wehub/microsoft--semantic-kernel
1
0
Fork 0
Code Issues Pull Requests Actions 4 Deployments Models Agent Notes Packages Projects Releases Wiki Activity
Files
main
microsoft--semantic-kernel/dotnet/docs/MODELS.md
T
wehub-resource-sync b957a53def
CodeQL / Analyze (csharp) (push) Waiting to run
Details
CodeQL / Analyze (python) (push) Waiting to run
Details
chore: import upstream snapshot with attribution
2026-07-13 13:21:23 +08:00

15 KiB
Raw Permalink Blame History

Models

This document describes the planned models to be supported by Semantic Kernel along with their current status. If you are interested in contributing to the development of a model, please use the attached links to the GitHub issues and comment that you're wanting to help.

Supported deployment types

In the core Semantic Kernel repo, we plan on supporting up to four deployment types of each model:

To support these different deployment types, we will follow a similar pattern to the Azure OpenAI and OpenAI connectors. Each connector uses the same underlying model and abstractions, but the connector constructors may take different parameters. For example, the Azure OpenAI connector expects an Azure endpoint and key, whereas the OpenAI connector expects an OpenAI organization ID and API key.

If there is another deployment type you'd like to see supported, please open an issue. We'll either work with you to add support for it or help you create a custom repository and NuGet package for your use case.

Planned models

The following models are currently prioritized for development. If you'd like to see a model added to this list, please open an issue. If you'd like to contribute to the development of a model, please comment on the issue that you're wanting to help.

Please note that not all of the model interfaces are defined yet. As part of contributing a new model, we'll work with you to define the interface and then implement it. As part of implementing the connector, you may also determine that the currently planned interface isn't the best fit for the model. If that's the case, we'll work with you to update the interface.

OpenAI

Priority Model Status Interface Deployment type GitHub issue Developer Reviewer
P0 GPT-3.5-turbo Complete IChatCompletion OpenAI API N/A N/A N/A
P0 GPT-3.5-turbo Complete IChatCompletion Azure AI N/A N/A N/A
P0 GPT-4 Complete IChatCompletion OpenAI API N/A N/A N/A
P0 GPT-4 Complete IChatCompletion Azure AI N/A N/A N/A
P0 GPT-4v Complete IChatCompletion OpenAI API N/A N/A N/A
P0 GPT-4v Complete IChatCompletion Azure AI N/A N/A N/A
P0 text-embedding-ada-002 Preview IEmbeddingGeneration OpenAI API N/A N/A N/A
P0 text-embedding-ada-002 Preview IEmbeddingGeneration Azure AI N/A N/A N/A
P0 DALL·E 3 Preview ITextToImage OpenAI API N/A N/A N/A
P0 DALL·E 3 Preview ITextToImage Azure AI N/A N/A N/A
P0 Text-to-speech Complete ITextToSpeech OpenAI API TBD dmytrostruk TBD
P0 Speech-to-text Complete ISpeechRecognition OpenAI API TBD dmytrostruk TBD
P1 openai-whisper-large-v3 Not started ISpeechRecognition Azure AI TBD TBD TBD
P1 openai-whisper-large-v3 Not started ISpeechRecognition Hugging Face TBD TBD TBD
P2 Moderation In Progress ITextClassification OpenAI API #5062 Krzysztof318 MarkWallace
P2 clip-vit-base-patch32 Not started IZeroShotImageClassification Azure AI TBD TBD TBD
P2 clip-vit-base-patch32 Not started IZeroShotImageClassification Hugging Face TBD TBD TBD

Microsoft

Priority Model Status Interface Deployment type GitHub issue Developer Reviewer
P0 microsoft-phi-1-5 Not started ITextGeneration Azure AI TBD TBD TBD
P0 microsoft-phi-1-5 Not started ITextGeneration Hugging Face TBD TBD TBD
P0 microsoft-phi-2 Not started ITextGeneration Azure AI TBD TBD TBD
P0 microsoft-phi-2 Not started ITextGeneration Hugging Face TBD TBD TBD
P2 resnet-50 Not started IImageClassification Azure AI TBD TBD TBD
P2 resnet-50 Not started IImageClassification Hugging Face TBD TBD TBD

Google

Priority Model Status Interface Deployment type GitHub issue Developer Reviewer
P0 gemini-pro In Progress IChatCompletion Google API TBD Krzysztof318 RogerBarreto
P0 gemini-pro-vision In Progress IChatCompletion Google API TBD Krzysztof318 RogerBarreto
P0 gemini-ultra In Progress IChatCompletion Google API TBD Krzysztof318 RogerBarreto
P0 embedding-001 In Progress IEmbeddingGeneration Google API TBD Krzysztof318 RogerBarreto

