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+ ---
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+ license: llama2
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+ library_name: transformers
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+ tags:
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+ - llama
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+ - merge
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+ datasets:
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+ - GBaker/MedQA-USMLE-4-options
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+ - cognitivecomputations/samantha-data
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+ - shibing624/medical
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+ ---
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+
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+ # Dr. Samantha
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+
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+ <p align="center">
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+ <img src="https://huggingface.co/sethuiyer/Dr_Samantha-7b/resolve/main/dr_samantha_anime_style_reduced_quality.webp" height="256px" alt="SynthIQ">
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+ </p>
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+
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+ ## Overview
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+
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+ Dr. Samantha is a language model made by merging `Severus27/BeingWell_llama2_7b` and `ParthasarathyShanmugam/llama-2-7b-samantha` using [mergekit](https://github.com/cg123/mergekit).
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+
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+ Has capabilities of a medical knowledge-focused model (trained on USMLE databases and doctor-patient interactions) with the philosophical, psychological, and relational understanding of the Samantha-7b model.
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+
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+ As both a medical consultant and personal counselor, Dr.Samantha could effectively support both physical and mental wellbeing - important for whole-person care.
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+
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+
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+ # Yaml Config
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+
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+ ```yaml
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+
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+ slices:
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+ - sources:
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+ - model: Severus27/BeingWell_llama2_7b
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+ layer_range: [0, 32]
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+ - model: ParthasarathyShanmugam/llama-2-7b-samantha
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+ layer_range: [0, 32]
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+
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+ merge_method: slerp
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+ base_model: TinyPixel/Llama-2-7B-bf16-sharded
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+
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+ parameters:
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+ t:
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+ - filter: self_attn
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+ value: [0, 0.5, 0.3, 0.7, 1]
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+ - filter: mlp
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+ value: [1, 0.5, 0.7, 0.3, 0]
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+ - value: 0.5 # fallback for rest of tensors
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+ tokenizer_source: union
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+
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+ dtype: bfloat16
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+
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+ ```