Saya baru baca tulisan di AItidbids tentang state-of-the art di bidang generative AI. State-of-the-art itu bisa diartikan sebagai teknologi terkini, atau yang paling unggul. Jadi Aitidbits ini membuat daftar teknologi terkini di bidang generative AI tahun 2023, kayak semacam kaleidoskop.

Model bahasa (language model)

Model open source:

Yi: https://github.com/01-ai/Yi

Mistral: https://mistral.ai

Llama2: https://ai.meta.com/llama/

Code lama: https://ai.meta.com/blog/code-llama-large-language-model-coding/

Vicuna: https://lmsys.org/blog/2023-03-30-vicuna/

Benchmark model LLM:

Huggingface:

https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard

Hendrycks dkk

https://arxiv.org/abs/2009.03300

Truthful QA:

https://arxiv.org/abs/2109.07958

Model Berbayar:

GPT4 Turbo

Gemini Ultra

https://deepmind.google/technologies/gemini/#introduction

Claude 2.1

https://www.anthropic.com/index/claude-2-1

Multimodal

Open Source:

CogVLM

https://github.com/THUDM/CogVLM

Adept Fuyu

https://www.adept.ai/blog/fuyu-8b

ImigeBind

https://ai.meta.com/blog/imagebind-six-modalities-binding-ai/

AnyMal

https://arxiv.org/abs/2309.16058

Lava

https://llava-vl.github.io

data2vec:

https://ai.meta.com/blog/ai-self-supervised-learning-data2vec/

Commercial:

GPT & Gemini

Autonomous Agent:

Simulacra:

https://arxiv.org/abs/2304.03442

Agent Builder:

AutoGPT:

https://github.com/Significant-Gravitas/AutoGPT

BabyAGI:

https://github.com/yoheinakajima/babyagi

Agent-based app:

GPT Engineer:

https://github.com/gpt-engineer-org/gpt-engineer

Meta GPT

https://github.com/geekan/MetaGPT

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Sota Model: CogAgent:

https://arxiv.org/abs/2312.08914

Berbayar:

Adept AI:

https://www.adept.ai

Embra:

https://embra.app

Lindy:

https://www.lindy.ai

Induced:

https://www.induced.ai

Hyperwrite:

https://www.hyperwriteai.com/personal-assistant

Sampe sini dulu nanti saya lanjutkan tentang State-of-the-art untuk image generation, video generation dll:

reference:

https://www.aitidbits.ai/p/2023-sota-report