QuietImpostor
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Update README.md
Browse filesAdded update about no more finetuning.
README.md
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This is a prune of [Llama 3 Refueled](https://www.huggingface.co/refuelai/llama-3-refueled) using [mergekit](https://github.com/cg123/mergekit) and [PruneMe](https://www.github.com/arcee-ai/PruneMe)
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The model is semi-tested, but still needs some debugging, namely with converting to GGUF, though I am working on that.
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Note: the [dataset](https://www.huggingface.co/yahma/alpaca-cleaned) was used for evaluating what layers should be pruned. This model was **NOT**
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### Performance
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After only 1 test because of lack of compute and for stupid long inference times on my 3060ti (8GB), it does show some interesting results.
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Even without finetuning, the model still exhibits some extent of instruction following.
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And fine-tuning is a WIP and I will update this when it's ready.
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### Configuration
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This is a prune of [Llama 3 Refueled](https://www.huggingface.co/refuelai/llama-3-refueled) using [mergekit](https://github.com/cg123/mergekit) and [PruneMe](https://www.github.com/arcee-ai/PruneMe)
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The model is semi-tested, but still needs some debugging, namely with converting to GGUF, though I am working on that.
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Note: the [dataset](https://www.huggingface.co/yahma/alpaca-cleaned) was used for evaluating what layers should be pruned. This model was **NOT** finetuned.
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### Performance
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After only 1 test because of lack of compute and for stupid long inference times on my 3060ti (8GB), it does show some interesting results.
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Even without finetuning, the model still exhibits some extent of instruction following.
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And fine-tuning is a WIP and I will update this when it's ready.
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Finetuning is no longer in progress due to issues with unsloth. However, I am working on a project that will hopefully make pruning models easier.
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### Configuration
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