What's new in Generative AI land

Regularly updated sources

• https://www.reddit.com/r/LocalLLaMA/
  • https://old.reddit.com/r/LocalLLaMA/wiki/models
• https://github.com/nichtdax/awesome-totally-open-chatgpt
• https://github.com/zhengzangw/awesome-huge-models
• https://huggingface.co/blog
• https://eng.lyft.com

Big tech news

Adobe

• 2023-03-21 🧨 https://firefly.adobe.com/
• 2023-05-23 🧨 https://www.adobe.com/products/photoshop/generative-fill.html
• 2023-10-10 🧨 Firefly 2

AI21 labs

• Jurassic models
• 2024-03-28 https://www.ai21.com/jamba

Amazon

• 2012-12-03 https://aws.amazon.com/about-aws/whats-new/2019/12/introducing-amazon-sagemaker-autopilot/
• 2021-11-30 https://aws.amazon.com/blogs/aws/announcing-amazon-sagemaker-canvas-a-visual-no-code-machine-learning-capability-for-business-analysts/
• 2023-04-13 https://aws.amazon.com/blogs/machine-learning/announcing-new-tools-for-building-with-generative-ai-on-aws
  • Amazon Bedrock
  • 🖥️ Amazon CodeWhisperer
• 2023-04-17 https://aws.amazon.com/blogs/machine-learning/deploy-large-models-at-high-performance-using-fastertransformer-on-amazon-sagemaker/
• 2023-05-03 https://aws.amazon.com/blogs/machine-learning/quickly-build-high-accuracy-generative-ai-applications-on-enterprise-data-using-amazon-kendra-langchain-and-large-language-models/
• 2023-05-10 https://aws.amazon.com/blogs/machine-learning/announcing-new-jupyter-contributions-by-aws-to-democratize-generative-ai-and-scale-ml-workloads/
• 2023-06-29 https://aws.amazon.com/blogs/machine-learning/interactively-fine-tune-falcon-40b-and-other-llms-on-amazon-sagemaker-studio-notebooks-using-qlora/
• 2023-07-05 https://github.com/aws-samples/amazon-bedrock-samples
• 2023-07-18 https://aws.amazon.com/blogs/machine-learning/llama-2-foundation-models-from-meta-are-now-available-in-amazon-sagemaker-jumpstart/
• 2023-08-16 https://aws.amazon.com/blogs/machine-learning/how-thomson-reuters-developed-open-arena-an-enterprise-grade-large-language-model-playground-in-under-6-weeks
• 2023-09-28 https://www.aboutamazon.com/news/aws/aws-amazon-bedrock-general-availability-generative-ai-innovations
• 2023-12-01 AWS re:Invent
  • https://aws.amazon.com/q
  • https://press.aboutamazon.com/2023/11/aws-unveils-next-generation-aws-designed-chips
  • https://aws.amazon.com/sagemaker/clarify/
  • https://aws.amazon.com/sagemaker/canvas/
  • https://aws.amazon.com/blogs/aws/introducing-amazon-sagemaker-hyperpod-a-purpose-built-infrastructure-for-distributed-training-at-scale/
• 2024-07-10 https://aws.amazon.com/appstudio/

Andrej Karpathy / Eureka Labs

• 2015-05-21 https://karpathy.github.io/2015/05/21/rnn-effectiveness/
  • https://github.com/karpathy/char-rnn
• 2022-08-16 https://karpathy.ai/zero-to-hero.html
  • https://github.com/karpathy/micrograd
  • https://github.com/karpathy/nanoGPT
• 2023-04-09 BabyGPT
• 2023-05-23 State of GPT
• 2023-07-23 https://github.com/karpathy/llama2.c
• 2023-11-23 1h intro to LLMs
• 2024-02-20 Let's build the GPT Tokenizer
• 2024-02-20 https://github.com/karpathy/minbpe
  • https://www.youtube.com/watch?v=zduSFxRajkE
• https://github.com/karpathy/llm.c
• 2024-07-11 train GPT-2 for $672
• 2024-07-16 Announcing Eureka Labs
  • https://github.com/karpathy/LLM101n

