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README.md ADDED
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+ ---
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+ base_model:
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+ - Nexusflow/Starling-LM-7B-beta
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+ - openchat/openchat-3.5-1210
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+ - openchat/openchat-3.5-0106
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+ - mistral-community/Mistral-7B-v0.2
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+ - berkeley-nest/Starling-LM-7B-alpha
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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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+ # 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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [mistral-community/Mistral-7B-v0.2](https://huggingface.co/mistral-community/Mistral-7B-v0.2) 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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+ * [Nexusflow/Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta)
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+ * [openchat/openchat-3.5-1210](https://huggingface.co/openchat/openchat-3.5-1210)
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+ * [openchat/openchat-3.5-0106](https://huggingface.co/openchat/openchat-3.5-0106)
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+ * [berkeley-nest/Starling-LM-7B-alpha](https://huggingface.co/berkeley-nest/Starling-LM-7B-alpha)
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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: Nexusflow/Starling-LM-7B-beta
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+ - model: openchat/openchat-3.5-0106
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+ - model: openchat/openchat-3.5-1210
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+ - model: berkeley-nest/Starling-LM-7B-alpha
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+ merge_method: model_stock
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+ base_model: mistral-community/Mistral-7B-v0.2
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+ dtype: bfloat16
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "mistral-community/Mistral-7B-v0.2",
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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": 1000000.0,
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+ "sliding_window": null,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.39.3",
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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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+ models:
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+ - model: Nexusflow/Starling-LM-7B-beta
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+ - model: openchat/openchat-3.5-0106
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+ - model: openchat/openchat-3.5-1210
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+ - model: berkeley-nest/Starling-LM-7B-alpha
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+ merge_method: model_stock
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+ base_model: mistral-community/Mistral-7B-v0.2
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+ dtype: bfloat16
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