diff --git a/llm-lora-finetuning/.assets/model.png b/llm-litgpt-finetuning/.assets/model.png
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rename from llm-lora-finetuning/.assets/model.png
rename to llm-litgpt-finetuning/.assets/model.png
diff --git a/llm-lora-finetuning/.copier-answers.yml b/llm-litgpt-finetuning/.copier-answers.yml
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rename from llm-lora-finetuning/.copier-answers.yml
rename to llm-litgpt-finetuning/.copier-answers.yml
diff --git a/llm-lora-finetuning/.dockerignore b/llm-litgpt-finetuning/.dockerignore
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rename from llm-lora-finetuning/.dockerignore
rename to llm-litgpt-finetuning/.dockerignore
diff --git a/llm-lora-finetuning/LICENSE b/llm-litgpt-finetuning/LICENSE
similarity index 100%
rename from llm-lora-finetuning/LICENSE
rename to llm-litgpt-finetuning/LICENSE
diff --git a/llm-lora-finetuning/README.md b/llm-litgpt-finetuning/README.md
similarity index 98%
rename from llm-lora-finetuning/README.md
rename to llm-litgpt-finetuning/README.md
index 94267385..ee7fc923 100644
--- a/llm-lora-finetuning/README.md
+++ b/llm-litgpt-finetuning/README.md
@@ -1,6 +1,6 @@
-# ☮️ Fine-tuning open source LLMs using MLOps pipelines
+# ☮️ Fine-tuning open source LLMs using MLOps pipelines with LitGPT
 
-Welcome to your newly generated "ZenML LLM Finetuning project" project! This is
+Welcome to your newly generated "ZenML LLM LitGPT Finetuning" project! This is
 a great way to get hands-on with ZenML using production-like template. 
 The project contains a collection of ZenML steps, pipelines and other artifacts
 and useful resources that can serve as a solid starting point for finetuning open-source LLMs using ZenML.
diff --git a/llm-lora-finetuning/configs/eval.yaml b/llm-litgpt-finetuning/configs/eval.yaml
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rename from llm-lora-finetuning/configs/eval.yaml
rename to llm-litgpt-finetuning/configs/eval.yaml
diff --git a/llm-lora-finetuning/configs/feature-alpaca.yaml b/llm-litgpt-finetuning/configs/feature-alpaca.yaml
similarity index 100%
rename from llm-lora-finetuning/configs/feature-alpaca.yaml
rename to llm-litgpt-finetuning/configs/feature-alpaca.yaml
diff --git a/llm-lora-finetuning/configs/feature-custom.yaml b/llm-litgpt-finetuning/configs/feature-custom.yaml
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rename from llm-lora-finetuning/configs/feature-custom.yaml
rename to llm-litgpt-finetuning/configs/feature-custom.yaml
diff --git a/llm-lora-finetuning/configs/finetune-alpaca.yaml b/llm-litgpt-finetuning/configs/finetune-alpaca.yaml
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rename from llm-lora-finetuning/configs/finetune-alpaca.yaml
rename to llm-litgpt-finetuning/configs/finetune-alpaca.yaml
diff --git a/llm-lora-finetuning/configs/finetune-from-dataset.yaml b/llm-litgpt-finetuning/configs/finetune-from-dataset.yaml
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rename from llm-lora-finetuning/configs/finetune-from-dataset.yaml
rename to llm-litgpt-finetuning/configs/finetune-from-dataset.yaml
diff --git a/llm-lora-finetuning/configs/merge.yaml b/llm-litgpt-finetuning/configs/merge.yaml
similarity index 100%
rename from llm-lora-finetuning/configs/merge.yaml
rename to llm-litgpt-finetuning/configs/merge.yaml
diff --git a/llm-lora-finetuning/evaluate/lm_eval_harness.py b/llm-litgpt-finetuning/evaluate/lm_eval_harness.py
similarity index 100%
rename from llm-lora-finetuning/evaluate/lm_eval_harness.py
rename to llm-litgpt-finetuning/evaluate/lm_eval_harness.py
diff --git a/llm-lora-finetuning/finetune/adapter.py b/llm-litgpt-finetuning/finetune/adapter.py