Anthropic

• 2023-03-14 https://www.anthropic.com/index/introducing-claude
• 2023-05-11 https://www.anthropic.com/index/100k-context-windows
• 2023-07-11 https://www.anthropic.com/index/claude-2
• 2023-09-25 https://www.anthropic.com/index/anthropic-amazon
• 2023-10-27 https://www.wsj.com/tech/ai/google-commits-2-billion-in-funding-to-ai-startup-anthropic-db4d4c50
• 2023-11-21 https://www.anthropic.com/index/claude-2-1
• 2024-03-04 https://www.anthropic.com/news/claude-3-family
  • Haiku
  • Sonnet
  • Opus
• 2024-03-13 https://www.anthropic.com/news/claude-3-haiku
• 2024-03-27 https://www.aboutamazon.com/news/company-news/amazon-anthropic-ai-investment
• https://docs.anthropic.com/en/prompt-library/library
• https://github.com/anthropics/anthropic-cookbook
• 2024-06-21 https://www.anthropic.com/news/claude-3-5-sonnet
• 2024-07-16 https://www.anthropic.com/news/android-app

Apple

• https://developer.apple.com/metal
• https://github.com/ml-explore/mlx
• https://github.com/ml-explore/mlx-examples
• https://github.com/apple/ml-ferret
• 2024-03-14 https://machinelearning.apple.com/research/mm1-methods-analysis-insights
• 2024-04-22 https://machinelearning.apple.com/research/openelm
  • https://huggingface.co/apple/OpenELM-3B

Black Forest Labs

• 2024-08--1 https://blackforestlabs.ai/announcing-black-forest-labs/
  • Stability.ai spin-off

Chip Huyen

• https://huyenchip.com/ml-interviews-book/
• 2022-01-03 https://stanford-cs329s.github.io
• 2022-05-01 https://www.oreilly.com/library/view/designing-machine-learning/9781098107956/
• 2023-04-11 https://huyenchip.com/2023/04/11/llm-engineering.html
• 2023-05-02 https://huyenchip.com/2023/05/02/rlhf.html
• 2023-06-07 https://huyenchip.com/2023/06/07/generative-ai-strategy.html
• 2023-08-16 https://huyenchip.com/2023/08/16/llm-research-open-challenges.html
• 2024-01-16 https://huyenchip.com/2024/01/16/sampling.html
• 2024-07-25 https://huyenchip.com/2024/07/25/genai-platform.html
• https://www.oreilly.com/library/view/ai-engineering/9781098166298/

Cohere

• 2024-02-13 https://txt.cohere.com/aya/
• 2024-03-11 https://cohere.com/blog/command-r
• 2024-04-04 https://cohere.com/blog/command-r-plus-microsoft-azure

Databricks

• 2023-06-09 https://github.com/databrickslabs/pyspark-ai
• 2023-06-26 https://www.wsj.com/articles/databricks-strikes-1-3-billion-deal-for-generative-ai-startup-mosaicml-fdcefc06
• 2024-03-27 https://www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm

