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Model: arcee-ai/patent-evol-merge
Source: Original Platform

.gitattributes

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README.md

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+---
+base_model: []
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# best_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 /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287 as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
+* /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
+* /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
+dtype: bfloat16
+merge_method: task_arithmetic
+parameters:
+  int8_mask: 1.0
+  normalize: 0.0
+slices:
+- sources:
+  - layer_range: [0, 8]
+    model: /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
+    parameters:
+      weight: 0.12964183139810131
+  - layer_range: [0, 8]
+    model: /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
+    parameters:
+      weight: 0.6876744008045087
+  - layer_range: [0, 8]
+    model: /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
+    parameters:
+      weight: 0.04984086375373306
+  - layer_range: [0, 8]
+    model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
+- sources:
+  - layer_range: [8, 16]
+    model: /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
+    parameters:
+      weight: 0.4744102649337617
+  - layer_range: [8, 16]
+    model: /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
+    parameters:
+      weight: 0.00040582065232951103
+  - layer_range: [8, 16]
+    model: /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
+    parameters:
+      weight: 1.1436607369426315
+  - layer_range: [8, 16]
+    model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
+- sources:
+  - layer_range: [16, 24]
+    model: /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
+    parameters:
+      weight: 0.3615157971780197
+  - layer_range: [16, 24]
+    model: /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
+    parameters:
+      weight: 0.11547324542144169
+  - layer_range: [16, 24]
+    model: /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
+    parameters:
+      weight: 0.773494346001556
+  - layer_range: [16, 24]
+    model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
+- sources:
+  - layer_range: [24, 32]
+    model: /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
+    parameters:
+      weight: 0.027506217667945004
+  - layer_range: [24, 32]
+    model: /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
+    parameters:
+      weight: 0.4112043376249425
+  - layer_range: [24, 32]
+    model: /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
+    parameters:
+      weight: 0.48967743702922145
+  - layer_range: [24, 32]
+    model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
+```

config.json

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+{
+  "_name_or_path": "/root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 4096,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "pad_token_id": 0,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.39.3",
+  "use_cache": true,
+  "vocab_size": 32000
+}

configuration.json

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+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}

mergekit_config.yml

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+base_model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
+dtype: bfloat16
+merge_method: task_arithmetic
+parameters:
+  int8_mask: 1.0
+  normalize: 0.0
+slices:
+- sources:
+  - layer_range: [0, 8]
+    model: /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
+    parameters:
+      weight: 0.12964183139810131
+  - layer_range: [0, 8]
+    model: /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
+    parameters:
+      weight: 0.6876744008045087
+  - layer_range: [0, 8]
+    model: /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
+    parameters:
+      weight: 0.04984086375373306
+  - layer_range: [0, 8]
+    model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
+- sources:
+  - layer_range: [8, 16]
+    model: /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
+    parameters:
+      weight: 0.4744102649337617
+  - layer_range: [8, 16]
+    model: /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
+    parameters:
+      weight: 0.00040582065232951103
+  - layer_range: [8, 16]
+    model: /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
+    parameters:
+      weight: 1.1436607369426315
+  - layer_range: [8, 16]
+    model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
+- sources:
+  - layer_range: [16, 24]
+    model: /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
+    parameters:
+      weight: 0.3615157971780197
+  - layer_range: [16, 24]
+    model: /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
+    parameters:
+      weight: 0.11547324542144169
+  - layer_range: [16, 24]
+    model: /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
+    parameters:
+      weight: 0.773494346001556
+  - layer_range: [16, 24]
+    model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287
+- sources:
+  - layer_range: [24, 32]
+    model: /root/evol_merge_storage/input_models/Patent-Instruct-7b_60368649
+    parameters:
+      weight: 0.027506217667945004
+  - layer_range: [24, 32]
+    model: /root/evol_merge_storage/input_models/Barcenas-Orca-2-7b_1478912867
+    parameters:
+      weight: 0.4112043376249425
+  - layer_range: [24, 32]
+    model: /root/evol_merge_storage/input_models/Orca-2-7b_2312263870
+    parameters:
+      weight: 0.48967743702922145
+  - layer_range: [24, 32]
+    model: /root/evol_merge_storage/input_models/Llama-2-7B-fp16_227878287

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special_tokens_map.json

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tokenizer_config.json

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+  "add_bos_token": true,
+  "add_eos_token": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
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+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
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+  "use_default_system_prompt": false
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