64 lines
2.0 KiB
Markdown
64 lines
2.0 KiB
Markdown
---
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base_model:
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- meta-llama/Meta-Llama-3-8B-Instruct
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library_name: transformers
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tags:
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- mergekit
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- merge
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license: llama3
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---
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# Llama-3-13B-Instruct
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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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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.
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Surprisingly, it is usable for chat and storywriting with Llama 3 Instruct template, though it does occasionally have some grammatical quirks like L3-120B.
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Logical ability (programming, math, science, etc.) has been deteriorated by the merge process.
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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.
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## Finetuned Version
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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.
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## Merge Details
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### Merge Method
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This model was merged using the passthrough merge method.
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### Models Merged
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The following models were included in the merge:
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* [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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dtype: bfloat16
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merge_method: passthrough
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slices:
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- sources:
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- layer_range: [0, 10]
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model: meta-llama/Meta-Llama-3-8B-Instruct
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- sources:
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- layer_range: [5, 15]
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model: meta-llama/Meta-Llama-3-8B-Instruct
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- sources:
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- layer_range: [10, 20]
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model: meta-llama/Meta-Llama-3-8B-Instruct
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- sources:
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- layer_range: [15, 25]
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model: meta-llama/Meta-Llama-3-8B-Instruct
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- sources:
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- layer_range: [20, 25]
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model: meta-llama/Meta-Llama-3-8B-Instruct
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- sources:
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- layer_range: [22, 32]
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model: meta-llama/Meta-Llama-3-8B-Instruct
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```
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## Model Evaluation
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TBD - submitted |