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README.md CHANGED
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  ---
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- license: apache-2.0
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ Custom Model "Dolphin2Star1" Merged by Noodlz.
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+
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+
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  ---
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+ base_model:
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+ - cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ - NexusFlow/Starling-LM-7B-beta
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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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+ # output_folder
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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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+ * [cognitivecomputations/dolphin-2.8-mistral-7b-v02](https://huggingface.co/cognitivecomputations/dolphin-2.8-mistral-7b-v02)
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+ * [NexusFlow/Starling-LM-7B-beta](https://huggingface.co/NexusFlow/Starling-LM-7B-beta)
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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: linear
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+ parameters:
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+ weight: 1.0
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+ slices:
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+ - sources:
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+ - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ layer_range: [0,1]
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+ - model: NexusFlow/Starling-LM-7B-beta
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+ layer_range: [0,1]
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+ parameters:
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+ weight: 0
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+ - sources:
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+ - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ layer_range: [1,8]
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+ - sources:
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+ - model: NexusFlow/Starling-LM-7B-beta
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+ layer_range: [4,12]
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+ - sources:
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+ - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ layer_range: [8,16]
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+ - sources:
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+ - model: NexusFlow/Starling-LM-7B-beta
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+ layer_range: [12,20]
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+ - sources:
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+ - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ layer_range: [16,24]
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+ - sources:
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+ - model: NexusFlow/Starling-LM-7B-beta
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+ layer_range: [20,28]
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+ - sources:
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+ - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ layer_range: [24,31]
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+ - sources:
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+ - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ layer_range: [31,32]
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+ - model: NexusFlow/Starling-LM-7B-beta
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+ layer_range: [31,32]
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+ parameters:
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+ weight: 0
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+ dtype: float16
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+ tokenizer_source: model:cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ ```
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+ {
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+ "<|im_end|>": 32000,
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+ "<|im_start|>": 32001
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+ }
config.json ADDED
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+ {
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+ "_name_or_path": "cognitivecomputations/dolphin-2.8-mistral-7b-v02",
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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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+ "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": 56,
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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": "float16",
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+ "transformers_version": "4.35.2",
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+ "use_cache": false,
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+ "vocab_size": 32002
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+ }
mergekit_config.yml ADDED
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+ merge_method: linear
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+ parameters:
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+ weight: 1.0
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+ slices:
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+ - sources:
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+ - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ layer_range: [0,1]
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+ - model: NexusFlow/Starling-LM-7B-beta
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+ layer_range: [0,1]
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+ parameters:
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+ weight: 0
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+ - sources:
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+ - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ layer_range: [1,8]
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+ - sources:
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+ - model: NexusFlow/Starling-LM-7B-beta
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+ layer_range: [4,12]
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+ - sources:
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+ - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ layer_range: [8,16]
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+ - sources:
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+ - model: NexusFlow/Starling-LM-7B-beta
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+ layer_range: [12,20]
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+ - sources:
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+ - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ layer_range: [16,24]
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+ - sources:
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+ - model: NexusFlow/Starling-LM-7B-beta
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+ layer_range: [20,28]
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+ - sources:
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+ - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ layer_range: [24,31]
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+ - sources:
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+ - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
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+ layer_range: [31,32]
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+ - model: NexusFlow/Starling-LM-7B-beta
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+ layer_range: [31,32]
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+ parameters:
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+ weight: 0
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+ dtype: float16
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+ tokenizer_source: model:cognitivecomputations/dolphin-2.8-mistral-7b-v02
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