Google

• https://www.tensorflow.org
• 2017-06-12 Attention is all you need
  • https://research.google/blog/transformer-a-novel-neural-network-architecture-for-language-understanding/
• 2022-12-13 🧨 https://imagen.research.google/editor/
  • https://arxiv.org/abs/2212.06909
• 2023-05-01 https://www.nytimes.com/2023/05/01/technology/ai-google-chatbot-engineer-quits-hinton.html
• 2023-05-04 ✨ https://www.semianalysis.com/p/google-we-have-no-moat-and-neither
• 2023-05-10 https://blog.google/technology/ai/google-io-2023-keynote-sundar-pichai/#palm-2-gemini
• 2023-05-10 https://cloud.google.com/ai/generative-ai
• 2023-05-11 https://workspace.google.com/blog/product-announcements/duet-ai
  • 2023-08-29 https://workspace.google.com/blog/product-announcements/duet-ai-in-workspace-now-available
• https://developers.google.com/mediapipe/solutions
• 2023-06-29 🧨 https://ai.googleblog.com/2023/06/on-device-diffusion-plugins-for.html
• 2023-07-12 https://blog.google/technology/ai/notebooklm-google-ai/
  • https://notebooklm.google.com/signup
• 2023-08-08 https://idx.dev
• 2023-08-29 🧨 https://www.deepmind.com/blog/identifying-ai-generated-images-with-synthid
• 2023-08-29 https://cloud.google.com/blog/products/ai-machine-learning/vertex-ai-colab-enterprise-and-mlops
• 2023-10-12 https://blog.google/products/search/google-search-generative-ai-october-update/
• 2023-11-06 https://storage.googleapis.com/deepmind-media/AlphaCode2/AlphaCode2_Tech_Report.pdf
• 2023-11-16 https://deepmind.google/discover/blog/transforming-the-future-of-music-creation/
  • https://blog.youtube/inside-youtube/ai-and-music-experiment/
  • DeepMind Lyria
  • no paper or code yet
• 2023-12-06 https://blog.google/technology/ai/google-gemini-ai/
• 2023-12-06 https://blog.google/products/bard/google-bard-try-gemini-ai/
• 2023-12-08 https://blog.google/technology/ai/notebooklm-new-features-availability/
• 2023-12-13 https://blog.google/technology/ai/google-gemini-pro-imagen-duet-ai-update/
• 2023-12-13 https://blog.google/technology/ai/gemini-api-developers-cloud/
• 2023-12-13 https://cloud.google.com/blog/products/ai-machine-learning/gemini-support-on-vertex-ai
• 2023-12-13 https://cloud.google.com/blog/topics/healthcare-life-sciences/introducing-medlm-for-the-healthcare-industry
• 2023-12-13 https://cloud.google.com/blog/products/ai-machine-learning/duet-ai-for-developers-and-in-security-operations-now-ga
• 2023-12-14 🧨 https://cloud.google.com/blog/products/ai-machine-learning/imagen-2-on-vertex-ai-is-now-generally-available
• 2024-01-03 🧨 https://instruct-imagen.github.io/
• 2024-01-17 https://deepmind.google/discover/blog/alphageometry-an-olympiad-level-ai-system-for-geometry/
• 2024-01-23 📽️ https://lumiere-video.github.io/
• 2024-02-08 https://blog.google/products/gemini/bard-gemini-advanced-app/
  • Bard renamed to Gemini
  • launch of Gemini mobile apps
  • launch of Gemini Advanced (cf. ChatGPT Plus?) with Ultra 1.0 model
• 2024-02-15 https://blog.google/technology/ai/google-gemini-next-generation-model-february-2024/
• 2024-02-21 https://blog.google/technology/developers/gemma-open-models/
• https://aitestkitchen.withgoogle.com/tools/image-fx
• https://deepmind.google/discover/blog/sima-generalist-ai-agent-for-3d-virtual-environments/
• 2024-02-23 https://sites.google.com/view/genie-2024
• 2024-05-08 https://blog.google/technology/ai/google-deepmind-isomorphic-alphafold-3-ai-model/
• 2024-05-14 https://blog.google/technology/ai/google-gemini-update-flash-ai-assistant-io-2024/
• 2024-05-14 https://developers.googleblog.com/en/start-building-with-project-idx-today/
  • https://deepmind.google/technologies/gemini/flash/
• 2024-06-17 🎧 https://deepmind.google/discover/blog/generating-audio-for-video/
• 2024-07-25 https://blog.google/products/gemini/google-gemini-new-features-july-2024/
• 2024-07-25 https://deepmind.google/discover/blog/ai-solves-imo-problems-at-silver-medal-level/

Huggingface

• 2023-04-25 https://huggingface.co/chat
  • https://github.com/huggingface/chat-ui
• 2023-05-09 https://huggingface.co/blog/starchat-alpha
• 2023-05-10 https://huggingface.co/docs/transformers/transformers_agents
• 2023-05-31 https://huggingface.co/blog/sagemaker-huggingface-llm
• 2024-02-02 https://huggingface.co/chat/assistants
  • https://twitter.com/_philschmid/status/1753429249363452274

Inflection

• https://inflection.ai
• https://pi.ai
• 2023-06-22 https://inflection.ai/inflection-1
• 2023-11-22 https://inflection.ai/inflection-2
• 2024-03-07 https://inflection.ai/inflection-2-5

Lightning AI

• 2023-04-26 https://lightning.ai/pages/community/tutorial/lora-llm/
• 2023-04-28 https://lightning.ai/pages/community/community-discussions/the-ultimate-battle-of-language-models-lit-llama-vs-gpt3.5-vs-bloom-vs/
  • 
• 2023-05-05 https://github.com/Lightning-AI/lit-gpt
• 2024-02-18 https://lightning.ai/lightning-ai/studios/code-lora-from-scratch?view=public&section=all
• https://github.com/Lightning-AI/lightning-thunder

