This is a merge of pre-trained language models created using
mergekit.
The goal was to create a Llama 3 13B model to have a "mid" sized model which Meta has released in the past, but I would consider this a base model to be further finetuned on.
Surprisingly, it is usable for chat and storywriting with Llama 3 Instruct template, though it does occasionally have some grammatical quirks like L3-120B.
Logical ability (programming, math, science, etc.) has been deteriorated by the merge process.
A finetuned version of this model can be found at
elinas/Llama-3-13B-Instruct-ft which seems to improve performance.
This model was merged using the passthrough merge method.
1dtype: bfloat16
2merge_method: passthrough
3slices:
4- sources:
5 - layer_range: [0, 10]
6 model: meta-llama/Meta-Llama-3-8B-Instruct
7- sources:
8 - layer_range: [5, 15]
9 model: meta-llama/Meta-Llama-3-8B-Instruct
10- sources:
11 - layer_range: [10, 20]
12 model: meta-llama/Meta-Llama-3-8B-Instruct
13- sources:
14 - layer_range: [15, 25]
15 model: meta-llama/Meta-Llama-3-8B-Instruct
16- sources:
17 - layer_range: [20, 25]
18 model: meta-llama/Meta-Llama-3-8B-Instruct
19- sources:
20 - layer_range: [22, 32]
21 model: meta-llama/Meta-Llama-3-8B-Instruct