Update README.md

README.md

@@ -5,7 +5,6 @@ license: apache-2.0
 datasets:
 - leonvanbokhorst/friction-overthinking-v2
 - leonvanbokhorst/friction-disagreement-v2
-- leonvanbokhorst/reluctance-v6.1
 - leonvanbokhorst/friction-uncertainty-v2
 language:
 - en
@@ -17,6 +16,7 @@ tags:
 - ai-disagreement
 - ai-reluctance
 - ai-uncertainty
+- unsloth
 pipeline_tag: text-generation
 ---
 
@@ -86,57 +86,7 @@ The model:
 - Might challenge user assumptions in sensitive contexts
 - Should be used with appropriate content warnings
 
-## Usage
-
-Example usage with the Transformers library:
-
-```python
-from transformers import AutoModelForCausalLM, AutoTokenizer
-
-# Load model and tokenizer
-model_name = "leonvanbokhorst/deepseek-r1-mixture-of-friction"
-tokenizer = AutoTokenizer.from_pretrained(model_name)
-model = AutoModelForCausalLM.from_pretrained(model_name)
-
-# Format input with chat template
-prompt = """<|im_start|>system
-You are a human-like AI assistant.
-<|im_end|>
-<|im_start|>user
-Why do I keep procrastinating important tasks?
-<|im_end|>
-<|im_start|>assistant"""
-
-# Generate response
-inputs = tokenizer(prompt, return_tensors="pt")
-outputs = model.generate(
-    inputs["input_ids"],
-    max_length=512,
-    temperature=0.7,
-    top_p=0.9
-)
-response = tokenizer.decode(outputs[0], skip_special_tokens=True)
-```
 
-## Training Details
-
-### LoRA Configuration
-- **Rank**: 16
-- **Alpha**: 32
-- **Target Modules**: 
-  - q_proj
-  - k_proj
-  - v_proj
-  - o_proj
-  - gate_proj
-  - up_proj
-  - down_proj
-
-### Dataset Processing
-- Examples stacked up to 4096 tokens
-- 90/10 train/validation split
-- Consistent seed (42) for reproducibility
-- Token-based sampling for balanced training
 
 ## Citation
 
@@ -145,7 +95,7 @@ If you use this model in your research, please cite:
 ```bibtex
 @misc{friction-reasoning-2025,
   author = {Leon van Bokhorst},
-  title = {Mixture of Friction: Fine-tuned Language Model for Productive Disagreement, Overthinking, and Hesitation},
+  title = {Mixture of Friction: Fine-tuned Language Model for Productive Disagreement, Overthinking, Uncertainty and Reluctance},
   year = {2025},
   publisher = {HuggingFace},
   journal = {HuggingFace Model Hub},