Meta

• 2016-07-15 https://github.com/facebookresearch/fastText/
• 2016-09-xx ✨ https://pytorch.org
• 2017-02-28 https://github.com/facebookresearch/faiss
• 2017-04-18 https://caffe2.ai/blog/2017/04/18/caffe2-open-source-announcement.html
• 2017-09-07 https://research.facebook.com/blog/2017/9/facebook-and-microsoft-introduce-new-open-ecosystem-for-interchangeable-ai-frameworks/
  • ONNX
• 2018-05-02 https://caffe2.ai/blog/2018/05/02/Caffe2_PyTorch_1_0.html
• 2021-07-15 https://engineering.fb.com/2021/07/15/open-source/fsdp/
• 2021-xx-xx https://github.com/facebookresearch/fairscale
• 2022-xx-xx https://github.com/facebookresearch/xformers
• 2022-09-12 https://pytorch.org/blog/PyTorchfoundation/
• 2022-05-03 https://huggingface.co/facebook/opt-30b
• 2022-05-03 https://ai.meta.com/blog/democratizing-access-to-large-scale-language-models-with-opt-175b/
• 2022-11-16 https://huggingface.co/facebook/galactica-120b
• 2023-02-24 ✨ https://ai.meta.com/blog/large-language-model-llama-meta-ai/
• 2023-03-15 https://pytorch.org/blog/pytorch-2.0-release/
• 2023-04-05 https://ai.meta.com/blog/segment-anything-foundation-model-image-segmentation/
• 2023-04-25 https://ai.facebook.com/blog/self-supervised-learning-practical-guide
• 2023-04-17 https://ai.meta.com/blog/dino-v2-computer-vision-self-supervised-learning/
• 2023-05-09 https://ai.meta.com/blog/imagebind-six-modalities-binding-ai/
• 2023-07-18 https://ai.meta.com/blog/llama-2/
• 2023-08-22 https://ai.meta.com/blog/seamless-m4t/
• 2023-08-24 https://ai.meta.com/blog/code-llama-large-language-model-coding/
• 2023-08-25 https://facebookresearch.github.io/nougat/
• 2023-09-27 https://about.fb.com/news/2023/09/introducing-ai-powered-assistants-characters-and-creative-tools/
• 2023-11-16 🧨 https://emu-video.metademolab.com
• 🧨 https://imagine.meta.com
• 2023-11-30 https://ai.meta.com/blog/seamless-communication/
• 2024-01-29 CodeLlama-70B
• 2024-03-12 https://engineering.fb.com/2024/03/12/data-center-engineering/building-metas-genai-infrastructure/
• 2024-03-19 https://www.bloomberg.com/news/articles/2024-03-19/microsoft-hires-deepmind-co-founder-suleyman-to-run-consumer-ai
• 2024-03-21 https://www.bloomberg.com/news/articles/2024-03-21/microsoft-to-pay-inflection-ai-650-million-after-scooping-up-most-of-staff
• 2024-04-18 https://ai.meta.com/blog/meta-llama-3/
• 2024-06-12 https://engineering.fb.com/2024/06/12/data-infrastructure/training-large-language-models-at-scale-meta/
• 2024-07-02 https://ai.meta.com/research/publications/meta-3d-gen/
• 2024-07-23 https://ai.meta.com/blog/meta-llama-3-1/
• 2024-07-29 https://ai.meta.com/research/publications/sam-2-segment-anything-in-images-and-videos/

Microsoft

• 2021-06-17 https://github.com/microsoft/LoRA
• 2022-02-23 🖥️ https://github.blog/news-insights/product-news/introducing-github-copilot-ai-pair-programmer/
• 2023-02-07 New Bing
• 2023-03-16 https://www.microsoft.com/en-us/microsoft-365/blog/2023/03/16/introducing-microsoft-365-copilot-a-whole-new-way-to-work/
• 2023-03-22 🖥️ https://github.blog/2023-03-22-github-copilot-x-the-ai-powered-developer-experience/
• 2023-03-28 https://blogs.microsoft.com/blog/2023/03/28/introducing-microsoft-security-copilot-empowering-defenders-at-the-speed-of-ai/
• 2023-03-21 Bing Image Creator
• 2023-07-18 https://www.microsoft.com/en-us/microsoft-365/blog/2023/07/18/introducing-bing-chat-enterprise-microsoft-365-copilot-pricing-and-microsoft-sales-copilot/
• 2023-07-20 https://github.com/microsoft/promptflow
• 2023-09-07 https://blogs.microsoft.com/on-the-issues/2023/09/07/copilot-copyright-commitment-ai-legal-concerns/
• 2023-09-20 🖥️ https://github.blog/2023-09-20-github-copilot-chat-beta-now-available-for-all-individuals/
• 2023-12-12 https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/
• 2023-12-29 🖥️ https://github.blog/2023-12-29-github-copilot-chat-now-generally-available-for-organizations-and-individuals/
• 2024-01-15 https://blogs.microsoft.com/blog/2024/01/15/bringing-the-full-power-of-copilot-to-more-people-and-businesses/

