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README.md CHANGED
@@ -1,3 +1,54 @@
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  ---
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- license: apache-2.0
 
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ base_model:
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+ - NeverSleep/Noromaid-7B-0.4-DPO
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+ - Undi95/Toppy-M-7B
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+ - mistralai/Mistral-7B-v0.1
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+ - senseable/WestLake-7B-v2
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+ tags:
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+ - mergekit
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+ - merge
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+
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  ---
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+ # merge
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+
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+ This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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+
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+ ## Merge Details
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+ ### Merge Method
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+
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+ This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base.
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+
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+ ### Models Merged
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+
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+ The following models were included in the merge:
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+ * [NeverSleep/Noromaid-7B-0.4-DPO](https://huggingface.co/NeverSleep/Noromaid-7B-0.4-DPO)
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+ * [Undi95/Toppy-M-7B](https://huggingface.co/Undi95/Toppy-M-7B)
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+ * [senseable/WestLake-7B-v2](https://huggingface.co/senseable/WestLake-7B-v2)
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+
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+ ### Configuration
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+
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+ The following YAML configuration was used to produce this model:
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+
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+ ```yaml
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+ models:
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+ - model: mistralai/Mistral-7B-v0.1
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+ # No parameters necessary for base model
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+ - model: senseable/WestLake-7B-v2
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+ parameters:
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+ density: 0.53
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+ weight: 0.55
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+ - model: NeverSleep/Noromaid-7B-0.4-DPO
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+ parameters:
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+ density: 0.53
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+ weight: 0.30
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+ - model: Undi95/Toppy-M-7B
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+ parameters:
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+ density: 0.53
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+ weight: 0.15
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+ merge_method: dare_ties
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+ base_model: mistralai/Mistral-7B-v0.1
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+ parameters:
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+ int8_mask: true
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+ dtype: bfloat16
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+
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "mistralai/Mistral-7B-v0.1",
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+ "architectures": [
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+ "MistralForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "hidden_act": "silu",
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+ "initializer_range": 0.02,
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+ "intermediate_size": 14336,
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+ "max_position_embeddings": 32768,
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+ "model_type": "mistral",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 32,
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+ "num_key_value_heads": 8,
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+ "rms_norm_eps": 1e-05,
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
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+ models:
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+ - model: mistralai/Mistral-7B-v0.1
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+ # No parameters necessary for base model
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+ - model: senseable/WestLake-7B-v2
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+ parameters:
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+ density: 0.53
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+ weight: 0.55
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+ - model: NeverSleep/Noromaid-7B-0.4-DPO
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+ parameters:
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+ density: 0.53
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+ weight: 0.30
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+ - model: Undi95/Toppy-M-7B
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+ parameters:
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+ density: 0.53
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+ weight: 0.15
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+ merge_method: dare_ties
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+ base_model: mistralai/Mistral-7B-v0.1
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+ parameters:
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+ int8_mask: true
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+ dtype: bfloat16
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