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README.md

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+---
+base_model:
+- Alibaba-NLP/gte-Qwen2-7B-instruct
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# merged
+
+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 passthrough merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [Alibaba-NLP/gte-Qwen2-7B-instruct](https://huggingface.co/Alibaba-NLP/gte-Qwen2-7B-instruct)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+dtype: bfloat16
+merge_method: passthrough
+slices:
+- sources:
+  - layer_range: [0, 6]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [3, 9]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [6, 12]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [9, 15]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [12, 18]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [15, 21]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [18, 24]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [21, 27]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [24, 28]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+```

added_tokens.json

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

config.json

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+{
+  "_name_or_path": "Alibaba-NLP/gte-Qwen2-7B-instruct",
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "auto_map": {
+    "AutoModel": "Alibaba-NLP/gte-Qwen2-7B-instruct--modeling_qwen.Qwen2Model",
+    "AutoModelForCausalLM": "Alibaba-NLP/gte-Qwen2-7B-instruct--modeling_qwen.Qwen2ForCausalLM",
+    "AutoModelForSequenceClassification": "Alibaba-NLP/gte-Qwen2-7B-instruct--modeling_qwen.Qwen2ForSequenceClassification"
+  },
+  "bos_token_id": 151643,
+  "eos_token_id": 151643,
+  "hidden_act": "silu",
+  "hidden_size": 3584,
+  "initializer_range": 0.02,
+  "intermediate_size": 18944,
+  "max_position_embeddings": 131072,
+  "max_window_layers": 28,
+  "model_type": "qwen2",
+  "num_attention_heads": 28,
+  "num_hidden_layers": 52,
+  "num_key_value_heads": 4,
+  "rms_norm_eps": 1e-06,
+  "rope_theta": 1000000.0,
+  "sliding_window": 131072,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.42.4",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151646
+}

mergekit_config.yml

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+dtype: bfloat16
+merge_method: passthrough
+slices:
+- sources:
+  - layer_range: [0, 6]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [3, 9]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [6, 12]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [9, 15]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [12, 18]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [15, 21]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [18, 24]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [21, 27]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct
+- sources:
+  - layer_range: [24, 28]
+    model: Alibaba-NLP/gte-Qwen2-7B-instruct

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special_tokens_map.json

@@ -0,0 +1,20 @@
+{
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>"
+  ],
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,50 @@
+{
+  "add_eos_token": true,
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "151643": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151644": {
+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151645": {
+      "content": "<|im_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>"
+  ],
+  "auto_map": {
+    "AutoTokenizer": [
+      "Alibaba-NLP/gte-Qwen2-7B-instruct--tokenization_qwen.Qwen2Tokenizer",
+      "Alibaba-NLP/gte-Qwen2-7B-instruct--tokenization_qwen.Qwen2TokenizerFast"
+    ]
+  },
+  "bos_token": null,
+  "chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "errors": "replace",
+  "model_max_length": 32768,
+  "pad_token": "<|endoftext|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}