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+ Quantization made by Richard Erkhov.
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+ [Github](https://github.com/RichardErkhov)
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+ [Discord](https://discord.gg/pvy7H8DZMG)
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+
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+ [Request more models](https://github.com/RichardErkhov/quant_request)
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+
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+ Phi-5B-Test - bnb 4bits
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+ - Model creator: https://huggingface.co/Replete-AI/
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+ - Original model: https://huggingface.co/Replete-AI/Phi-5B-Test/
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+
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+ Original model description:
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+ ---
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+ base_model: []
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+ tags:
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+ - mergekit
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+ - merge
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+ license: mit
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+ ---
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+ # Untitled Model (1)
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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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+ ## Merge Details
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+ ### Merge Method
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+
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+ This model was merged using the passthrough 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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+ * https://huggingface.co/liminerity/Phigments12
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+ * https://huggingface.co/l3utterfly/phi-2-layla-v1-chatml
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+
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+ * and then depth upscaled
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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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+ ```yaml
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+ models:
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+ - model: liminerity/Phigments12
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+ parameters:
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+ density: [1, 0.7, 0.1] # density gradient
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+ weight: 1.0
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+ - model: l3utterfly/phi-2-layla-v1-chatml
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+ parameters:
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+ density: 0.8
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+ weight: [0, 0.5, 0.7, 1] # weight gradient
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+
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+ merge_method: dare_ties
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+ base_model: liminerity/Phigments12
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+ parameters:
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+ normalize: true
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+ int8_mask: true
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+ dtype: float16
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+ ```
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+
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+
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+ ```yaml
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+ dtype: float16
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+ merge_method: passthrough
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+ slices:
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+ - sources:
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+ - model: phi/
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+ layer_range: [0,32]
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+ - sources:
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+ - model: phi/
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+ layer_range: [0,32]
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+
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+ ```
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+
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+ # [Join the Replete AI Discord here!](https://discord.gg/tG5aY4EX4T)
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+