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README.md ADDED
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+ ---
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+ base_model:
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+ - deepseek-ai/deepseek-math-7b-instruct
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+ - deepseek-ai/deepseek-coder-7b-base-v1.5
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+ - deepseek-ai/deepseek-coder-7b-instruct-v1.5
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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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+ # taskarithmetic
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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 [Task Arithmetic](https://arxiv.org/abs/2212.04089) merge method using [deepseek-ai/deepseek-coder-7b-base-v1.5](https://huggingface.co/deepseek-ai/deepseek-coder-7b-base-v1.5) 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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+ * [deepseek-ai/deepseek-math-7b-instruct](https://huggingface.co/deepseek-ai/deepseek-math-7b-instruct)
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+ * [deepseek-ai/deepseek-coder-7b-instruct-v1.5](https://huggingface.co/deepseek-ai/deepseek-coder-7b-instruct-v1.5)
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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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+ # Task Arithmetic
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+ # Each lambda is 0.3, refer to AdaMerging Fig.1 [https://arxiv.org/abs/2310.02575]
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+ base_model: deepseek-ai/deepseek-coder-7b-base-v1.5
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+ models:
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+ - model: deepseek-ai/deepseek-math-7b-instruct
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+ parameters:
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+ weight: 1.0
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+ - model: deepseek-ai/deepseek-coder-7b-instruct-v1.5
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+ parameters:
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+ weight: 1.0
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+ merge_method: task_arithmetic
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+ parameters:
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+ normalize: false
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+ lambda: 0.3
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+ dtype: float16
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+ tokenizer:
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+ source: union
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+
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+ #MODEL_NAME=deepseek-ai/deepseek-math-7b-instruct
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+ #MODEL_NAME=deepseek-ai/deepseek-coder-7b-instruct-v1.5
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+ ```
config.json ADDED
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+ {
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+ "architectures": [
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+ "LlamaForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 100000,
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+ "eos_token_id": 100001,
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+ "head_dim": 128,
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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": 11008,
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+ "max_position_embeddings": 4096,
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+ "mlp_bias": false,
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+ "model_type": "llama",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 30,
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+ "num_key_value_heads": 32,
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+ "pretraining_tp": 1,
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+ "rms_norm_eps": 1e-06,
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+ "rope_scaling": null,
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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": "4.52.4",
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+ "use_cache": true,
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+ "vocab_size": 100016
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+ }
mergekit_config.yml ADDED
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+ # Task Arithmetic
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+ # Each lambda is 0.3, refer to AdaMerging Fig.1 [https://arxiv.org/abs/2310.02575]
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+ base_model: deepseek-ai/deepseek-coder-7b-base-v1.5
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+ models:
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+ - model: deepseek-ai/deepseek-math-7b-instruct
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+ parameters:
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+ weight: 1.0
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+ - model: deepseek-ai/deepseek-coder-7b-instruct-v1.5
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+ parameters:
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+ weight: 1.0
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+ merge_method: task_arithmetic
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+ parameters:
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+ normalize: false
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+ lambda: 0.3
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+ dtype: float16
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+ tokenizer:
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+ source: union
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+
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+ #MODEL_NAME=deepseek-ai/deepseek-math-7b-instruct
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+ #MODEL_NAME=deepseek-ai/deepseek-coder-7b-instruct-v1.5
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