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README.md ADDED
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+ ---
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+ base_model:
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+ - Undi95/PsyMedRP-v1-20B
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+ - Undi95/MXLewd-L2-20B
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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 SLERP 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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+ * [Undi95/PsyMedRP-v1-20B](https://huggingface.co/Undi95/PsyMedRP-v1-20B)
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+ * [Undi95/MXLewd-L2-20B](https://huggingface.co/Undi95/MXLewd-L2-20B)
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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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+ slices:
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+ - sources:
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+ - model: Undi95/PsyMedRP-v1-20B
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+ layer_range: [0, 62] # PsyMedRP has 62 layers
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+ - model: Undi95/MXLewd-L2-20B
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+ layer_range: [0, 62] # MXLewd has 62 layers
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+ merge_method: slerp # Changing to SLERP method
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+ base_model: Undi95/PsyMedRP-v1-20B
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+ parameters:
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+ t:
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+ - filter: self_attn
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+ value: [0.6, 0.4, 0.6, 0.4, 0.6]
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+ - filter: mlp
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+ value: [0.4, 0.6, 0.4, 0.6, 0.4]
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+ - value: 0.5
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+ dtype: bfloat16 # Use preferred dtype
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "Undi95/PsyMedRP-v1-20B",
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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": 1,
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+ "eos_token_id": 2,
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+ "hidden_act": "silu",
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+ "hidden_size": 5120,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 13824,
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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": 40,
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+ "num_hidden_layers": 62,
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+ "num_key_value_heads": 40,
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+ "pretraining_tp": 1,
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+ "rms_norm_eps": 1e-05,
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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": "bfloat16",
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+ "transformers_version": "4.44.1",
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+ "use_cache": false,
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+ "vocab_size": 32000
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+ }
mergekit_config.yml ADDED
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+ slices:
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+ - sources:
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+ - model: Undi95/PsyMedRP-v1-20B
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+ layer_range: [0, 62] # PsyMedRP has 62 layers
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+ - model: Undi95/MXLewd-L2-20B
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+ layer_range: [0, 62] # MXLewd has 62 layers
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+ merge_method: slerp # Changing to SLERP method
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+ base_model: Undi95/PsyMedRP-v1-20B
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+ parameters:
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+ t:
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+ - filter: self_attn
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+ value: [0.6, 0.4, 0.6, 0.4, 0.6]
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+ - filter: mlp
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+ value: [0.4, 0.6, 0.4, 0.6, 0.4]
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+ - value: 0.5
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+ dtype: bfloat16 # Use preferred dtype
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