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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,58 @@
+---
+base_model:
+- Qwen/Qwen1.5-7B-Chat
+- deepseek-ai/deepseek-coder-6.7b-instruct
+tags:
+- merge
+- mergekit
+- lazymergekit
+- Qwen/Qwen1.5-7B-Chat
+- deepseek-ai/deepseek-coder-6.7b-instruct
+---
+
+# Qwen15-DeepSeekCoder-Merge
+
+Qwen15-DeepSeekCoder-Merge is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
+* [Qwen/Qwen1.5-7B-Chat](https://huggingface.co/Qwen/Qwen1.5-7B-Chat)
+* [deepseek-ai/deepseek-coder-6.7b-instruct](https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-instruct)
+
+## 🧩 Configuration
+
+```yaml
+slices:
+  - sources:
+      - model: Qwen/Qwen1.5-7B-Chat
+        layer_range: [0, 32]
+      - model: deepseek-ai/deepseek-coder-6.7b-instruct
+        layer_range: [0, 32]
+merge_method: slerp
+base_model: Qwen/Qwen1.5-7B-Chat
+parameters:
+  t: 0.6
+dtype: bfloat16
+```
+
+## 💻 Usage
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "Davidsv/Qwen15-DeepSeekCoder-Merge"
+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"])
+```

added_tokens.json

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+{
+  "<|endoftext|>": 151643,
+  "<|im_end|>": 151645,
+  "<|im_start|>": 151644
+}

config.json

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+{
+  "_name_or_path": "Qwen/Qwen1.5-7B-Chat",
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "eos_token_id": 151645,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 32768,
+  "max_window_layers": 28,
+  "model_type": "qwen2",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.48.3",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

mergekit_config.yml

@@ -0,0 +1,12 @@
+
+slices:
+  - sources:
+      - model: Qwen/Qwen1.5-7B-Chat
+        layer_range: [0, 32]
+      - model: deepseek-ai/deepseek-coder-6.7b-instruct
+        layer_range: [0, 32]
+merge_method: slerp
+base_model: Qwen/Qwen1.5-7B-Chat
+parameters:
+  t: 0.6
+dtype: bfloat16

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