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README.md

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+---
+base_model:
+- 01-ai/Yi-1.5-34B-Chat
+- CausalLM/34b-beta
+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 SLERP merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [01-ai/Yi-1.5-34B-Chat](https://huggingface.co/01-ai/Yi-1.5-34B-Chat)
+* [CausalLM/34b-beta](https://huggingface.co/CausalLM/34b-beta)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+
+slices:
+- sources:
+  - model: 01-ai/Yi-1.5-34B-Chat
+    layer_range:
+    - 0
+    - 60
+  - model: CausalLM/34b-beta
+    layer_range:
+    - 0
+    - 60
+merge_method: slerp
+base_model: 01-ai/Yi-1.5-34B-Chat
+parameters:
+  t:
+  - filter: self_attn
+    value:
+    - 0
+    - 0.5
+    - 0.3
+    - 0.7
+    - 1
+  - filter: mlp
+    value:
+    - 1
+    - 0.5
+    - 0.7
+    - 0.3
+    - 0
+  - value: 0.38
+dtype: bfloat16
+
+```

config.json

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+{
+  "_name_or_path": "01-ai/Yi-1.5-34B-Chat",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 7168,
+  "initializer_range": 0.02,
+  "intermediate_size": 20480,
+  "max_position_embeddings": 4096,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 56,
+  "num_hidden_layers": 60,
+  "num_key_value_heads": 8,
+  "pad_token_id": 0,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 5000000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.44.1",
+  "use_cache": false,
+  "vocab_size": 64000
+}

mergekit_config.yml

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+
+slices:
+- sources:
+  - model: 01-ai/Yi-1.5-34B-Chat
+    layer_range:
+    - 0
+    - 60
+  - model: CausalLM/34b-beta
+    layer_range:
+    - 0
+    - 60
+merge_method: slerp
+base_model: 01-ai/Yi-1.5-34B-Chat
+parameters:
+  t:
+  - filter: self_attn
+    value:
+    - 0
+    - 0.5
+    - 0.3
+    - 0.7
+    - 1
+  - filter: mlp
+    value:
+    - 1
+    - 0.5
+    - 0.7
+    - 0.3
+    - 0
+  - value: 0.38
+dtype: bfloat16

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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "235": {
+      "content": "<|unused090|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "236": {
+      "content": "<|unused091|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "237": {
+      "content": "<|unused092|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "238": {
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+      "lstrip": false,
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+    },
+    "239": {
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+      "lstrip": false,
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+    },
+    "240": {
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+    },
+    "241": {
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+    },
+    "242": {
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+      "lstrip": false,
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+      "rstrip": false,
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+      "special": false
+    },
+    "243": {
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+      "lstrip": false,
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+    },
+    "244": {
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+      "lstrip": false,
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+    },
+    "245": {
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+      "lstrip": false,
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+    },
+    "246": {
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+      "lstrip": false,
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+      "rstrip": false,
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+      "special": false
+    },
+    "247": {
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+      "lstrip": false,
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+    },
+    "248": {
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+      "lstrip": false,
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+      "special": false
+    },
+    "249": {
+      "content": "<|unused104|>",
+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "250": {
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+      "lstrip": false,
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+      "single_word": false,
+      "special": false
+    },
+    "251": {
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+      "lstrip": false,
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+    },
+    "252": {
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+    },
+    "253": {
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+    },
+    "254": {
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+    },
+    "255": {
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+    },
+    "256": {
+      "content": "<|unused111|>",
+      "lstrip": false,
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+    },
+    "257": {
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+    },
+    "258": {
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+    },
+    "259": {
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+    },
+    "260": {
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+    },
+    "261": {
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+    },
+    "262": {
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+    },
+    "263": {
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+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "264": {
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+      "lstrip": false,
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+      "special": false
+    },
+    "265": {
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+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "266": {
+      "content": "<|unused121|>",
+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "267": {
+      "content": "<|unused122|>",
+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "268": {
+      "content": "<|unused123|>",
+      "lstrip": false,
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+      "rstrip": false,
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+      "special": false
+    },
+    "269": {
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+      "special": false
+    },
+    "270": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "271": {
+      "content": "<|unused126|>",
+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "272": {
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+      "lstrip": false,
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+    },
+    "273": {
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+      "lstrip": false,
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+    },
+    "274": {
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+      "lstrip": false,
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+    },
+    "275": {
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+    },
+    "276": {
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+    },
+    "277": {
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+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "278": {
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+      "lstrip": false,
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+      "single_word": false,
+      "special": false
+    },
+    "279": {
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+      "lstrip": false,
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+      "special": false
+    },
+    "280": {
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+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "281": {
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+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "282": {
+      "content": "<|unused137|>",
+      "lstrip": false,
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+      "rstrip": false,
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+      "special": false
+    },
+    "283": {
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+      "lstrip": false,
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+    },
+    "284": {
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+      "lstrip": false,
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+    },
+    "285": {
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+      "lstrip": false,
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+      "special": false
+    },
+    "286": {
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+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "287": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "288": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "289": {
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+      "lstrip": false,
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+      "special": false
+    },
+    "290": {
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+      "lstrip": false,
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+      "single_word": false,
+      "special": false
+    },
+    "291": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "292": {
+      "content": "<|unused147|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "293": {
+      "content": "<|unused148|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "294": {
+      "content": "<|unused149|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "295": {
+      "content": "<|unused150|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "296": {
+      "content": "<|unused151|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "297": {
+      "content": "<|unused152|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "298": {
+      "content": "<|unused153|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "299": {
+      "content": "<|unused154|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "300": {
+      "content": "<|unused155|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "301": {
+      "content": "<|unused156|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "302": {
+      "content": "<|unused157|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "303": {
+      "content": "<|unused158|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "304": {
+      "content": "<|unused159|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "bos_token": "<|startoftext|>",
+  "chat_template": "{% if messages[0]['role'] == 'system' %}{% set system_message = messages[0]['content'] %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|im_start|>user\\n' + content + '<|im_end|>\\n<|im_start|>assistant\\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|im_end|>' + '\\n' }}{% endif %}{% endfor %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "legacy": true,
+  "model_max_length": 4096,
+  "pad_token": "<unk>",
+  "padding_side": "right",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "split_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}