Examples 📖

Examples by LLM API Providers 🤖

API Provider	Example File
Anthropic	anthropic_instruction_dataset_example.py
Azure AI	azure_ai_preference_dataset_example.py
Azure	azure_summarization_dataset_example.py
Bedrock	bedrock_raw_dataset_example.py
Gemini	gemini_langfuse_raw_dataset_example.py
Groq	groq_preference_dataset_example.py
Hugging Face	huggingface_instruction_dataset_example.py
Mistral	mistral_preference_dataset_example.py
Ollama	ollama_preference_dataset_example.py
OpenAI	openai_raw_dataset_example.py
SageMaker	sagemaker_summarization_dataset_example.py
Vertex AI	vertex_ai_text_classification_dataset_example.py
vLLM	vllm_sentiment_analysis_dataset_example.py
xAI	xai_raw_dataset_example.py
DeepSeek	[deepseek_instruction_dataset_example.py]https://github.com/Shekswess/synthgenai/blob/main/examples/deepseek_instruction_dataset_example.py)

Examples by Dataset Types 📚

Dataset Type	Example File
Instruction Dataset	anthropic_instruction_dataset_example.py, huggingface_instruction_dataset_example.py
Preference Dataset	azure_ai_preference_dataset_example.py, groq_preference_dataset_example.py, mistral_preference_dataset_example.py, ollama_preference_dataset_example.py
Raw Dataset	bedrock_raw_dataset_example.py, gemini_langfuse_raw_dataset_example.py, openai_raw_dataset_example.py
Sentiment Analysis	vllm_sentiment_analysis_dataset_example.py
Summarization Dataset	azure_summarization_dataset_example.py, sagemaker_summarization_dataset_example.py
Text Classification	vertex_ai_text_classification_dataset_example.py