Update README.md

README.md

@@ -30,7 +30,6 @@ Epos-8B is an 8 billion parameter language model fine-tuned for storytelling and
 ### Model Sources
 
 - **Repository:** [Epos-8B on Hugging Face](https://huggingface.co/P0x0/Epos-8B)
-- **GGUF Variant Repository:** [Epos-8B-GGUF](https://huggingface.co/P0x0/Epos-8B-GGUF)
 
 ---
 
@@ -51,16 +50,3 @@ To run the quantized version of the model, you can use [KoboldCPP](https://githu
 3. Download the GGUF variant of Epos-8B from [Epos-8B-GGUF](https://huggingface.co/P0x0/Epos-8B-GGUF).
 4. Load the model in KoboldCPP and start generating!
 
-Alternatively, integrate the model directly into your code with the following snippet:
-
-```python
-from transformers import AutoModelForCausalLM, AutoTokenizer
-
-tokenizer = AutoTokenizer.from_pretrained("P0x0/Epos-8B")
-model = AutoModelForCausalLM.from_pretrained("P0x0/Epos-8B")
-
-input_text = "Once upon a time in a distant land..."
-inputs = tokenizer(input_text, return_tensors="pt")
-outputs = model.generate(**inputs)
-
-print(tokenizer.decode(outputs[0], skip_special_tokens=True))