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생성형 AI의 핵심인 LLM(Large Language Model)은 GPT를 필두로 한 Closed LLM과 Llama 진영의 Open LLM 두 축으로 나뉘는데, Mistral 팀의 모델이 오픈소스 라이선스로 모델을 공개하였고, 뛰어난 성능까지 발휘하여 많은 이들의 관심을 받고 있습니다. Open LLM 은 주로 허깅페이스를 통해 관리하고 제공됩니다.
생성형 AI의 핵심인 LLM(Large Language Model)은 GPT를 필두로 한 Closed LLM과 Llama 진영의 Open LLM 두 축으로 나뉘는데, Mistral 팀의 모델이 오픈소스 라이선스로 모델을 공개하였고, 뛰어난 성능까지 발휘하여 많은 이들의 관심을 받고 있습니다. Open LLM 은 주로 허깅페이스를 통해 관리하고 제공됩니다.
Mixtral-8x7B-Instruct-v0.1 (Apache-2.0)
https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1
Llama-2-7b-chat (Llama 2 Community)
https://huggingface.co/meta-llama/Llama-2-7b-chat
phi-2 (MIT)
https://huggingface.co/microsoft/phi-2
LLM 추론 및 서빙
잘 학습된 LLM 을 효과적으로 사용하기 위해서는 빠르고, 컴퓨팅 자원을 효율적으로 관리해줄 수 있는 도구가 필요합니다.
Ollama (MIT)
https://github.com/jmorganca/ollama
vLLM (Apache-2.0)
https://github.com/vllm-project/vllm
KServe (Apache-2.0)
https://github.com/kserve/kserve
LLM 프록싱
LiteLLM (MIT)
https://github.com/BerriAI/litellm
One API (MIT)
https://github.com/songquanpeng/one-api
AI Gateway (MIT)
https://github.com/Portkey-AI/gateway
LLM Monitoring
Great Expectations (Apache-2.0)
https://github.com/great-expectations/great_expectations
LangFuse (MIT)
https://github.com/langfuse/langfuse
Giskard (Apache-2.0, Dual License)
https://github.com/Giskard-AI/giskard
LLM Framework
LangChain (MIT)
https://github.com/langchain-ai/langchain
LlamaIndex (MIT)
https://github.com/run-llama/llama_index
Haystack (Apache-2.0)
https://github.com/deepset-ai/haystack
Flowise (Apache-2.0)
https://github.com/FlowiseAI/Flowise
LangFlow (MIT)
https://github.com/logspace-ai/langflow
Spring AI (Apache-2.0)
https://github.com/spring-projects/spring-ai
Data Juicer (Apache-2.0)
https://github.com/alibaba/data-juicer
Prompt
PromptFlow (MIT)
https://github.com/microsoft/promptflow
NeMo Guardrails (Apache-2.0)
https://github.com/NVIDIA/NeMo-Guardrails
LLM Lingua (MIT)
https://github.com/microsoft/LLMLingua
{guidance} (MIT)
https://github.com/guidance-ai/guidance
TypeChat (MIT)
https://github.com/microsoft/TypeChat
MemGPT (Apache-2.0)
https://github.com/cpacker/MemGPT
LLM 평가
OpenAI Evals (MIT)
https://github.com/openai/evals
UpTrain (Apache-2.0)
https://github.com/uptrain-ai/uptrain
OpenCompass (Apache-2.0)
https://github.com/open-compass/opencompass
AI Agent
AutoGPT (MIT)
https://github.com/Significant-Gravitas/AutoGPT
MetaGPT (MIT)
https://github.com/geekan/MetaGPT
Javis (MIT)
https://github.com/microsoft/JARVIS
ChatDEV (Apache-2.0)
https://github.com/OpenBMB/ChatDev
GPT Pilot (MIT)
https://github.com/Pythagora-io/gpt-pilot
AgentVerse (Apache-2.0)
https://github.com/OpenBMB/AgentVerse
PR Agent (Apache-2.0)
https://github.com/Codium-ai/pr-agent
Web UI for LLM
Chatbot UI (MIT)
https://github.com/mckaywrigley/chatbot-ui
Quivr (Apache-2.0)
https://github.com/StanGirard/quivr
Langchain-Chatchat (Apache-2.0)
https://github.com/chatchat-space/Langchain-Chatchat
LibreChat (MIT)
https://github.com/danny-avila/LibreChat
Next.js AI Chatbot
https://github.com/vercel/ai-chatbot
Stable Diffusion web UI (AGPL-3.0)
https://github.com/AUTOMATIC1111/stable-diffusion-webui
ComfyUI InstantID (Apache-2.0)
https://github.com/huxiuhan/ComfyUI-InstantID
h2o GPT (Apache-2.0)
https://github.com/h2oai/h2ogpt
Anything LLM (Apache-2.0)
https://github.com/Mintplex-Labs/anything-llm
Productivity
Open Interpreter (AGPL-3.0)
https://github.com/KillianLucas/open-interpreter
Tldraw (Apache-2.0 에서 자체 라이선스로 변경, non-commercial)
https://github.com/tldraw/tldraw
Screenshot to Code (MIT)
https://github.com/abi/screenshot-to-code
ShellGPT (MIT)
https://github.com/TheR1D/shell_gpt
Pandas AI (MIT)
https://github.com/gventuri/pandas-ai
Continue (Apache-2.0)
https://github.com/continuedev/continue
Sweep (Elastic License - 오픈소스X)
https://github.com/sweepai/sweep
https://revf.tistory.com/m/303
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