These are GGUF quants for https://huggingface.co/saishf/Nous-Lotus-10.7B
merge
This is a merge of pre-trained language models created using mergekit.
Merge Details
This model is a slerp between SnowLotus-v2 & Nous-Hermes-2-SOLAR, I found snowlotus was awesome to talk to but lacked when prompting with out-there characters. Nous Hermes seemed to handle those characters a lot better, so i decided to merge the two.
This is my first merge so it could perform badly or may not even work
Extra Info
Both models are solar based so context should be 4096
SnowLotus uses Alpaca
Nous Hermes uses ChatML
Both seem to work but i don't exactly know which performs better
Merge Method
This model was merged using the SLERP merge method.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
slices:
- sources:
- model: BlueNipples/SnowLotus-v2-10.7B
layer_range: [0, 48]
- model: NousResearch/Nous-Hermes-2-SOLAR-10.7B
layer_range: [0, 48]
merge_method: slerp
base_model: BlueNipples/SnowLotus-v2-10.7B
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16
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