Midjourney

• 2023-12-21 🧨 https://mid-journey.ai/midjourney-v6-release/

Mistral

• 2023-09-27 https://mistral.ai/news/announcing-mistral-7b/
• 2023-12-11 https://mistral.ai/news/mixtral-of-experts/
• 2023-12-11 https://mistral.ai/news/la-plateforme/
• 2024-02-26 https://mistral.ai/news/mistral-large/
• 2024-04-17 https://mistral.ai/news/mixtral-8x22b/
• 2024-05-29 https://mistral.ai/news/codestral/
• 2024-07-16 https://mistral.ai/news/codestral-mamba/
• 2024-07-16 https://mistral.ai/news/mathstral/
• 2024-07-18 https://mistral.ai/news/mistral-nemo/
  • https://colab.research.google.com/drive/17d3U-CAIwzmbDRqbZ9NnpHxCkmXB6LZ0
• 2024-07-24 https://mistral.ai/news/mistral-large-2407/

NVIDIA

• https://github.com/NVIDIA/TensorRT-LLM
• 2024-02-13 https://blogs.nvidia.com/blog/chat-with-rtx-available-now/
• NVIDIA NIM

Ollama

• 2023-07-08 https://github.com/jmorganca/ollama
  • 2024-01-23 https://ollama.ai/blog/python-javascript-libraries
  • https://github.com/ollama/ollama
• 2024-02-08 https://ollama.com/blog/openai-compatibility
• 2024-02-15 https://ollama.com/blog/windows-preview
• 2024-03-14 https://ollama.com/blog/amd-preview

