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README.md

@@ -0,0 +1,68 @@
+---
+base_model:
+- bunnycore/Phi-3.5-Hyper-Mix
+- win10/phi3.5-mini-24-09-30
+- bunnycore/Phi-3.5-Hyper-Mix
+tags:
+- merge
+- mergekit
+- lazymergekit
+- bunnycore/Phi-3.5-Hyper-Mix
+- win10/phi3.5-mini-24-09-30
+---
+
+# Phi-3.5-24-10-06
+
+Phi-3.5-24-10-06 is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
+* [bunnycore/Phi-3.5-Hyper-Mix](https://huggingface.co/bunnycore/Phi-3.5-Hyper-Mix)
+* [win10/phi3.5-mini-24-09-30](https://huggingface.co/win10/phi3.5-mini-24-09-30)
+* [bunnycore/Phi-3.5-Hyper-Mix](https://huggingface.co/bunnycore/Phi-3.5-Hyper-Mix)
+
+## 🧩 Configuration
+
+```yaml
+models:
+  - model: bunnycore/Phi-3.5-Hyper-Mix
+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: win10/phi3.5-mini-24-09-30
+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: bunnycore/Phi-3.5-Hyper-Mix
+    parameters:
+      density: 0.5
+      weight: 0.5
+merge_method: ties
+base_model: win10/Phi-3.5-mini-instruct-24-9-29
+parameters:
+  normalize: false
+  int8_mask: true
+dtype: float16
+```
+
+## 💻 Usage
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "win10/Phi-3.5-24-10-06"
+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"])
+```

config.json

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+{
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+  "architectures": [
+    "Phi3ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "auto_map": {
+    "AutoConfig": "win10/Phi-3.5-mini-instruct-24-9-29--configuration_phi3.Phi3Config",
+    "AutoModel": "win10/Phi-3.5-mini-instruct-24-9-29--modeling_phi3.Phi3ForCausalLM",
+    "AutoModelForCausalLM": "win10/Phi-3.5-mini-instruct-24-9-29--modeling_phi3.Phi3ForCausalLM"
+  },
+  "bos_token_id": 1,
+  "embd_pdrop": 0.0,
+  "eos_token_id": 32000,
+  "hidden_act": "silu",
+  "hidden_size": 3072,
+  "initializer_range": 0.02,
+  "intermediate_size": 8192,
+  "max_position_embeddings": 131072,
+  "model_type": "phi3",
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+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "original_max_position_embeddings": 4096,
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+  "resid_pdrop": 0.0,
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+  "vocab_size": 32064
+}

mergekit_config.yml

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+
+models:
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+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: win10/phi3.5-mini-24-09-30
+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: bunnycore/Phi-3.5-Hyper-Mix
+    parameters:
+      density: 0.5
+      weight: 0.5
+merge_method: ties
+base_model: win10/Phi-3.5-mini-instruct-24-9-29
+parameters:
+  normalize: false
+  int8_mask: true
+dtype: float16

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