Update README.md

README.md

@@ -19,70 +19,6 @@ TinyMixtral-4x248M-MoE is a Mixure of Experts (MoE) made with the following mode
 * [Locutusque/TinyMistral-248M-v2-Instruct](https://huggingface.co/Locutusque/TinyMistral-248M-v2-Instruct)
 * [Locutusque/TinyMistral-248M-v2.5](https://huggingface.co/Locutusque/TinyMistral-248M-v2.5)
 
-## 🧩 Configuration
-
-```yamlbase_model: Felladrin/TinyMistral-248M-SFT-v4
-experts:
-  - source_model: Felladrin/TinyMistral-248M-SFT-v4
-    positive_prompts:
-    - "reasoning"
-    - "logic"
-    - "problem-solving"
-    - "critical thinking"
-    - "analysis"
-    - "synthesis"
-    - "evaluation"
-    - "decision-making"
-    - "judgment"
-    - "insight"
-
-  - source_model: Locutusque/LocutusqueXFelladrin-TinyMistral248M-Instruct
-    positive_prompts:
-    - "program"
-    - "software"
-    - "develop"
-    - "build"
-    - "create"
-    - "design"
-    - "implement"
-    - "debug"
-    - "test"
-    - "code"
-    - "python"
-    - "programming"
-    - "algorithm"
-    - "function"
-
-  - source_model: Locutusque/TinyMistral-248M-v2-Instruct
-    positive_prompts:
-    - "storytelling"
-    - "narrative"
-    - "fiction"
-    - "creative writing"
-    - "plot"
-    - "characters"
-    - "dialogue"
-    - "setting"
-    - "emotion"
-    - "imagination"
-    - "scene"
-    - "story"
-    - "character"
-
-  - source_model: Locutusque/TinyMistral-248M-v2.5
-    positive_prompts:
-    - "chat"
-    - "conversation"
-    - "dialogue"
-    - "discuss"
-    - "ask questions"
-    - "share thoughts"
-    - "explore ideas"
-    - "learn new things"
-    - "personal assistant"
-    - "friendly helper"
-```
-
 ## 💻 Usage
 
 ```python
@@ -98,7 +34,7 @@ tokenizer = AutoTokenizer.from_pretrained(model)
 pipeline = transformers.pipeline(
     "text-generation",
     model=model,
-    model_kwargs={"torch_dtype": torch.float16, "load_in_4bit": True},
+    tokenizer=tokenizer
 )
 
 messages = [{"role": "user", "content": "Explain what a Mixture of Experts is in less than 100 words."}]