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Model: arcee-ai/patent-evol-merge Source: Original Platform
2026-04-24 21:59:52 +08:00
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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
+```