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‎docs/docs/getting_started/reading.md‎

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1. **Getting started:** The section you're in right now. We can get you going from knowing nothing about LlamaIndex and LLMs. [Install the library](/python/framework/getting_started/installation), write your first demo in [five lines of code](/python/framework/getting_started/starter_example), learn more about the [high level concepts](/python/framework/getting_started/concepts) of LLM applications, and then see how you can [customize the five-line example](/python/framework/getting_started/faq) to meet your needs.
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2. **Learn:** Once you've completed the Getting Started section, this is the next place to go. In a series of bite-sized tutorials, we'll walk you through every stage of building a production LlamaIndex application and help you level up on the concepts of the library and LLMs in general as you go.
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2. **Understand:** Once you've completed the Getting Started section, [the Understanding section](/python/framework/understanding) is the next place to go. In a series of bite-sized tutorials, we'll walk you through every stage of building a production LlamaIndex application and help you level up on the concepts of the library and LLMs in general as you go.
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3. **Use cases:** If you're a dev trying to figure out whether LlamaIndex will work for your use case, we have an overview of the types of things you can build.
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3. **Use cases:** If you're a dev trying to figure out whether LlamaIndex will work for your use case, we have [an overview of the types of things you can build](/python/framework/use_cases).
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4. **Examples:** We have rich notebook examples for nearly every feature under the sun. Explore these to find and learn something new about LlamaIndex.
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4. **Examples:** We have [rich notebook examples](/python/examples) for nearly every feature under the sun. Explore these to find and learn something new about LlamaIndex.
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5. **Component guides:** Arranged in the same order of building an LLM application as our Learn section, these are comprehensive, lower-level guides to the individual components of LlamaIndex and how to use them.
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6. **Advanced Topics:** Already got a working LlamaIndex application and looking to further refine it? Our advanced section will walk you through the [first things you should try optimizing](/python/framework/optimizing/basic_strategies/basic_strategies) like your embedding model and chunk size through progressively more complex and subtle customizations all the way to [fine tuning](/python/framework/optimizing/fine-tuning/fine-tuning) your model.
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5. **Component guides:** These are comprehensive, lower-level guides to the individual components of LlamaIndex and how to use them. [Check them out](/python/framework/module_guides).

