Update README.md

README.md

@@ -10,57 +10,4 @@ base_model:
 - NeverSleep/Noromaid-7b-v0.2
 ---
 
-**Deprecated**: please check-out [uproai/Rose-2x7B](https://huggingface.co/uproai/Rose-2x7B) or [uproai/Rose-2x7B-GGUF](https://huggingface.co/uproai/Rose-2x7B-GGUF)
-
-
-# [Deprecated] RosMistral-2x7B
-
-RosMistral-2x7B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
-* [uproai/RosMistral-2x7B](https://huggingface.co/uproai/RosMistral-2x7B)
-* [NeverSleep/Noromaid-7b-v0.2](https://huggingface.co/NeverSleep/Noromaid-7b-v0.2)
-
-## 🧩 Configuration
-
-```yamlslices:
-  - sources:
-      - model: uproai/RosMistral-2x7B
-        layer_range: [0, 32]
-      - model: NeverSleep/Noromaid-7b-v0.2
-        layer_range: [0, 32]
-      # - model: saishf/West-Hermes-7B
-      #   layer_range: [0, 32]
-merge_method: slerp
-base_model: uproai/RosMistral-2x7B
-parameters:
-  t:
-    - filter: self_attn
-      value: [0, 0.5, 0.3, 0.7, 1]
-    - filter: mlp
-      value: [1, 0.5, 0.7, 0.3, 0]
-    - value: 0.5
-dtype: bfloat16```
-
-## 💻 Usage
-
-```python
-!pip install -qU transformers accelerate
-
-from transformers import AutoTokenizer
-import transformers
-import torch
-
-model = "uproai/RosMistral-2x7B"
-messages = [{"role": "user", "content": "What is a large language model?"}]
-
-tokenizer = AutoTokenizer.from_pretrained(model)
-prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
-pipeline = transformers.pipeline(
-    "text-generation",
-    model=model,
-    torch_dtype=torch.float16,
-    device_map="auto",
-)
-
-outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
-print(outputs[0]["generated_text"])
-```
+**Deprecated**: please check out [uproai/Rose-2x7B](https://huggingface.co/uproai/Rose-2x7B) or [uproai/Rose-2x7B-GGUF](https://huggingface.co/uproai/Rose-2x7B-GGUF)