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README.md

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+---
+base_model: []
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# final_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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064 as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+dtype: bfloat16
+merge_method: task_arithmetic
+parameters:
+  int8_mask: 1.0
+  normalize: 0.0
+slices:
+- sources:
+  - layer_range: [0, 2]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.9572415069321948
+  - layer_range: [0, 2]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [2, 4]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 1.3027552693206474
+  - layer_range: [2, 4]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [4, 6]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 1.1000872891940183
+  - layer_range: [4, 6]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [6, 8]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.8472430654902018
+  - layer_range: [6, 8]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [8, 10]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.9915310236895785
+  - layer_range: [8, 10]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [10, 12]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 1.1144858726152178
+  - layer_range: [10, 12]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [12, 14]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.8140779929520541
+  - layer_range: [12, 14]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [14, 16]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 1.1599951316231072
+  - layer_range: [14, 16]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [16, 18]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.5993074778392211
+  - layer_range: [16, 18]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [18, 20]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.8145134707653817
+  - layer_range: [18, 20]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [20, 22]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.9579703282891905
+  - layer_range: [20, 22]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+```

config.json

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+{
+  "_name_or_path": "/home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 5632,
+  "max_position_embeddings": 2048,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 22,
+  "num_key_value_heads": 4,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.44.0",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+base_model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+dtype: bfloat16
+merge_method: task_arithmetic
+parameters:
+  int8_mask: 1.0
+  normalize: 0.0
+slices:
+- sources:
+  - layer_range: [0, 2]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.9572415069321948
+  - layer_range: [0, 2]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [2, 4]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 1.3027552693206474
+  - layer_range: [2, 4]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [4, 6]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 1.1000872891940183
+  - layer_range: [4, 6]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [6, 8]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.8472430654902018
+  - layer_range: [6, 8]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [8, 10]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.9915310236895785
+  - layer_range: [8, 10]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [10, 12]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 1.1144858726152178
+  - layer_range: [10, 12]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [12, 14]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.8140779929520541
+  - layer_range: [12, 14]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [14, 16]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 1.1599951316231072
+  - layer_range: [14, 16]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [16, 18]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.5993074778392211
+  - layer_range: [16, 18]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [18, 20]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.8145134707653817
+  - layer_range: [18, 20]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064
+- sources:
+  - layer_range: [20, 22]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_chinese_1905817950
+    parameters:
+      weight: 0.9579703282891905
+  - layer_range: [20, 22]
+    model: /home/m_nobakhtian/evol_merge_storage/input_models/TinyLlama_v1.1_684560064

model-00001-of-00001.safetensors

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