From cfe7d47bc4b83c0f497e39cb104b38176faa81d9 Mon Sep 17 00:00:00 2001
From: ModelHub XC <noreply@modelhub.org.cn>
Date: Fri, 29 May 2026 10:58:17 +0800
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Model: wvnvwn/gemma-2-9b-it-lr3e-5-resta-lr1e-5-0.3
Source: Original Platform
---
 .gitattributes                   |   36 +
 README.md                        |   55 +
 chat_template.jinja              |    4 +
 config.json                      |   77 ++
 mergekit_config.yml              |   22 +
 model-00001-of-00003.safetensors |    3 +
 model-00002-of-00003.safetensors |    3 +
 model-00003-of-00003.safetensors |    3 +
 model.safetensors.index.json     |    1 +
 special_tokens_map.json          |   34 +
 tokenizer.json                   |    3 +
 tokenizer.model                  |    3 +
 tokenizer_config.json            | 2013 ++++++++++++++++++++++++++++++
 13 files changed, 2257 insertions(+)
 create mode 100644 .gitattributes
 create mode 100644 README.md
 create mode 100644 chat_template.jinja
 create mode 100644 config.json
 create mode 100644 mergekit_config.yml
 create mode 100644 model-00001-of-00003.safetensors
 create mode 100644 model-00002-of-00003.safetensors
 create mode 100644 model-00003-of-00003.safetensors
 create mode 100644 model.safetensors.index.json
 create mode 100644 special_tokens_map.json
 create mode 100644 tokenizer.json
 create mode 100644 tokenizer.model
 create mode 100644 tokenizer_config.json

diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..52373fe
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,36 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz 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
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..4a2adeb
--- /dev/null
+++ b/README.md
@@ -0,0 +1,55 @@
+---
+base_model:
+- google/gemma-2-9b-it
+- wvnvwn/gemma-2-9b-it-ssft-lr3e-5
+- wvnvwn/gemma-2-9b-it-lr3e-5-gsm8k-lr1e-5
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# resta_recovered_0.3
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [linear](https://arxiv.org/abs/2203.05482) merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [google/gemma-2-9b-it](https://huggingface.co/google/gemma-2-9b-it)
+* [wvnvwn/gemma-2-9b-it-ssft-lr3e-5](https://huggingface.co/wvnvwn/gemma-2-9b-it-ssft-lr3e-5)
+* [wvnvwn/gemma-2-9b-it-lr3e-5-gsm8k-lr1e-5](https://huggingface.co/wvnvwn/gemma-2-9b-it-lr3e-5-gsm8k-lr1e-5)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+dtype: float16
+merge_method: linear
+slices:
+- sources:
+  - layer_range: [0, 42]
+    model:
+      model:
+        path: wvnvwn/gemma-2-9b-it-lr3e-5-gsm8k-lr1e-5
+    parameters:
+      weight: 1.0
+  - layer_range: [0, 42]
+    model:
+      model:
+        path: wvnvwn/gemma-2-9b-it-ssft-lr3e-5
+    parameters:
+      weight: 0.3
+  - layer_range: [0, 42]
+    model:
+      model:
+        path: google/gemma-2-9b-it
+    parameters:
+      weight: -0.3
+```
diff --git a/chat_template.jinja b/chat_template.jinja
new file mode 100644
index 0000000..923ec25
--- /dev/null
+++ b/chat_template.jinja
@@ -0,0 +1,4 @@
+{{ bos_token }}{% if messages[0]['role'] == 'system' %}{{ raise_exception('System role not supported') }}{% endif %}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if (message['role'] == 'assistant') %}{% set role = 'model' %}{% else %}{% set role = message['role'] %}{% endif %}{{ '<start_of_turn>' + role + '
+' + message['content'] | trim + '<end_of_turn>
+' }}{% endfor %}{% if add_generation_prompt %}{{'<start_of_turn>model
+'}}{% endif %}
\ No newline at end of file
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..03fdbb7
--- /dev/null
+++ b/config.json
@@ -0,0 +1,77 @@
+{
+  "architectures": [
+    "Gemma2ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "attn_logit_softcapping": 50.0,
+  "bos_token_id": 2,
+  "cache_implementation": "hybrid",
+  "dtype": "float16",
+  "eos_token_id": 1,
+  "final_logit_softcapping": 30.0,
+  "head_dim": 256,
+  "hidden_act": "gelu_pytorch_tanh",
+  "hidden_activation": "gelu_pytorch_tanh",
+  "hidden_size": 3584,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "layer_types": [
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
+    "full_attention"
+  ],
+  "max_position_embeddings": 8192,
+  "model_type": "gemma2",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 42,
+  "num_key_value_heads": 8,
+  "pad_token_id": 0,
+  "query_pre_attn_scalar": 256,
+  "rms_norm_eps": 1e-06,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "sliding_window_size": 4096,
+  "transformers_version": "4.57.3",
+  "use_cache": true,
+  "vocab_size": 256000
+}
diff --git a/mergekit_config.yml b/mergekit_config.yml
new file mode 100644
index 0000000..7b9dcd4
--- /dev/null
+++ b/mergekit_config.yml
@@ -0,0 +1,22 @@
+dtype: float16
+merge_method: linear
+slices:
+- sources:
+  - layer_range: [0, 42]
+    model:
+      model:
+        path: wvnvwn/gemma-2-9b-it-lr3e-5-gsm8k-lr1e-5
+    parameters:
+      weight: 1.0
+  - layer_range: [0, 42]
+    model:
+      model:
+        path: wvnvwn/gemma-2-9b-it-ssft-lr3e-5
+    parameters:
+      weight: 0.3
+  - layer_range: [0, 42]
+    model:
+      model:
+        path: google/gemma-2-9b-it
+    parameters:
+      weight: -0.3
\ No newline at end of file
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