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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ tags:
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+ - merge
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+ - mergekit
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+ - mlabonne/NeuralDaredevil-7B
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+ - Gille/StrangeMerges_21-7B-slerp
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+ - CultriX/NeuralTrix-7B-dpo
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+ ---
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+
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+ # pikus-pikantny-7B-dare
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+
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+ pikus-pikantny-7B-dare is a DARE merge of the following models using [mergekit](https://github.com/cg123/mergekit):
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+ * [mlabonne/NeuralDaredevil-7B](https://huggingface.co/mlabonne/NeuralDaredevil-7B)
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+ * [Gille/StrangeMerges_21-7B-slerp](https://huggingface.co/Gille/StrangeMerges_21-7B-slerp)
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+ * [CultriX/NeuralTrix-7B-dpo](https://huggingface.co/CultriX/NeuralTrix-7B-dpo)
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+
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+ See the paper [Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch](https://arxiv.org/abs/2311.03099) for more on the method.
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+
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+ ## 🧩 Configuration
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+
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+ ```yaml
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+ models:
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+ - model: bardsai/jaskier-7b-dpo-v5.6
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+ # No parameters necessary for base model
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+ - model: mlabonne/NeuralDaredevil-7B
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+ parameters:
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+ density: 0.53
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+ weight: 0.3
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+ - model: Gille/StrangeMerges_21-7B-slerp
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+ parameters:
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+ density: 0.53
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+ weight: 0.4
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+ - model: CultriX/NeuralTrix-7B-dpo
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+ parameters:
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+ density: 0.53
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+ weight: 0.3
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+ merge_method: dare_ties
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+ base_model: bardsai/jaskier-7b-dpo-v5.6
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+ parameters:
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+ int8_mask: true
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+ dtype: bfloat16
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "bardsai/jaskier-7b-dpo-v5.6",
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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": 10000.0,
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+ "sliding_window": 4096,
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+ "tie_word_embeddings": false,
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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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+ "vocab_size": 32000
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+ }
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+
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+ models:
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+ - model: bardsai/jaskier-7b-dpo-v5.6
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+ # No parameters necessary for base model
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+ - model: mlabonne/NeuralDaredevil-7B
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+ parameters:
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+ density: 0.53
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+ weight: 0.3
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+ - model: Gille/StrangeMerges_21-7B-slerp
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+ parameters:
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+ density: 0.53
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+ weight: 0.4
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+ - model: CultriX/NeuralTrix-7B-dpo
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+ parameters:
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+ density: 0.53
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+ weight: 0.3
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+ merge_method: dare_ties
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+ base_model: bardsai/jaskier-7b-dpo-v5.6
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+ parameters:
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+ int8_mask: true
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+ dtype: bfloat16
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