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README.md ADDED
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+ ---
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+ library_name: transformers
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+ tags:
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+ - flow-merge
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+ - merge
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+
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+ ---
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+ # qwen_merge_2
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+
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+ This model is the result of merge of the following models made with flow-merge:
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+
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+ - Base model:
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+ - Qwen/Qwen1.5-0.5B
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+ - Models:
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+ - Qwen/Qwen1.5-0.5B-chat
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+ - minghaowu/Qwen1.5-0.5B-OpenHermes-2.5
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+
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+
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+ ## flow-merge config
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+
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+ The following configuration was used to merge the models:
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+
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+ ```yaml
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+ base_model: Qwen/Qwen1.5-0.5B
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+ models:
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+ - path_or_id: Qwen/Qwen1.5-0.5B
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+ - path_or_id: Qwen/Qwen1.5-0.5B-chat
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+ - path_or_id: minghaowu/Qwen1.5-0.5B-OpenHermes-2.5
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+ method: addition-task-arithmetic
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+ device: !!python/object/apply:flow_merge.lib.constants.DeviceIdentifier
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+ - cpu
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+ method_global_parameters:
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+ scaling_coefficient: 0.7
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+ normalize: false
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+ directory_settings:
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+ cache_dir: null
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+ local_dir: ./models
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+ output_dir: ./merged_model
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+
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+ ```
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+ {
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+ "<|endoftext|>": 151643,
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+ "<|im_end|>": 151645,
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+ "<|im_start|>": 151644
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+ }
config.json ADDED
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+ {
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+ "_name_or_path": "./merged_model",
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+ "architectures": [
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+ "Qwen2ForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 151643,
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+ "eos_token_id": 151643,
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+ "hidden_act": "silu",
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+ "hidden_size": 1024,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 2816,
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+ "max_position_embeddings": 32768,
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+ "max_window_layers": 21,
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+ "model_type": "qwen2",
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+ "num_attention_heads": 16,
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+ "num_hidden_layers": 24,
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+ "num_key_value_heads": 16,
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+ "rms_norm_eps": 1e-06,
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+ "rope_theta": 1000000.0,
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+ "sliding_window": 32768,
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+ "tie_word_embeddings": true,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.38.1",
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+ "use_cache": true,
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+ "use_sliding_window": false,
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+ "vocab_size": 151646
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+ }
merge_config.yaml ADDED
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+ !!python/object:flow_merge.lib.merge_config.ValidatedInputData
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+ __dict__:
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+ base_model: Qwen/Qwen1.5-0.5B
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+ device: !!python/object/apply:flow_merge.lib.constants.DeviceIdentifier
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+ - cpu
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+ directory_settings: !!python/object:flow_merge.lib.merge_settings.DirectorySettings
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+ __dict__:
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+ cache_dir: null
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+ local_dir: ./models
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+ output_dir: ./merged_model
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+ __pydantic_extra__: null
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+ __pydantic_fields_set__: !!set
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+ cache_dir: null
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+ local_dir: null
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+ output_dir: null
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+ __pydantic_private__: null
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+ hf_hub_settings: !!python/object:flow_merge.lib.merge_settings.HfHubSettings
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+ __dict__:
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+ token: null
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+ trust_remote_code: false
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+ __pydantic_extra__: null
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+ __pydantic_fields_set__: !!set {}
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+ __pydantic_private__: null
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+ method: !!python/object/apply:flow_merge.lib.constants.MergeMethodIdentifier
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+ - addition-task-arithmetic
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+ method_global_parameters: !!python/object:flow_merge.lib.merge_settings.MethodGlobalParameters
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+ __dict__:
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+ normalize: false
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+ p: null
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+ scaling_coefficient: 0.7
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+ t: null
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+ top_k: null
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+ __pydantic_extra__: null
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+ __pydantic_fields_set__: !!set
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+ normalize: null
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+ scaling_coefficient: null
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+ __pydantic_private__: null
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+ models:
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+ - !!python/object:flow_merge.lib.merge_settings.RawModelDict
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+ __dict__:
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+ path_or_id: Qwen/Qwen1.5-0.5B
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+ weight: null
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+ __pydantic_extra__: null
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+ __pydantic_fields_set__: !!set
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+ path_or_id: null
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+ __pydantic_private__: null
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+ - !!python/object:flow_merge.lib.merge_settings.RawModelDict
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+ __dict__:
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+ path_or_id: Qwen/Qwen1.5-0.5B-chat
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+ weight: null
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+ __pydantic_extra__: null
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+ __pydantic_fields_set__: !!set
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+ path_or_id: null
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+ __pydantic_private__: null
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+ - !!python/object:flow_merge.lib.merge_settings.RawModelDict
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+ __dict__:
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+ path_or_id: minghaowu/Qwen1.5-0.5B-OpenHermes-2.5
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+ weight: null
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+ __pydantic_extra__: null
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+ __pydantic_fields_set__: !!set
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+ path_or_id: null
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+ __pydantic_private__: null
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+ tokenizer_settings: !!python/object:flow_merge.lib.merge_settings.TokenizerSettings
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+ __dict__:
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+ interpolation_method: linear
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+ mode: base
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+ __pydantic_extra__: null
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+ __pydantic_fields_set__: !!set {}
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+ __pydantic_private__: null
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+ __pydantic_extra__: null
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+ __pydantic_fields_set__: !!set
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+ base_model: null
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+ device: null
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+ directory_settings: null
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+ method: null
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+ method_global_parameters: null
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+ models: null
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+ __pydantic_private__: null
merges.txt ADDED
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