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README.md

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----
-base_model: []
-library_name: transformers
-tags:
-- mergekit
-- merge
-
----
-# FuseChat-7B-Ties-VaRM-comb1-top0.1
-
-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 ties_varm merge method using /data/wanfq/fusechat/models/openchat_3.5 as a base.
-
-### Models Merged
-
-The following models were included in the merge:
-* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Mixtral
-* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-NHSolar
-* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Qwen
-* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-internlm
-* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Starling
-
-### Configuration
-
-The following YAML configuration was used to produce this model:
-
-```yaml
-models:
-  - model: /data/wanfq/fusechat/models/openchat_3.5
-    # no parameters necessary for base model
-  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-internlm
-    parameters:
-      density: 0.1 # density gradient
-      weight: 0.2
-  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Qwen
-    parameters:
-      density: 0.5
-      weight: 0.2 # weight gradient
-  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Mixtral
-    parameters:
-      density: 0.5
-      weight: 0.2 # weight gradient
-  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Starling
-    parameters:
-      density: 0.5
-      weight: 0.2 # weight gradient
-  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-NHSolar
-    parameters:
-      density: 0.5
-      weight: 0.2 # weight gradient
-merge_method: ties_varm
-base_model: /data/wanfq/fusechat/models/openchat_3.5
-parameters:
-  normalize: true
-dtype: bfloat16
-
-```