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rename from llm-lora-finetuning/finetune/adapter.py
rename to llm-litgpt-finetuning/finetune/adapter.py
diff --git a/llm-lora-finetuning/finetune/adapter_v2.py b/llm-litgpt-finetuning/finetune/adapter_v2.py
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rename from llm-lora-finetuning/finetune/adapter_v2.py
rename to llm-litgpt-finetuning/finetune/adapter_v2.py
diff --git a/llm-lora-finetuning/finetune/full.py b/llm-litgpt-finetuning/finetune/full.py
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rename from llm-lora-finetuning/finetune/full.py
rename to llm-litgpt-finetuning/finetune/full.py
diff --git a/llm-lora-finetuning/finetune/lora.py b/llm-litgpt-finetuning/finetune/lora.py
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rename from llm-lora-finetuning/finetune/lora.py
rename to llm-litgpt-finetuning/finetune/lora.py
diff --git a/llm-lora-finetuning/generate/adapter.py b/llm-litgpt-finetuning/generate/adapter.py
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rename from llm-lora-finetuning/generate/adapter.py
rename to llm-litgpt-finetuning/generate/adapter.py
diff --git a/llm-lora-finetuning/generate/adapter_v2.py b/llm-litgpt-finetuning/generate/adapter_v2.py
similarity index 100%
rename from llm-lora-finetuning/generate/adapter_v2.py
rename to llm-litgpt-finetuning/generate/adapter_v2.py
diff --git a/llm-lora-finetuning/generate/base.py b/llm-litgpt-finetuning/generate/base.py
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rename from llm-lora-finetuning/generate/base.py
rename to llm-litgpt-finetuning/generate/base.py
diff --git a/llm-lora-finetuning/generate/full.py b/llm-litgpt-finetuning/generate/full.py
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rename from llm-lora-finetuning/generate/full.py
rename to llm-litgpt-finetuning/generate/full.py
diff --git a/llm-lora-finetuning/generate/lora.py b/llm-litgpt-finetuning/generate/lora.py
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rename from llm-lora-finetuning/generate/lora.py
rename to llm-litgpt-finetuning/generate/lora.py
diff --git a/llm-lora-finetuning/generate/sequentially.py b/llm-litgpt-finetuning/generate/sequentially.py
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rename from llm-lora-finetuning/generate/sequentially.py
rename to llm-litgpt-finetuning/generate/sequentially.py
diff --git a/llm-lora-finetuning/generate/tp.py b/llm-litgpt-finetuning/generate/tp.py
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rename from llm-lora-finetuning/generate/tp.py
rename to llm-litgpt-finetuning/generate/tp.py
diff --git a/llm-lora-finetuning/lit_gpt/__init__.py b/llm-litgpt-finetuning/lit_gpt/__init__.py
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rename from llm-lora-finetuning/lit_gpt/__init__.py
rename to llm-litgpt-finetuning/lit_gpt/__init__.py
diff --git a/llm-lora-finetuning/lit_gpt/adapter.py b/llm-litgpt-finetuning/lit_gpt/adapter.py
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rename from llm-lora-finetuning/lit_gpt/adapter.py
rename to llm-litgpt-finetuning/lit_gpt/adapter.py
diff --git a/llm-lora-finetuning/lit_gpt/adapter_v2.py b/llm-litgpt-finetuning/lit_gpt/adapter_v2.py
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rename from llm-lora-finetuning/lit_gpt/adapter_v2.py
rename to llm-litgpt-finetuning/lit_gpt/adapter_v2.py
diff --git a/llm-lora-finetuning/lit_gpt/args.py b/llm-litgpt-finetuning/lit_gpt/args.py
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rename from llm-lora-finetuning/lit_gpt/args.py
rename to llm-litgpt-finetuning/lit_gpt/args.py
diff --git a/llm-lora-finetuning/lit_gpt/config.py b/llm-litgpt-finetuning/lit_gpt/config.py
