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README.md

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+---
+tags:
+- merge
+- mergekit
+- lazymergekit
+- athirdpath/Orca-2-13b-Alpaca-Uncensored
+- garage-bAInd/Platypus2-13B
+- WizardLM/WizardMath-13B-V1.0
+base_model:
+- athirdpath/Orca-2-13b-Alpaca-Uncensored
+- garage-bAInd/Platypus2-13B
+- WizardLM/WizardMath-13B-V1.0
+---
+
+# WizardAlpacaBlend-13B-TieCast
+
+WizardAlpacaBlend-13B-TieCast is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
+* [athirdpath/Orca-2-13b-Alpaca-Uncensored](https://huggingface.co/athirdpath/Orca-2-13b-Alpaca-Uncensored)
+* [garage-bAInd/Platypus2-13B](https://huggingface.co/garage-bAInd/Platypus2-13B)
+* [WizardLM/WizardMath-13B-V1.0](https://huggingface.co/WizardLM/WizardMath-13B-V1.0)
+
+## 🧩 Configuration
+
+```yaml
+models:
+  - model: athirdpath/Orca-2-13b-Alpaca-Uncensored
+    parameters:
+      density: [1, 0.7, 0.1] # density gradient
+      weight: 1.0
+  - model: garage-bAInd/Platypus2-13B
+    parameters:
+      density: 0.5
+      weight: [0, 0.3, 0.7, 1] # weight gradient
+  - model: WizardLM/WizardMath-13B-V1.0
+    parameters:
+      density: 0.33
+      weight:
+        - filter: mlp
+          value: 0.5
+        - value: 0
+merge_method: ties
+base_model: TheBloke/Llama-2-13B-fp16
+parameters:
+  normalize: true
+  int8_mask: true
+dtype: float16
+```
+
+## 💻 Usage
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "ilevytate/WizardAlpacaBlend-13B-TieCast"
+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"])
+```