Update README.md

README.md

@@ -1,7 +1,8 @@
 ---
 library_name: peft
 license: apache-2.0
-base_model: unsloth/zephyr-sft-bnb-4bit
+base_model:
+- HuggingFaceH4/zephyr-7b-beta
 tags:
 - trl
 - sft
@@ -10,48 +11,51 @@ tags:
 model-index:
 - name: ZoraBetaA1
   results: []
+language:
+- en
 ---
-
-<!-- This model card has been generated automatically according to the information the Trainer had access to. You
-should probably proofread and complete it, then remove this comment. -->
-
-# ZoraBetaA1
-
-This model is a fine-tuned version of [unsloth/zephyr-sft-bnb-4bit](https://huggingface.co/unsloth/zephyr-sft-bnb-4bit) on an unknown dataset.
-
-## Model description
-
-More information needed
-
-## Intended uses & limitations
-
-More information needed
-
-## Training and evaluation data
-
-More information needed
-
-## Training procedure
-
-### Training hyperparameters
-
-The following hyperparameters were used during training:
-- learning_rate: 0.0003
-- train_batch_size: 2
-- eval_batch_size: 8
-- seed: 3407
-- gradient_accumulation_steps: 4
-- total_train_batch_size: 8
-- optimizer: Use OptimizerNames.ADAMW_8BIT with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
-- lr_scheduler_type: cosine
-- lr_scheduler_warmup_steps: 5
-- num_epochs: 0.5
-- mixed_precision_training: Native AMP
-
-### Framework versions
-
-- PEFT 0.15.2
-- Transformers 4.52.4
-- Pytorch 2.6.0+cu124
-- Datasets 3.6.0
-- Tokenizers 0.21.1
+Support us On **KO-FI**
+[![ko-fi](https://ko-fi.com/img/githubbutton_sm.svg)](https://ko-fi.com/J3J61D8NHV)
+  
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6633a73004501e16e7896b86/viDvgZVv7StCyEBBfR--G.png)
+**ZoraBetaA family**
+# ZoraBetaA1 - SuperLogical
+- ZoraBetaA1 is Our Brand new AI Model, finetuned using [Iris-Uncensored-Reformat-R2](https://huggingface.co/datasets/N-Bot-Int/Iris-Uncensored-Reformat-R2?not-for-all-audiences=true),
+  ZoraBetaA1 showcase a Strong reasoning Capability With a Stronger Finetuned Bias toward Roleplaying Using **Zephyr Beta 7B**,
+  ZoraBetaA1 also Shows a Great Companionship Capabilities, Without Hallucinating Much Unlike MistThena7B Finetuned Using Mistral 7b v0.1,
+  This New Architecture allow us To Increase Roleplaying capabilities without Doing everything from scratch as **Zephyr Beta** has a Strong RP foundation already,
+  Leading us to Scaffolding on this Architecture And Increasing Roleplaying capabilities further.
+
+- ZoraBetaA1 contains Cleaned Dataset, however its still relatively Unstable so please Report any issues found through our email
+  [nexus.networkinteractives@gmail.com](nexus.networkinteractives@gmail.com)
+  about any overfitting, or improvements for the future Models
+  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
+  
+- ZoraBetaA1 is
+  - **Developed by:** N-Bot-Int
+  - **License:** apache-2.0
+  - **Parent Model from model:** HuggingFaceH4/zephyr-7b-beta
+  - **Dataset Combined Using:** UltraDatasetCleanerAndMoshpit-R1(Propietary Software)
+
+- # Notice
+  - **For a Good Experience, Please use**
+    - Low temperature 1.5, min_p = 0.1 and max_new_tokens = 128
+
+
+- # Detail card:
+  - Parameter
+    - 3 Billion Parameters
+    - (Please visit your GPU Vendor if you can Run 3B models)
+
+  - Training
+    - 300 Steps from
+      Iris-Dataset-Reformat-R1
+
+  - Finetuning tool:
+   - Unsloth AI
+     - This Zephyr 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