Facebook

Priority Model Status Interface Deployment type GitHub issue Developer Reviewer
P0 Llama-2-7b-chat Not started IChatCompletion Azure AI TBD TBD TBD
P0 Llama-2-7b-chat Not started IChatCompletion Hugging Face TBD TBD TBD
P0 Llama-2-13b-chat Not started IChatCompletion Azure AI TBD TBD TBD
P0 Llama-2-13b-chat Not started IChatCompletion Hugging Face TBD TBD TBD
P0 Llama-2-70b-chat Not started IChatCompletion Azure AI TBD TBD TBD
P0 Llama-2-70b-chat Not started IChatCompletion Hugging Face TBD TBD TBD
P0 CodeLlama-7b-Instruct-hf Not started ITextGeneration Azure AI TBD TBD TBD
P0 CodeLlama-7b-Instruct-hf Not started ITextGeneration Hugging Face TBD TBD TBD
P0 CodeLlama-13b-Instruct-hf Not started ITextGeneration Azure AI TBD TBD TBD
P0 CodeLlama-13b-Instruct-hf Not started ITextGeneration Hugging Face TBD TBD TBD
P0 CodeLlama-34b-Instruct-hf Not started ITextGeneration Azure AI TBD TBD TBD
P0 CodeLlama-34b-Instruct-hf Not started ITextGeneration Hugging Face TBD TBD TBD
P1 Llama-2-7b Not started ITextGeneration Azure AI TBD TBD TBD
P1 Llama-2-7b Not started ITextGeneration Ollama TBD TBD TBD
P1 Llama-2-7b Not started ITextGeneration Hugging Face TBD TBD TBD
P1 Llama-2-13b Not started ITextGeneration Azure AI TBD TBD TBD
P1 Llama-2-13b Not started ITextGeneration Ollama TBD TBD TBD
P1 Llama-2-13b Not started ITextGeneration Hugging Face TBD TBD TBD
P1 Llama-2-70b Not started ITextGeneration Azure AI TBD TBD TBD
P1 Llama-2-70b Not started ITextGeneration Ollama TBD TBD TBD
P1 Llama-2-70b Not started ITextGeneration Hugging Face TBD TBD TBD
P1 CodeLlama-7b-hf Not started ITextGeneration Azure AI TBD TBD TBD
P1 CodeLlama-7b-hf Not started ITextGeneration Ollama TBD TBD TBD
P1 CodeLlama-7b-hf Not started ITextGeneration Hugging Face TBD TBD TBD
P1 CodeLlama-13b-hf Not started ITextGeneration Azure AI TBD TBD TBD
P1 CodeLlama-13b-hf Not started ITextGeneration Ollama TBD TBD TBD
P1 CodeLlama-13b-hf Not started ITextGeneration Hugging Face TBD TBD TBD
P1 CodeLlama-34b-hf Not started ITextGeneration Azure AI TBD TBD TBD
P1 CodeLlama-34b-hf Not started ITextGeneration Ollama TBD TBD TBD
P1 CodeLlama-34b-hf Not started ITextGeneration Hugging Face TBD TBD TBD
P1 CodeLlama-7b-Python-hf Not started ITextGeneration Azure AI TBD TBD TBD
P1 CodeLlama-7b-Python-hf Not started ITextGeneration Ollama TBD TBD TBD
P2 CodeLlama-7b-Python-hf Not started ITextGeneration Hugging Face TBD TBD TBD
P2 CodeLlama-13b-Python-hf Not started ITextGeneration Azure AI TBD TBD TBD
P2 CodeLlama-13b-Python-hf Not started ITextGeneration Ollama TBD TBD TBD
P2 CodeLlama-13b-Python-hf Not started ITextGeneration Hugging Face TBD TBD TBD
P2 CodeLlama-34b-Python-hf Not started ITextGeneration Azure AI TBD TBD TBD
P2 CodeLlama-34b-Python-hf Not started ITextGeneration Ollama TBD TBD TBD
P2 CodeLlama-34b-Python-hf Not started ITextGeneration Hugging Face TBD TBD TBD

Mistral

Priority Model Status Interface Deployment type GitHub issue Developer Reviewer
P2 Mistral-7B-v0.2 Not started IChatCompletion Mistral API TBD TBD TBD
P2 Mistral-7B-v0.2 Not started IChatCompletion Ollama TBD TBD TBD
P2 Mistral-7B-v0.1 Not started IChatCompletion Azure AI TBD TBD TBD
P2 Mistral-7B-v0.1 Not started IChatCompletion Hugging Face TBD TBD TBD
P2 Mistral-7B-Instruct-v01 Not started IChatCompletion Azure AI TBD TBD TBD
P2 Mistral-7B-Instruct-v01 Not started IChatCompletion Hugging Face TBD TBD TBD
P2 Mixtral-8X7B-v0.1 Not started IChatCompletion Mistral API TBD TBD TBD
P2 Mixtral-8X7B-v0.1 Not started IChatCompletion Azure AI TBD TBD TBD
P2 Mixtral-8X7B-v0.1 Not started IChatCompletion Hugging Face TBD TBD TBD
P2 mistral-medium Not started IChatCompletion Mistral API TBD TBD TBD
P2 mistral-embed Not started IChatCompletion Mistral API TBD TBD TBD

Other

Priority Model Status Interface Deployment type GitHub issue Developer Reviewer
P0 wav2vec2-large-xlsr-53-english Not started ISpeechRecognition Azure AI TBD TBD TBD
P1 wav2vec2-large-xlsr-53-english Not started ISpeechRecognition Hugging Face TBD TBD TBD
P2 bert-base-uncased Not started IFillMask Azure AI TBD TBD TBD
P2 bert-base-uncased Not started IFillMask Hugging Face TBD TBD TBD
P2 roberta-large Not started IFillMask Azure AI TBD TBD TBD
P2 roberta-large Not started IFillMask Hugging Face TBD TBD TBD
P1 stable-diffusion-xl-base-1.0 Not started ITextToImage Azure AI TBD TBD TBD
P1 stable-diffusion-xl-base-1.0 Not started ITextToImage Hugging Face TBD TBD TBD
Reference in New Issue View Git Blame Copy Permalink