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.gitattributes

@@ -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 @@
+---
+tags:
+- merge
+- mergekit
+- lazymergekit
+- alfredplpl/suzume-poc
+- alpindale/gemma-2b-it
+base_model:
+- alfredplpl/suzume-poc
+- alpindale/gemma-2b-it
+---
+
+# suzume-linear1
+
+suzume-linear1 is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
+* [alfredplpl/suzume-poc](https://huggingface.co/alfredplpl/suzume-poc)
+* [alpindale/gemma-2b-it](https://huggingface.co/alpindale/gemma-2b-it)
+
+## 🧩 Configuration
+
+```yaml
+models:
+  - model: alfredplpl/suzume-poc
+    layer_range: [0, 18]
+    parameters:
+      weight: 0.4
+  - model: alpindale/gemma-2b-it
+    layer_range: [0, 18]
+    parameters:
+      weight: 0.6
+merge_method: linear
+dtype: bfloat16
+```
+
+## 💻 Usage
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "aipib/suzume-linear1"
+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

@@ -0,0 +1,29 @@
+{
+  "_name_or_path": "alfredplpl/suzume-poc",
+  "architectures": [
+    "GemmaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 2,
+  "eos_token_id": 1,
+  "head_dim": 256,
+  "hidden_act": "gelu",
+  "hidden_activation": null,
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 16384,
+  "max_position_embeddings": 8192,
+  "model_type": "gemma",
+  "num_attention_heads": 8,
+  "num_hidden_layers": 18,
+  "num_key_value_heads": 1,
+  "pad_token_id": 0,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.40.0",
+  "use_cache": false,
+  "vocab_size": 256000
+}

mergekit_config.yml

@@ -0,0 +1,12 @@
+
+models:
+  - model: alfredplpl/suzume-poc
+    layer_range: [0, 18]
+    parameters:
+      weight: 0.4
+  - model: alpindale/gemma-2b-it
+    layer_range: [0, 18]
+    parameters:
+      weight: 0.6
+merge_method: linear
+dtype: bfloat16

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