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README.md CHANGED
@@ -1,3 +1,60 @@
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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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+ 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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+ # NemoMix-Unleashed-12B
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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 della_linear merge method using E:\mergekit\mistralaiMistral-Nemo-Base-2407 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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+ * E:\mergekit\intervitens_mini-magnum-12b-v1.1
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+ * E:\mergekit\nbeerbower_mistral-nemo-bophades-12B
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+ * E:\mergekit\Sao10K_MN-12B-Lyra-v1
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+ * E:\mergekit\nbeerbower_mistral-nemo-gutenberg-12B
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+ * E:\mergekit\mistralaiMistral-Nemo-Instruct-2407
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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: E:\mergekit\mistralaiMistral-Nemo-Instruct-2407
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+ parameters:
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+ weight: 0.1
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+ density: 0.4
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+ - model: E:\mergekit\nbeerbower_mistral-nemo-bophades-12B
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+ parameters:
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+ weight: 0.12
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+ density: 0.5
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+ - model: E:\mergekit\nbeerbower_mistral-nemo-gutenberg-12B
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+ parameters:
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+ weight: 0.2
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+ density: 0.6
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+ - model: E:\mergekit\Sao10K_MN-12B-Lyra-v1
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+ parameters:
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+ weight: 0.25
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+ density: 0.7
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+ - model: E:\mergekit\intervitens_mini-magnum-12b-v1.1
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+ parameters:
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+ weight: 0.33
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+ density: 0.8
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+ merge_method: della_linear
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+ base_model: E:\mergekit\mistralaiMistral-Nemo-Base-2407
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+ parameters:
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+ epsilon: 0.05
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+ lambda: 1
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+ dtype: bfloat16
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+ tokenizer_source: base
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "E:\\mergekit\\mistralaiMistral-Nemo-Base-2407",
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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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+ "head_dim": 128,
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+ "hidden_act": "silu",
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+ "hidden_size": 5120,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 14336,
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+ "max_position_embeddings": 1024000,
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+ "model_type": "mistral",
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+ "num_attention_heads": 32,
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+ "num_key_value_heads": 8,
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+ "rms_norm_eps": 1e-05,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.44.0",
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+ "use_cache": true,
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+ "vocab_size": 131072
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+ }
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+ models:
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+ - model: E:\mergekit\mistralaiMistral-Nemo-Instruct-2407
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+ parameters:
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+ weight: 0.1
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+ density: 0.4
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+ - model: E:\mergekit\nbeerbower_mistral-nemo-bophades-12B
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+ parameters:
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+ weight: 0.12
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+ density: 0.5
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+ - model: E:\mergekit\nbeerbower_mistral-nemo-gutenberg-12B
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+ parameters:
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+ weight: 0.2
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+ density: 0.6
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+ - model: E:\mergekit\Sao10K_MN-12B-Lyra-v1
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+ parameters:
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+ weight: 0.25
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+ density: 0.7
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+ - model: E:\mergekit\intervitens_mini-magnum-12b-v1.1
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+ parameters:
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+ weight: 0.33
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+ density: 0.8
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+ merge_method: della_linear
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+ base_model: E:\mergekit\mistralaiMistral-Nemo-Base-2407
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+ parameters:
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+ epsilon: 0.05
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+ lambda: 1
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+ dtype: bfloat16
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+ tokenizer_source: base
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tokenizer_config.json ADDED
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