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rename from llm-lora-finetuning/lit_gpt/config.py
rename to llm-litgpt-finetuning/lit_gpt/config.py
diff --git a/llm-lora-finetuning/lit_gpt/lora.py b/llm-litgpt-finetuning/lit_gpt/lora.py
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rename from llm-lora-finetuning/lit_gpt/lora.py
rename to llm-litgpt-finetuning/lit_gpt/lora.py
diff --git a/llm-lora-finetuning/lit_gpt/model.py b/llm-litgpt-finetuning/lit_gpt/model.py
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rename from llm-lora-finetuning/lit_gpt/model.py
rename to llm-litgpt-finetuning/lit_gpt/model.py
diff --git a/llm-lora-finetuning/lit_gpt/packed_dataset.py b/llm-litgpt-finetuning/lit_gpt/packed_dataset.py
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rename from llm-lora-finetuning/lit_gpt/packed_dataset.py
rename to llm-litgpt-finetuning/lit_gpt/packed_dataset.py
diff --git a/llm-lora-finetuning/lit_gpt/rmsnorm.py b/llm-litgpt-finetuning/lit_gpt/rmsnorm.py
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rename from llm-lora-finetuning/lit_gpt/rmsnorm.py
rename to llm-litgpt-finetuning/lit_gpt/rmsnorm.py
diff --git a/llm-lora-finetuning/lit_gpt/tokenizer.py b/llm-litgpt-finetuning/lit_gpt/tokenizer.py
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rename from llm-lora-finetuning/lit_gpt/tokenizer.py
rename to llm-litgpt-finetuning/lit_gpt/tokenizer.py
diff --git a/llm-lora-finetuning/lit_gpt/utils.py b/llm-litgpt-finetuning/lit_gpt/utils.py
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rename from llm-lora-finetuning/lit_gpt/utils.py
rename to llm-litgpt-finetuning/lit_gpt/utils.py
diff --git a/llm-lora-finetuning/materializers/__init__.py b/llm-litgpt-finetuning/materializers/__init__.py
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rename from llm-lora-finetuning/materializers/__init__.py
rename to llm-litgpt-finetuning/materializers/__init__.py
diff --git a/llm-lora-finetuning/materializers/directory_materializer.py b/llm-litgpt-finetuning/materializers/directory_materializer.py
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rename from llm-lora-finetuning/materializers/directory_materializer.py
rename to llm-litgpt-finetuning/materializers/directory_materializer.py
diff --git a/llm-lora-finetuning/pipelines/__init__.py b/llm-litgpt-finetuning/pipelines/__init__.py
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rename from llm-lora-finetuning/pipelines/__init__.py
rename to llm-litgpt-finetuning/pipelines/__init__.py
diff --git a/llm-lora-finetuning/pipelines/evaluate.py b/llm-litgpt-finetuning/pipelines/evaluate.py
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rename from llm-lora-finetuning/pipelines/evaluate.py
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diff --git a/llm-lora-finetuning/pipelines/feature_engineering.py b/llm-litgpt-finetuning/pipelines/feature_engineering.py
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rename from llm-lora-finetuning/pipelines/feature_engineering.py
rename to llm-litgpt-finetuning/pipelines/feature_engineering.py
diff --git a/llm-lora-finetuning/pipelines/finetuning.py b/llm-litgpt-finetuning/pipelines/finetuning.py
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rename from llm-lora-finetuning/pipelines/finetuning.py
rename to llm-litgpt-finetuning/pipelines/finetuning.py
diff --git a/llm-lora-finetuning/pipelines/merge.py b/llm-litgpt-finetuning/pipelines/merge.py
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rename from llm-lora-finetuning/pipelines/merge.py
rename to llm-litgpt-finetuning/pipelines/merge.py
diff --git a/llm-lora-finetuning/requirements.txt b/llm-litgpt-finetuning/requirements.txt
