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Update README and WISHLIST for the Genkit RAG notebook
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kinarr committed Oct 28, 2024
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5 changes: 3 additions & 2 deletions README.md
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Expand Up @@ -78,13 +78,14 @@ You can find the Gemma models on GitHub, Hugging Face models, Kaggle, Google Clo
| [Minimal_RAG.ipynb](Gemma/Minimal_RAG.ipynb) | Minimal example of building a RAG system with Gemma using [Google UniSim](https://github.com/google/unisim) and [Hugging Face](https://huggingface.co/). |
| [RAG_PDF_Search_in_multiple_documents_on_Colab.ipynb](Gemma/RAG_PDF_Search_in_multiple_documents_on_Colab.ipynb) | RAG PDF Search in multiple documents using Gemma 2 2B on Google Colab. |
| [Using_Gemma_with_LangChain.ipynb](Gemma/Using_Gemma_with_LangChain.ipynb) | Examples to demonstrate using Gemma with [LangChain](https://www.langchain.com/). |
| [Using_Gemma_with_Elasticsearch_and_LangChain.ipynb](Gemma/Using_Gemma_with_Elasticsearch_and_LangChain.ipynb) | Example to demonstrate a RAG using Gemma with [Elasticsearch](https://www.elastic.co/elasticsearch/), [Ollama](https://www.ollama.com/) and [LangChain](https://www.langchain.com/). |
| [Using_Gemma_with_Elasticsearch_and_LangChain.ipynb](Gemma/Using_Gemma_with_Elasticsearch_and_LangChain.ipynb) | Example to demonstrate using Gemma with [Elasticsearch](https://www.elastic.co/elasticsearch/), [Ollama](https://www.ollama.com/) and [LangChain](https://www.langchain.com/). |
| [Gemma_with_Firebase_Genkit_and_Ollama.ipynb](Gemma/Gemma_with_Firebase_Genkit_and_Ollama.ipynb) | Example to demonstrate using Gemma with [Firebase Genkit](https://firebase.google.com/docs/genkit/) and [Ollama](https://www.ollama.com/) |
| [Gemma_RAG_LlamaIndex.ipynb](Gemma/Gemma_RAG_LlamaIndex.ipynb) | RAG example with [LlamaIndex](https://www.llamaindex.ai/) using Gemma. |
| **Finetuning** | |
| [Finetune_with_Axolotl.ipynb](Gemma/Finetune_with_Axolotl.ipynb) | Finetune Gemma using [Axolotl](https://github.com/OpenAccess-AI-Collective/axolotl). |
| [Finetune_with_XTuner.ipynb](Gemma/Finetune_with_XTuner.ipynb) | Finetune Gemma using [XTuner](https://github.com/InternLM/xtuner). |
| [Finetune_with_LLaMA_Factory.ipynb](Gemma/Finetune_with_LLaMA_Factory.ipynb) | Finetune Gemma using [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory). |
| [Custom_Vocabulary.ipynb](Gemma/Custom_Vocabulary.ipynb) | Demonstrate how to use a custom vocabulary "<unused[0-98]>" tokens in Gemma. |
| [Custom_Vocabulary.ipynb](Gemma/Custom_Vocabulary.ipynb) | Demonstrate how to use a custom vocabulary "<unused[0-98]>" tokens in Gemma. |
| **Alignment** | |
| [Aligning_DPO_Gemma_2b_it.ipynb](Gemma/Aligning_DPO_Gemma_2b_it.ipynb) | Demonstrate how to align a Gemma model using DPO (Direct Preference Optimization) with [Hugging Face TRL](https://huggingface.co/docs/trl/en/index). |
| **Evaluation** | |
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1 change: 0 additions & 1 deletion WISHLIST.md
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A wish list of cookbooks showcasing:

* Inference
* Integration with [Google GenKit](https://firebase.google.com/products/genkit)
* [SGLang](https://github.com/sgl-project/sglang) integration

* Fine-tuning
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