‎docs/docs/module_guides/models/llms/modules.md‎

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We support integrations with OpenAI, Anthropic, Google, Hugging Face, and more.
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- [AI21](../../../examples/llm/ai21.ipynb)
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- [Anthropic](../../../examples/llm/anthropic.ipynb)
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- [AnyScale](../../../examples/llm/anyscale.ipynb)
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- [ASI](../../../examples/llm/asi1.ipynb)
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- [Azure OpenAI](../../../examples/llm/azure_openai.ipynb)
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- [Baseten](../../../examples/llm/baseten.ipynb)
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- [Bedrock](../../../examples/llm/bedrock.ipynb)
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- [Clarifai](../../../examples/llm/clarifai.ipynb)
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- [Cleanlab](../../../examples/llm/cleanlab.ipynb)
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- [Cohere](../../../examples/llm/cohere.ipynb)
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- [CometAPI](../../../examples/llm/cometapi.ipynb)
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- [Dashscope](../../../examples/llm/dashscope.ipynb)
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- [Dashscope Multi-Modal](../../../examples/multi_modal/dashscope_multi_modal.ipynb)
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- [EverlyAI](../../../examples/llm/everlyai.ipynb)
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- [Featherless AI](../../../examples/llm/featherlessai.ipynb)
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- [Fireworks](../../../examples/llm/fireworks.ipynb)
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- [Friendli](../../../examples/llm/friendli.ipynb)
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- [Google Gen AI](../../../examples/llm/google_genai.ipynb)
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- [Gradient](../../../examples/llm/gradient_base_model.ipynb)
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- [Gradient Model Adapter](../../../examples/llm/gradient_model_adapter.ipynb)
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- [Groq](../../../examples/llm/groq.ipynb)
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- [Heroku](../../../examples/llm/heroku.ipynb)
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- [HuggingFace Camel-7B](../../../examples/customization/llms/SimpleIndexDemo-Huggingface_camel.ipynb)
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- [HuggingFace StableLM](../../../examples/customization/llms/SimpleIndexDemo-Huggingface_stablelm.ipynb)
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- [HuggingFace Llama2](../../../examples/vector_stores/SimpleIndexDemoLlama-Local.ipynb)
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- [Konko](../../../examples/llm/konko.ipynb)
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- [LangChain](../../../examples/llm/langchain.ipynb)
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- [LiteLLM](../../../examples/llm/litellm.ipynb)
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- [Llama API](../../../examples/llm/llama_api.ipynb)
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- [Llama CPP](../../../examples/llm/llama_cpp.ipynb)
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- [LocalAI](../../../examples/llm/localai.ipynb)
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- [MariTalk](../../../examples/llm/maritalk.ipynb)
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- [MistralAI](../../../examples/llm/mistralai.ipynb)
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- [Modelscope](../../../examples/llm/modelscope.ipynb)
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- [MonsterAPI](../../../examples/llm/monsterapi.ipynb)
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- [MyMagic](../../../examples/llm/mymagic.ipynb)
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- [NeutrinoAI](../../../examples/llm/neutrino.ipynb)
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- [Nebius AI](../../../examples/llm/nebius.ipynb)
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- [Nvidia TensorRT-LLM](../../../examples/llm/nvidia_tensorrt.ipynb)
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- [Nvidia Triton](../../../examples/llm/nvidia_triton.ipynb)
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- [Ollama](../../../examples/llm/ollama.ipynb)
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- [OpenAI](../../../examples/llm/openai.ipynb)
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- [OpenRouter](../../../examples/llm/openrouter.ipynb)
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- [Perplexity](../../../examples/llm/perplexity.ipynb)
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- [Pipeshift](../../../examples/llm/pipeshift.ipynb)
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- [PremAI](../../../examples/llm/premai.ipynb)
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- [Portkey](../../../examples/llm/portkey.ipynb)
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- [Predibase](../../../examples/llm/predibase.ipynb)
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- [Replicate Llama2](../../../examples/llm/llama_2.ipynb)
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- [Replicate Vicuna](../../../examples/llm/vicuna.ipynb)
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- [Replicate Vector Index Llama2](../../../examples/vector_stores/SimpleIndexDemoLlama2.ipynb)
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- [RunGPT](../../../examples/llm/rungpt.ipynb)
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- [SageMaker](../../../examples/llm/sagemaker_endpoint_llm.ipynb)
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- [SambaNova Systems](../../../examples/llm/sambanovasystems.ipynb)
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- [Together.ai](../../../examples/llm/together.ipynb)
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- [Upstage](../../../examples/llm/upstage.ipynb)
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- [Vercel AI Gateway](../../../examples/llm/vercel-ai-gateway.ipynb)
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- [vLLM](../../../examples/llm/vllm.ipynb)
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- [Xorbits Inference](../../../examples/llm/xinference_local_deployment.ipynb)
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- [Yi](../../../examples/llm/yi.ipynb)
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- [AI21](/python/examples/llm/ai21.ipynb)
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- [Anthropic](/python/examples/llm/anthropic.ipynb)
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- [AnyScale](/python/examples/llm/anyscale.ipynb)
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- [ASI](/python/examples/llm/asi1.ipynb)
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- [Azure OpenAI](/python/examples/llm/azure_openai.ipynb)
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- [Baseten](/python/examples/llm/baseten.ipynb)
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- [Bedrock](/python/examples/llm/bedrock.ipynb)
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- [Clarifai](/python/examples/llm/clarifai.ipynb)
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- [Cleanlab](/python/examples/llm/cleanlab.ipynb)
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- [Cohere](/python/examples/llm/cohere.ipynb)
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- [CometAPI](/python/examples/llm/cometapi.ipynb)
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- [Dashscope](/python/examples/llm/dashscope.ipynb)
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- [Dashscope Multi-Modal](/python/examples/multi_modal/dashscope_multi_modal.ipynb)
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- [EverlyAI](/python/examples/llm/everlyai.ipynb)
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- [Featherless AI](/python/examples/llm/featherlessai.ipynb)
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- [Fireworks](/python/examples/llm/fireworks.ipynb)
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- [Friendli](/python/examples/llm/friendli.ipynb)
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- [Google Gen AI](/python/examples/llm/google_genai.ipynb)
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- [Gradient](/python/examples/llm/gradient_base_model.ipynb)
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- [Gradient Model Adapter](/python/examples/llm/gradient_model_adapter.ipynb)
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- [Groq](/python/examples/llm/groq.ipynb)
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- [Heroku](/python/examples/llm/heroku.ipynb)
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- [HuggingFace Camel-7B](/python/examples/customization/llms/SimpleIndexDemo-Huggingface_camel.ipynb)
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- [HuggingFace StableLM](/python/examples/customization/llms/SimpleIndexDemo-Huggingface_stablelm.ipynb)
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- [HuggingFace Llama2](/python/examples/vector_stores/SimpleIndexDemoLlama-Local.ipynb)
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- [Konko](/python/examples/llm/konko.ipynb)
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- [LangChain](/python/examples/llm/langchain.ipynb)
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- [LiteLLM](/python/examples/llm/litellm.ipynb)
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- [Llama API](/python/examples/llm/llama_api.ipynb)
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- [Llama CPP](/python/examples/llm/llama_cpp.ipynb)
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- [LocalAI](/python/examples/llm/localai.ipynb)
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- [MariTalk](/python/examples/llm/maritalk.ipynb)
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- [MistralAI](/python/examples/llm/mistralai.ipynb)
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- [Modelscope](/python/examples/llm/modelscope.ipynb)
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- [MonsterAPI](/python/examples/llm/monsterapi.ipynb)
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- [MyMagic](/python/examples/llm/mymagic.ipynb)
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- [NeutrinoAI](/python/examples/llm/neutrino.ipynb)
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- [Nebius AI](/python/examples/llm/nebius.ipynb)
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- [Nvidia TensorRT-LLM](/python/examples/llm/nvidia_tensorrt.ipynb)
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- [Nvidia Triton](/python/examples/llm/nvidia_triton.ipynb)
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- [Ollama](/python/examples/llm/ollama.ipynb)
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- [OpenAI](/python/examples/llm/openai.ipynb)
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- [OpenRouter](/python/examples/llm/openrouter.ipynb)
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- [Perplexity](/python/examples/llm/perplexity.ipynb)
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- [Pipeshift](/python/examples/llm/pipeshift.ipynb)
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- [PremAI](/python/examples/llm/premai.ipynb)
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- [Portkey](/python/examples/llm/portkey.ipynb)
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- [Predibase](/python/examples/llm/predibase.ipynb)
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- [Replicate Llama2](/python/examples/llm/llama_2.ipynb)
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- [Replicate Vicuna](/python/examples/llm/vicuna.ipynb)
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- [Replicate Vector Index Llama2](/python/examples/vector_stores/SimpleIndexDemoLlama2.ipynb)
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- [RunGPT](/python/examples/llm/rungpt.ipynb)
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- [SageMaker](/python/examples/llm/sagemaker_endpoint_llm.ipynb)
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- [SambaNova Systems](/python/examples/llm/sambanovasystems.ipynb)
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- [Together.ai](/python/examples/llm/together.ipynb)
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- [Upstage](/python/examples/llm/upstage.ipynb)
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- [Vercel AI Gateway](/python/examples/llm/vercel-ai-gateway.ipynb)
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- [vLLM](/python/examples/llm/vllm.ipynb)
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- [Xorbits Inference](/python/examples/llm/xinference_local_deployment.ipynb)
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- [Yi](/python/examples/llm/yi.ipynb)

