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README.md ADDED
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+ ---
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+ base_model:
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+ - mistralai/Mistral-7B-v0.1
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+ - maywell/PiVoT-0.1-Starling-LM-RP
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+ - senseable/WestLake-7B-v2
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+ - CalderaAI/Naberius-7B
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+ - cgato/Thespis-Mistral-7b-v0.7
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+ - NeverSleep/Noromaid-7B-0.4-DPO
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+ - SanjiWatsuki/Silicon-Maid-7B
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+ - lemonilia/AshhLimaRP-Mistral-7B
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+ - NurtureAI/neural-chat-7b-v3-16k
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+ library_name: transformers
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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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+ # .
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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 [task arithmetic](https://arxiv.org/abs/2212.04089) 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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+ * [maywell/PiVoT-0.1-Starling-LM-RP](https://huggingface.co/maywell/PiVoT-0.1-Starling-LM-RP)
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+ * [senseable/WestLake-7B-v2](https://huggingface.co/senseable/WestLake-7B-v2)
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+ * [CalderaAI/Naberius-7B](https://huggingface.co/CalderaAI/Naberius-7B)
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+ * [cgato/Thespis-Mistral-7b-v0.7](https://huggingface.co/cgato/Thespis-Mistral-7b-v0.7)
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+ * [NeverSleep/Noromaid-7B-0.4-DPO](https://huggingface.co/NeverSleep/Noromaid-7B-0.4-DPO)
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+ * [SanjiWatsuki/Silicon-Maid-7B](https://huggingface.co/SanjiWatsuki/Silicon-Maid-7B)
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+ * [lemonilia/AshhLimaRP-Mistral-7B](https://huggingface.co/lemonilia/AshhLimaRP-Mistral-7B)
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+ * [NurtureAI/neural-chat-7b-v3-16k](https://huggingface.co/NurtureAI/neural-chat-7b-v3-16k)
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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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+ merge_method: task_arithmetic
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+ base_model: mistralai/Mistral-7B-v0.1
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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: NeverSleep/Noromaid-7B-0.4-DPO
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+ parameters:
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+ weight: 0.37
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+ - model: lemonilia/AshhLimaRP-Mistral-7B
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+ parameters:
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+ weight: 0.29
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+ - model: NurtureAI/neural-chat-7b-v3-16k
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+ parameters:
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+ weight: 0.23
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+ - model: cgato/Thespis-Mistral-7b-v0.7
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+ parameters:
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+ weight: 0.23
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+ - model: CalderaAI/Naberius-7B
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+ parameters:
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+ weight: 0.15
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+ - model: SanjiWatsuki/Silicon-Maid-7B
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+ parameters:
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+ weight: 0.25
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+ - model: senseable/WestLake-7B-v2
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+ parameters:
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+ weight: 0.27
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+ - model: maywell/PiVoT-0.1-Starling-LM-RP
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+ parameters:
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+ weight: 0.27
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+ dtype: float16
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+
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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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+ "eos_token_id": 2,
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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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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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+ "rope_theta": 10000.0,
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+ "sliding_window": 4096,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.37.1",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
mergekit_config.yml ADDED
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+ merge_method: task_arithmetic
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+ base_model: mistralai/Mistral-7B-v0.1
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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: NeverSleep/Noromaid-7B-0.4-DPO
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+ parameters:
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+ weight: 0.37
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+ - model: lemonilia/AshhLimaRP-Mistral-7B
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+ parameters:
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+ weight: 0.29
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+ - model: NurtureAI/neural-chat-7b-v3-16k
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+ parameters:
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+ weight: 0.23
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+ - model: cgato/Thespis-Mistral-7b-v0.7
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+ parameters:
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+ weight: 0.23
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+ - model: CalderaAI/Naberius-7B
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+ parameters:
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+ weight: 0.15
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+ - model: SanjiWatsuki/Silicon-Maid-7B
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+ parameters:
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+ weight: 0.25
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+ - model: senseable/WestLake-7B-v2
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+ parameters:
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+ weight: 0.27
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+ - model: maywell/PiVoT-0.1-Starling-LM-RP
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+ parameters:
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+ weight: 0.27
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+ dtype: float16
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+
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