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rename from llm-lora-finetuning/requirements.txt
rename to llm-litgpt-finetuning/requirements.txt
diff --git a/llm-lora-finetuning/run.py b/llm-litgpt-finetuning/run.py
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rename to llm-litgpt-finetuning/run.py
diff --git a/llm-lora-finetuning/scripts/convert_hf_checkpoint.py b/llm-litgpt-finetuning/scripts/convert_hf_checkpoint.py
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diff --git a/llm-lora-finetuning/scripts/convert_lit_checkpoint.py b/llm-litgpt-finetuning/scripts/convert_lit_checkpoint.py
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rename from llm-lora-finetuning/scripts/convert_lit_checkpoint.py
rename to llm-litgpt-finetuning/scripts/convert_lit_checkpoint.py
diff --git a/llm-lora-finetuning/scripts/convert_pretrained_checkpoint.py b/llm-litgpt-finetuning/scripts/convert_pretrained_checkpoint.py
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rename from llm-lora-finetuning/scripts/convert_pretrained_checkpoint.py
rename to llm-litgpt-finetuning/scripts/convert_pretrained_checkpoint.py
diff --git a/llm-lora-finetuning/scripts/download.py b/llm-litgpt-finetuning/scripts/download.py
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rename from llm-lora-finetuning/scripts/download.py
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diff --git a/llm-lora-finetuning/scripts/merge_lora.py b/llm-litgpt-finetuning/scripts/merge_lora.py
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rename from llm-lora-finetuning/scripts/merge_lora.py
rename to llm-litgpt-finetuning/scripts/merge_lora.py
diff --git a/llm-lora-finetuning/scripts/prepare_alpaca.py b/llm-litgpt-finetuning/scripts/prepare_alpaca.py
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rename from llm-lora-finetuning/scripts/prepare_alpaca.py
rename to llm-litgpt-finetuning/scripts/prepare_alpaca.py
diff --git a/llm-lora-finetuning/scripts/prepare_csv.py b/llm-litgpt-finetuning/scripts/prepare_csv.py
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rename from llm-lora-finetuning/scripts/prepare_csv.py
rename to llm-litgpt-finetuning/scripts/prepare_csv.py
diff --git a/llm-lora-finetuning/scripts/prepare_dolly.py b/llm-litgpt-finetuning/scripts/prepare_dolly.py
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rename from llm-lora-finetuning/scripts/prepare_dolly.py
rename to llm-litgpt-finetuning/scripts/prepare_dolly.py
diff --git a/llm-lora-finetuning/scripts/prepare_flan.py b/llm-litgpt-finetuning/scripts/prepare_flan.py
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rename from llm-lora-finetuning/scripts/prepare_flan.py
rename to llm-litgpt-finetuning/scripts/prepare_flan.py
diff --git a/llm-lora-finetuning/scripts/prepare_lima.py b/llm-litgpt-finetuning/scripts/prepare_lima.py
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rename from llm-lora-finetuning/scripts/prepare_lima.py
rename to llm-litgpt-finetuning/scripts/prepare_lima.py
diff --git a/llm-lora-finetuning/scripts/prepare_longform.py b/llm-litgpt-finetuning/scripts/prepare_longform.py
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diff --git a/llm-lora-finetuning/scripts/prepare_openwebtext.py b/llm-litgpt-finetuning/scripts/prepare_openwebtext.py
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diff --git a/llm-lora-finetuning/steps/__init__.py b/llm-litgpt-finetuning/steps/__init__.py
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diff --git a/llm-lora-finetuning/steps/params.py b/llm-litgpt-finetuning/steps/params.py
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rename from llm-lora-finetuning/steps/utils.py
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