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README.md ADDED
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+ ---
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+ base_model:
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+ - Open-Orca/Mistral-7B-OpenOrca
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+ - mlabonne/NeuralBeagle14-7B
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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 [linear](https://arxiv.org/abs/2203.05482) merge method.
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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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+ * [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca)
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+ * [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B)
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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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+
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+ models:
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+ - model: mlabonne/NeuralBeagle14-7B
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+ parameters:
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+ weight: 0.7
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+ - model: Open-Orca/Mistral-7B-OpenOrca
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+ parameters:
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+ weight: 0.3
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+ merge_method: linear
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+ dtype: float16
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+
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+ # slices:
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+ # - sources:
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+ # - model: Open-Orca/Mistral-7B-OpenOrca
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+ # layer_range: [0, 32]
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+ # - model: mlabonne/NeuralBeagle14-7B
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+ # layer_range: [0, 32]
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+ # merge_method: slerp
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+ # base_model: Open-Orca/Mistral-7B-OpenOrca
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+ # parameters:
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+ # t:
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+ # - filter: self_attn
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+ # value: [0, 0.5, 0.3, 0.7, 1]
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+ # - filter: mlp
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+ # value: [1, 0.5, 0.7, 0.3, 0]
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+ # - value: 0.5
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+ # dtype: bfloat16
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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": "Open-Orca/Mistral-7B-OpenOrca",
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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": 32000,
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+ "hidden_act": "silu",
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+ "max_position_embeddings": 32768,
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+ "model_type": "mistral",
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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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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.36.2",
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+ "use_cache": true,
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+ "vocab_size": 32002
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+ }
mergekit_config.yml ADDED
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+
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+ models:
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+ - model: mlabonne/NeuralBeagle14-7B
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+ parameters:
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+ weight: 0.7
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+ - model: Open-Orca/Mistral-7B-OpenOrca
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+ parameters:
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+ weight: 0.3
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+ merge_method: linear
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+ dtype: float16
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+
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+ # slices:
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+ # - sources:
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+ # - model: Open-Orca/Mistral-7B-OpenOrca
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+ # layer_range: [0, 32]
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+ # - model: mlabonne/NeuralBeagle14-7B
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+ # layer_range: [0, 32]
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+ # merge_method: slerp
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+ # base_model: Open-Orca/Mistral-7B-OpenOrca
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+ # parameters:
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+ # t:
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+ # - filter: self_attn
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+ # value: [0, 0.5, 0.3, 0.7, 1]
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+ # - filter: mlp
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+ # value: [1, 0.5, 0.7, 0.3, 0]
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+ # - value: 0.5
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+ # dtype: bfloat16
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