peft
 ---
+<a href="https://ibb.co/GvDjFcVp"><img src="https://i.ibb.co/pvTpnJ3w/image.webp" alt="image" border="0"></a>
+
+# Llama3.2 - OpenElla3B
+- OpenElla Model **B**, is a Llama3.2 **3B** Parameter Model,
+  That is fine-tuned for Roleplaying purposes, even if it only have a limited Parameters.
+  This is achieved through Series of Dataset Finetuning, using 3 Dataset with different
+  Weight, Aiming to Counter Llama3.2's Generalist Approach and focusing On Specializing with
+  Roleplaying and Acting.
+
+- OpenElla3A Excells in Outputting **RAW** and **UNCENSORED** Output And Acknowledges OpenElla3A's weakness 
+  for Following Prompt, Due to this, the model is re-finetuned, which **solves the issue with OpenElla3A's
+  Disobidience**, This allows the Model to Engage in Uncensored response and with appropriate responses, rivaling
+  its older models
+
+- OpenElla3B 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 **NSFW**, then please handle it with care and ethical considerations
+  
+- OpenElla3B is
+  - **Developed by:** N-Bot-Int
+  - **License:** apache-2.0
+  - **Parent Model from model:** unsloth/llama-3.2-3b-instruct-unsloth-bnb-4bit
+  - **Sequential Trained from Model:** N-Bot-Int/OpenElla3-Llama3.2A
+  - **Dataset Combined Using:** Mosher-R1(Propietary Software)
+
+- OpenElla3B Is **NOT YET RANKED WITH ANY METRICS**
+  - Feel free to support by Emailing me: <link src="mailto:nexus.networkinteractives@gmail.com">nexus.networkinteractives@gmail.com</link>
+
+- # 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/llama-3.2-3b-instruct-unsloth-bnb-4bit
+- # Detail card:
+  - Parameter
+    - 3 Billion Parameters
+    - (Please visit your GPU Vendor if you can Run 3B models)
 
-This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+  - Training
+    - 500 steps
+      - Mixed-RP Startup Dataset
+    - 200 steps
+      - PIPPA-ShareGPT for bypassing Llama's Censorship Model
+    - 150 steps(Re-fining)
+      - PIPPA-ShareGPT to further increase weight of uncensorsed prompt
+    - 500 steps(Lower LR)
+      - Character-roleplay-DO to further encourage the Model to respond appropriately with the RP scenario
 
-[<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 llama 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