OpenAI

• models
  • GPT
  • GPT 2
  • GPT 3
  • GPT 3.5
  • GPT 3.5 Turbo
  • GPT 4
  • GPT 4 Turbo
  • GPT 4o
  • GPT 4o mini
  • o1
  • o1 mini
  • GPT 4.5
  • o3 mini
  • GPT 4.1
  • GPT 4.1 mini
  • GPT 4.1 nano
  • o3
  • o4 mini
• 2021-07-27 https://openai.com/research/triton
• 2023-01-31 https://openai.com/blog/new-ai-classifier-for-indicating-ai-written-text
  • 2023-07-20 offline due to low accuracy
• 2023-03-02 ChatGPT political bias
• 2023-03-14 https://openai.com/index/gpt-4-research/
• 2023-04-17 https://www.wired.com/story/openai-ceo-sam-altman-the-age-of-giant-ai-models-is-already-over/
• 2023-04-25 https://openai.com/blog/new-ways-to-manage-your-data-in-chatgpt
• 2023-05-09 https://openai.com/research/language-models-can-explain-neurons-in-language-models
• 2023-05-18 https://apps.apple.com/app/openai-chatgpt/id6448311069
• 2023-05-31 https://openai.com/research/improving-mathematical-reasoning-with-process-supervision
• 2023-06-11 https://openai.com/blog/function-calling-and-other-api-updates
• 2023-07-06 https://openai.com/blog/gpt-4-api-general-availability
• 2023-07-06 ChatGPT Code interpreter
• 2023-07-11 https://investor.shutterstock.com/news-releases/news-release-details/shutterstock-expands-partnership-openai-signs-new-six-year
• 2023-07-18 How is ChatGPT's behavior changing over time?
• 2023-07-20 https://openai.com/blog/custom-instructions-for-chatgpt
• 2023-07-25 https://play.google.com/store/apps/details?id=com.openai.chatgpt
• 2023-07-26 https://openai.com/blog/frontier-model-forum
  • Anthropic, Google, Microsoft, and OpenAI
• 2023-08-28 https://openai.com/blog/introducing-chatgpt-enterprise
• 2023-08-31 https://openai.com/blog/teaching-with-ai
• 2023-09-25 https://openai.com/blog/chatgpt-can-now-see-hear-and-speak
  • https://cdn.openai.com/papers/GPTV_System_Card.pdf
    • TODO add to models
• 2023-09-27 ChatGPT can now browse the internet
• 2023-10-03 https://cdn.openai.com/papers/DALL_E_3_System_Card.pdf
  • https://cdn.openai.com/papers/dall-e-3.pdf
  • TODO add to models
• 2023-10-11 ChatGPT system messages
• 2023-10-19 https://openai.com/blog/dall-e-3-is-now-available-in-chatgpt-plus-and-enterprise
• 2023-10-29 ChatGPT PDF support preview
• 2023-11-06 https://openai.com/blog/new-models-and-developer-products-announced-at-devday
  • GPT-4 Turbo
  • GPT-4 Turbo with Vision
  • GPT-4 fine tuning
  • Assistants API
  • DALL-E 3 API
  • Whisper v3
  • Copyright Shield
• 2023-11-06 https://openai.com/blog/introducing-gpts
• 2023-11-17 https://openai.com/blog/openai-announces-leadership-transition
• 2023-11-21 ChatGPT with voice public availability
• 2023-11-29 https://openai.com/blog/sam-altman-returns-as-ceo-openai-has-a-new-initial-board
• https://platform.openai.com/docs/guides/prompt-engineering/strategy-use-external-tools
• 2024-01-10 https://openai.com/blog/introducing-chatgpt-team
• 2024-01-25 https://openai.com/blog/new-embedding-models-and-api-updates
• 2024-02-13 https://openai.com/blog/memory-and-new-controls-for-chatgpt
• 2024-02-15 📽️ https://openai.com/research/video-generation-models-as-world-simulators
  • https://openai.com/sora
• 2024-03-12 https://github.com/openai/transformer-debugger
• 2024-03-29 https://openai.com/index/navigating-the-challenges-and-opportunities-of-synthetic-voices/
