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README.md

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+---
+base_model:
+- mergekit-community/Qwen2-2B-Dolphin-RepleteCoder
+- mergekit-community/Qwen2-2B-RepleteCoder-Hercules
+- mergekit-community/Qwen2-2B-RepleteCoder-Upscaled
+- mergekit-community/Qwen2-Math-2B-Instruct
+- mergekit-community/Qwen2-2B-Dolphin-Hercules
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# merge
+
+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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [mergekit-community/Qwen2-2B-RepleteCoder-Upscaled](https://huggingface.co/mergekit-community/Qwen2-2B-RepleteCoder-Upscaled) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [mergekit-community/Qwen2-2B-Dolphin-RepleteCoder](https://huggingface.co/mergekit-community/Qwen2-2B-Dolphin-RepleteCoder)
+* [mergekit-community/Qwen2-2B-RepleteCoder-Hercules](https://huggingface.co/mergekit-community/Qwen2-2B-RepleteCoder-Hercules)
+* [mergekit-community/Qwen2-Math-2B-Instruct](https://huggingface.co/mergekit-community/Qwen2-Math-2B-Instruct)
+* [mergekit-community/Qwen2-2B-Dolphin-Hercules](https://huggingface.co/mergekit-community/Qwen2-2B-Dolphin-Hercules)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+- model: mergekit-community/Qwen2-2B-RepleteCoder-Hercules
+- model: mergekit-community/Qwen2-2B-Dolphin-Hercules
+- model: mergekit-community/Qwen2-2B-Dolphin-RepleteCoder
+- model: mergekit-community/Qwen2-Math-2B-Instruct
+merge_method: model_stock
+base_model: mergekit-community/Qwen2-2B-RepleteCoder-Upscaled
+architecture: qwen2
+dtype: bfloat16
+
+
+```

added_tokens.json

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

config.json

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+{
+ "_name_or_path": "mergekit-community/Qwen2-2B-RepleteCoder-Upscaled",
+ "architectures": [
+ "Qwen2ForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 151643,
+ "eos_token_id": 151643,
+ "hidden_act": "silu",
+ "hidden_size": 1536,
+ "initializer_range": 0.02,
+ "intermediate_size": 8960,
+ "max_position_embeddings": 131072,
+ "max_window_layers": 28,
+ "model_type": "qwen2",
+ "num_attention_heads": 12,
+ "num_hidden_layers": 36,
+ "num_key_value_heads": 2,
+ "pad_token_id": 151646,
+ "rms_norm_eps": 1e-06,
+ "rope_theta": 1000000.0,
+ "sliding_window": 131072,
+ "tie_word_embeddings": true,
+ "torch_dtype": "bfloat16",
+ "transformers_version": "4.42.4",
+ "unsloth_version": "2024.6",
+ "use_cache": true,
+ "use_sliding_window": false,
+ "vocab_size": 151936
+}

mergekit_config.yml

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+models:
+- model: mergekit-community/Qwen2-2B-RepleteCoder-Hercules
+- model: mergekit-community/Qwen2-2B-Dolphin-Hercules
+- model: mergekit-community/Qwen2-2B-Dolphin-RepleteCoder
+- model: mergekit-community/Qwen2-Math-2B-Instruct
+merge_method: model_stock
+base_model: mergekit-community/Qwen2-2B-RepleteCoder-Upscaled
+architecture: qwen2
+dtype: bfloat16
+

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special_tokens_map.json

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tokenizer_config.json

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+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "151646": {
+ "content": "<|PAD_TOKEN|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ }
+ },
+ "additional_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>"
+ ],
+ "bos_token": null,
+ "chat_template": "{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant<|im_end|>\n' }}{% endif %}{{'<|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": 131072,
+ "pad_token": "<|PAD_TOKEN|>",
+ "padding_side": "left",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}