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Model: wvnvwn/gemma-2-9b-it-lr3e-5-resta-lr1e-5-0.3
Source: Original Platform

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
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+*.ckpt filter=lfs diff=lfs merge=lfs -text
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+*.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
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README.md

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+---
+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
+```

chat_template.jinja

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+{{ 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 %}

config.json

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+{
+  "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
+}

mergekit_config.yml

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+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

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special_tokens_map.json

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+{
+  "additional_special_tokens": [
+    "<start_of_turn>",
+    "<end_of_turn>"
+  ],
+  "bos_token": {
+    "content": "<bos>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<eos>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json

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