• 2024-04-01 https://openai.com/index/start-using-chatgpt-instantly/
• 2024-04-03 🧨 edit DALL·E images in ChatGPT
• 2024-04-04 https://openai.com/index/introducing-improvements-to-the-fine-tuning-api-and-expanding-our-custom-models-program/
• 2024-05-08 https://openai.com/index/introducing-the-model-spec/
• 2024-05-13 https://openai.com/index/hello-gpt-4o/
• 2024-07-18 https://openai.com/index/gpt-4o-mini-advancing-cost-efficient-intelligence/
• 2024-07-25 https://openai.com/index/searchgpt-prototype/
• 2024-09-12 https://openai.com/index/openai-o1-mini-advancing-cost-efficient-reasoning/
• 2024-09-12 https://openai.com/index/learning-to-reason-with-llms/
• 2024-12-05 https://openai.com/index/introducing-chatgpt-pro/
• 2024-12-05 https://openai.com/index/openai-o1-system-card/
• 2024-12-18 https://help.openai.com/en/articles/10193193-1-800-chatgpt-calling-and-messaging-chatgpt-with-your-phone
• 2025-01-31 https://openai.com/index/openai-o3-mini/
• 2025-02-02 https://openai.com/index/introducing-deep-research/
• 2025-02-23 https://openai.com/index/introducing-operator/
• 2025-02-27 https://openai.com/index/introducing-gpt-4-5/
• 2025-02-27 https://openai.com/index/gpt-4-5-system-card/
• 2025-03-25 https://openai.com/index/introducing-4o-image-generation/
• 2025-04-14 https://openai.com/index/gpt-4-1/
• 2025-04-16 https://openai.com/index/introducing-o3-and-o4-mini/

Runway ML

• 2023-02-06 https://research.runwayml.com/gen1
  • https://arxiv.org/abs/2302.03011
• https://runwayml.com/ai-magic-tools/gen-2/

Stability AI

• 🧨 https://clipdrop.co
  • 2023-03-17 https://stability.ai/blog/stable-diffusion-reimagine
  • 2023-05-25 https://stability.ai/blog/stability-ai-clipdrop-launches-reimagine-xl
  • 2023-06-08 https://stability.ai/blog/clipdrop-launches-uncrop-the-ultimate-aspect-ratio-editor
  • 2023-07-13 https://stability.ai/blog/clipdrop-launches-stable-doodle
• 2023-05-11 🧨 https://stability.ai/blog/stable-animation-sdk
• 🧨 https://dreamstudio.ai
  • 2023-05-17 https://github.com/Stability-AI/StableStudio
• 2023-08-11 https://research.stability.ai/chat
• 2023-11-01 https://stability.ai/news/stability-ai-enhanced-image-apis-for-business-features
• 2023-11-21 https://stability.ai/news/stable-video-diffusion-open-ai-video-model
• 2023-11-28 https://stability.ai/news/stability-ai-sdxl-turbo
• 2023-12-07 https://stability.ai/news/stablelm-zephyr-3b-stability-llm
• 2024-01-16 https://stability.ai/news/stable-code-2024-llm-code-completion-release
• 2024-02-12 https://stability.ai/news/introducing-stable-cascade
• 2024-02-22 🧨 https://stability.ai/news/stable-diffusion-3
• 2024-03-13 https://stability.ai/news/celebrating-one-year-of-medarc
• 2024-03-18 https://stability.ai/news/introducing-stable-video-3d
• 2024-03-23 https://stability.ai/news/stabilityai-announcement
• 2024-03-25 https://stability.ai/news/introducing-stable-code-instruct-3b
• 2024-04-03 🎧 https://stability.ai/news/stable-audio-2-0
  • https://stability-ai.github.io/stable-audio-demo/?
• 2024-04-08 https://stability.ai/news/introducing-stable-lm-2-12b
• 2024-04-17 🧨 https://stability.ai/news/stable-diffusion-3-api
• 2024-06-05 🎧 https://stability.ai/news/introducing-stable-audio-open
• 2024-06-12 🧨 https://stability.ai/news/stable-diffusion-3-medium
• 2024-08-01 https://stability.ai/news/introducing-stable-fast-3d

