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Model: elinas/Llama-3-13B-Instruct
Source: Original Platform

README.md

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+---
+base_model:
+- meta-llama/Meta-Llama-3-8B-Instruct
+library_name: transformers
+tags:
+- mergekit
+- merge
+license: llama3
+---
+# Llama-3-13B-Instruct
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/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.
+
+Use **<u>no repetition penalty or <1.05</u>** or it might go a bit haywire, other than that, it is suitable for writing use. I have not tested it against L3 8B in that regard.
+
+## Finetuned Version
+A finetuned version of this model can be found at [elinas/Llama-3-13B-Instruct-ft](https://huggingface.co/elinas/Llama-3-13B-Instruct-ft) which seems to improve performance.
+
+## Merge Details
+### Merge Method
+
+This model was merged using the passthrough merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+dtype: bfloat16
+merge_method: passthrough
+slices:
+- sources:
+  - layer_range: [0, 10]
+    model: meta-llama/Meta-Llama-3-8B-Instruct
+- sources:
+  - layer_range: [5, 15]
+    model: meta-llama/Meta-Llama-3-8B-Instruct
+- sources:
+  - layer_range: [10, 20]
+    model: meta-llama/Meta-Llama-3-8B-Instruct
+- sources:
+  - layer_range: [15, 25]
+    model: meta-llama/Meta-Llama-3-8B-Instruct
+- sources:
+  - layer_range: [20, 25]
+    model: meta-llama/Meta-Llama-3-8B-Instruct
+- sources:
+  - layer_range: [22, 32]
+    model: meta-llama/Meta-Llama-3-8B-Instruct
+```
+
+## Model Evaluation
+
+TBD - submitted