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Lite LLM

Lite LLM

Lite LLM

8.5k 936
04 May, 2024

What is LiteLLM ?

Lite LLM allow you to call all LLM APIs using the OpenAI format [Bedrock, Huggingface, VertexAI, TogetherAI, Azure, OpenAI, etc.]


LiteLLM manages

  • Translate inputs to provider’s completion, embedding, and image_generation endpoints
  • Consistent output, text responses will always be available at ['choices'][0]['message']['content']
  • Retry/fallback logic across multiple deployments (e.g. Azure/OpenAI) - Router
  • Set Budgets & Rate limits per project, api key, model OpenAI Proxy Server

Jump to OpenAI Proxy Docs Jump to Supported LLM Providers


Supported Providers (Docs)

ProviderCompletionStreamingAsync CompletionAsync StreamingAsync EmbeddingAsync Image Generation
openai✅✅✅✅✅✅
azure✅✅✅✅✅✅
aws - sagemaker✅✅✅✅✅
aws - bedrock✅✅✅✅✅
google - vertex_ai [Gemini]✅✅✅✅
google - palm✅✅✅✅
google AI Studio - gemini✅✅✅✅
mistral ai api✅✅✅✅✅
cloudflare AI Workers✅✅✅✅
cohere✅✅✅✅✅
anthropic✅✅✅✅
huggingface✅✅✅✅✅
replicate✅✅✅✅
together_ai✅✅✅✅
openrouter✅✅✅✅
ai21✅✅✅✅
baseten✅✅✅✅
vllm✅✅✅✅
nlp_cloud✅✅✅✅
aleph alpha✅✅✅✅
petals✅✅✅✅
ollama✅✅✅✅✅
deepinfra✅✅✅✅
perplexity-ai✅✅✅✅
Groq AI✅✅✅✅
anyscale✅✅✅✅
IBM - watsonx.ai✅✅✅✅✅
voyage ai✅
xinference [Xorbits Inference]✅

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