‎docs/docs/optimizing/fine-tuning/fine-tuning.md‎

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- [GPT-3.5 Fine-tuning Notebook (Colab)](https://colab.research.google.com/drive/1NgyCJVyrC2xcZ5lxt2frTU862v6eJHlc?usp=sharing)
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- [GPT-3.5 Fine-tuning Notebook (Notebook link)](/python/examples/finetuning/openai_fine_tuning)
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- [[WIP] Function Calling Fine-tuning](../../examples/finetuning/openai_fine_tuning_functions.ipynb)
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- [[WIP] Function Calling Fine-tuning](/python/examples/finetuning/openai_fine_tuning_functions.ipynb)
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‎docs/docs/use_cases/fine_tuning.md‎

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- [GPT-3.5 Fine-tuning Notebook (Colab)](https://colab.research.google.com/drive/1NgyCJVyrC2xcZ5lxt2frTU862v6eJHlc?usp=sharing)
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- [GPT-3.5 Fine-tuning Notebook (Notebook link)](/python/examples/finetuning/openai_fine_tuning)
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- [[WIP] Function Calling Fine-tuning](../examples/finetuning/openai_fine_tuning_functions.ipynb)
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- [[WIP] Function Calling Fine-tuning](/python/examples/finetuning/openai_fine_tuning_functions.ipynb)
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