---
base_model: DreamFast/qwen3-4b-heretic
tags:
- Uncensored
- text-generation-inference
- transformers
- unsloth
- qwen3
- trl
- roleplay
- conversational
license: agpl-3.0
pipeline_tag: text-generation
language:
- en
datasets:
- N-Bot-Int/Iris-Uncensored-Reformat-R2
library_name: transformers
---
# ElaNore3-4B - Is Now Released!
![image](https://cdn-uploads.huggingface.co/production/uploads/6633a73004501e16e7896b86/zSbeADIRxvkm3MzCmE_2m.png)
- IMAGE GENERATED USING CHATGPT!

# ElaNore3-4B, The Newest And BEST model WE HAVE MADE!
- Feast your Eyes on ElaNore3-4B, trained on Qwen3-4B(CREDIT TO DREAMFAST for the HERETIC Base)
- ElaNore3-4B, Is trained on Google Colab, with a goal of Making The **BEST** Smallest RP model
that can be Run on any hardware!
- ElaNore3 specializes in **Roleplaying** scenarios, with specialization on **ChatML** format!
  
*READ MORE FOR MORE INFO*
4 BILLIONS PARAMS MODEL

# ElaNore3-4B Model Procedure/Methodology:
- **ElaNore3-4B** is trained Using **DreamFast**'s Heretical Version of the Base Model(Qwen3-4B).
Dataset is prepared for ElaNore, with 6K Rows/Entry of Carefully Picked RP scenarios and Dataset From Iris-Uncensored-Reformat-R2,
Synthetically Made Dataset Entry(4k combined) from Hermes, and Human Roleplay Entries available here in Huggingface.
Forming The final Dataset Named: RP-MIXED-V2, which contains 60% Synthetic Dataset, 40% Human-Written Dataset all finetuned for RP in mind

- 4k synthetically made dataset contains the following:
    - Single Roleplay
    - MultiTurn Roleplay
    - Narration Roleplay

- 2k Human Dataset contains the following:
    - Human Written Roleplay
    - Small Salvaged Dataset from Iris Uncensored Reformat R2

- **ElaNore3-4B** is Trained using Unsloth, SFT with 3 Epochs with final Training loss of 1.4 using the RP-MIXED-V2 dataset,
Trained on **GOOGLE COLAB FREE TIER** T4 GPU which took half a day to train(Lucky Me)

- **ElaNore3-4B** is Our Brand New Powerful Model, If you ever encountered any issue, Want to commission us, or have any suggestions, please email us directly through
  [nexus.networkinteractives@gmail.com](mailto:nexus.networkinteractives@gmail.com)
  we value any reports, suggestions to how we improve future Model,
  Once again feel free to finetune the model to your likings, However please consider Adding this Page
  for **CREDITS**

- Please handle the AI with Care and ethical considerations, when **FINETUNING** this AI model, due to its **UNCENSORED** Nature.
- We are not responsible for what this model generates. Use it responsibly and legally. You downloaded it, you own what you do with it.

  
- **ElaNore3-4B** is
  - **Developed by:** N-Bot-Int
  - **License:** gpl 3.0

    **EQ Bench V2 score(LEGACY BUT V3 IS EXPENSIVE AS FUQ soooooooo)**
    ![my_model_eqbench_run_results-SHOWCASE](https://cdn-uploads.huggingface.co/production/uploads/6633a73004501e16e7896b86/B0VZ4dofVKQe599CEmKVv.png)
    - **Slightly lowered due to EQ Bench not using ChatML which dipped the AI Model's performance slightly!**
    - **METRIC SCORES ARE HIGHLY SUBJECTIVE, Feel free to use the model and judge them yourselves!**

- # Notice
  - **For a Good Experience, Please use**
    - (PLEASE CALIBRATE THE MODEL DEPENDING ON THE CHARACTER CARD YOU USE)
    - USE A SYSTEM PROMPT IF YOU NEED ACTIONS WRAPPED IN "*", Hermes does not use it nor human Roleplay on the dataset,
    hence the model obtained a bias to not use asterisk on actions, but use double-quotes on character's words
    - USE **CHATML**, the AI MODEL IS FINETUNED TO USE CHATML more than any other format!

- # Detail card:
  - Parameter
    - 4 Billion Parameters
    - (Please check your GPU Core, VRAM, CPU and RAM to see if you can comfortably run 4B models)

- Finetuning tool:
   - Unsloth AI
    - This qwen3 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 Free Tier