xAI

• 2023-07-12 xAI Grok
  • https://github.com/xai-org/grok-1
  • weights
• 2023-11-06 https://x.ai/prompt-ide/

Other news

• 2019-10-18 https://thegradient.pub/understanding-evaluation-metrics-for-language-models/
• 2020-07-28 https://dugas.ch/artificial_curiosity/GPT_architecture.html
• 2022-03-30 https://kipp.ly/transformer-param-count
• 2023-02-14 https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/
• 2023-02-21 https://www.pinecone.io/learn/langchain/
• 2023-03-02 https://www.activeloop.ai/resources/ultimate-guide-to-lang-chain-deep-lake-build-chat-gpt-to-answer-questions-on-your-financial-data/
• 2023-03-04 https://confusedbit.dev/posts/how_does_gpt_work/
• 2023-03-29 https://github.com/xtekky/gpt4free
• 2023-03-29 https://ai.v-gar.de/ml/transformer/timeline/
  • TODO update csv
• 2023-03-30 https://kipp.ly/transformer-taxonomy
• 2023-04-05 ChaosGPT
• 2023-04-10 https://www.izzy.co/blogs/robo-boys.html
• 2023-04-15 https://www.activeloop.ai/resources/lang-chain-gpt-4-for-code-understanding-twitter-algorithm/
• 2023-04-16 🧨 https://www.shruggingface.com/blog/how-i-used-stable-diffusion-and-dreambooth-to-create-a-painted-portrait-of-my-dog
• 2023-04-19 https://www.similarweb.com/blog/insights/ai-news/stack-overflow-chatgpt/
• 2023-04-20 https://github.com/Vision-CAIR/MiniGPT-4
• 2023-04-21 https://github.com/brexhq/prompt-engineering
• 2023-04-21 https://gist.github.com/timesler/4b244a6b73d6e02d17fd220fd92dfaec
• 2023-04-22 https://magazine.sebastianraschka.com/p/finetuning-large-language-models
• 2023-04-28 https://github.com/jostmey/NakedAttention
• 2023-04-29 https://thegradient.pub/in-context-learning-in-context/
• 2023-04-30 https://github.com/Mooler0410/LLMsPracticalGuide
• 2023-04-30 https://agi-sphere.com/llama-models/
• 2023-04-30 https://www.wired.com/story/how-chatgpt-works-large-language-model/
• 2023-05-01 https://www.kdnuggets.com/2023/05/machine-learning-chatgpt-cheat-sheet.html
• 2023-05-02 https://www.philschmid.de/sagemaker-fsdp-gpt
• 2023-05-03 https://www.assemblyai.com/blog/the-full-story-of-large-language-models-and-rlhf/
• 2023-05-05 https://www.pinecone.io/learn/vector-database
• 2023-05-09 https://newsroom.ibm.com/2023-05-09-IBM-Unveils-the-Watsonx-Platform-to-Power-Next-Generation-Foundation-Models-for-Business
• 2023-05-12 https://www.kdnuggets.com/2023/05/8-free-ai-llms-playgrounds.html
• 2023-05-15 https://erichartford.com/uncensored-models
• 2023-05-15 https://blog.gopenai.com/how-to-speed-up-llms-and-use-100k-context-window-all-tricks-in-one-place-ffd40577b4c
• 2023-05-17 https://github.com/ray-project/llm-numbers
• 2023-05-25 ✨ https://a16z.com/2023/05/25/ai-canon
• 2023-06-05 🧨 https://www.reddit.com/r/StableDiffusion/comments/141hg9x/controlnet_for_qr_code/
• 2023-06-12 https://www.evidentlyai.com/ml-system-design
• 2023-06-14 https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier
• 2023-06-15 https://crfm.stanford.edu/2023/06/15/eu-ai-act.html
• 2023-06-20 https://a16z.com/2023/06/20/emerging-architectures-for-llm-applications/
• 2023-06-27 https://mlops.community/unraveling-gpu-inference-costs-for-fine-tuned-open-source-models-v-s-closed-platforms/
• 2023-06-30 ✨ https://neptune.ai/blog/mlops-tools-platforms-landscape
• 2023-07-03 https://www.similarweb.com/blog/insights/ai-news/chatgpt-traffic-drops/
• 2023-07-09 https://blog.mithrilsecurity.io/poisongpt-how-we-hid-a-lobotomized-llm-on-hugging-face-to-spread-fake-news/
• 2023-07-10 https://www.semianalysis.com/p/gpt-4-architecture-infrastructure
• 2023-07-20 https://www.cursor.so/blog/llama-inference
• 2023-07-20 ✨ https://github.com/tikkuncreation/llama-2-resources
• 2023-07-22 https://replicate.com/blog/run-llama-locally
• 2023-07-23 https://willthompson.name/what-we-know-about-llms-primer
• 2023-07-27 https://stackoverflow.blog/2023/07/27/announcing-overflowai/
  • TODO
• 2023-07-27 https://hacks.mozilla.org/2023/07/so-you-want-to-build-your-own-open-source-chatbot/
• 2023-07-27 https://llm-attacks.org
• 2023-07-30 https://betterprogramming.pub/frameworks-for-serving-llms-60b7f7b23407
• 2023-07-30 ✨ https://eugeneyan.com/writing/llm-patterns/
• 2023-07-31 https://arstechnica.com/science/2023/07/a-jargon-free-explanation-of-how-ai-large-language-models-work/
• 2023-08-08 https://www.trustwave.com/en-us/resources/blogs/spiderlabs-blog/wormgpt-and-fraudgpt-the-rise-of-malicious-llms/
• 2023-08-09 ✨ https://blog.briankitano.com/llama-from-scratch/
• 2023-08-11 https://www.anyscale.com/blog/fine-tuning-llama-2-a-comprehensive-case-study-for-tailoring-models-to-unique-applications
• 2023-08-24 https://scale.com/blog/open-ai-scale-partnership-gpt-3-5-fine-tuning
• 2023-09-06 raccoons.be - gen AI playbook
• 2023-09-12 Fine-tune your own Llama 2 to replace GPT-3.5/4
• 2023-09-13 https://www.anyscale.com/blog/a-comprehensive-guide-for-building-rag-based-llm-applications-part-1
• 2023-09-14 LLM agent survey
  • https://github.com/WooooDyy/LLM-Agent-Paper-List
• 2023-09-18 https://www.anyscale.com/anyscale-launches-new-service-anyscale-endpoints-10x-more-cost-effective-for-most-popular-open-source-llms
• 2023-10-09 https://blog.replit.com/ai4all
• 2023-10-18 How ChatGPT Vision Works - YouTube
• 2023-11-08 Samsung Gauss
• 2023-11-16 https://pytorch.org/blog/accelerating-generative-ai
• 2023-11-29 https://blog.perplexity.ai/blog/introducing-pplx-online-llms
• 2023-11-30 https://pytorch.org/blog/accelerating-generative-ai-2
• 2023-12-09 https://www.europarl.europa.eu/news/en/press-room/20231206IPR15699/artificial-intelligence-act-deal-on-comprehensive-rules-for-trustworthy-ai
• 2024-01-03 https://pytorch.org/blog/accelerating-generative-ai-3
• 2024-02-01 https://shyam.blog/posts/beyond-self-attention/
• 2024-02-01 https://allenai.org/olmo
• 2024-02-19 Transformers demystified
• https://www.chenyang.co/diffusion.html
• 2024-05-29 https://foojay.io/today/indexing-all-of-wikipedia-on-a-laptop/
• 2024-06-05 https://opening-up-chatgpt.github.io/
• 2024-06-08 https://applied-llms.org/
• 2024-06-13 https://huggingface.co/blog/mlabonne/abliteration
• 2024-06-19 https://epochai.org/data/notable-ai-models
• https://situational-awareness.ai/
• 2024-06-25 https://imbue.com/research/70b-infrastructure/
• https://fastvoiceagent.cerebrium.ai/
• 2024-08-09 LLM price-performance graph

Tools

• https://onnx.ai/
• 🖥️ https://www.tabnine.com
• https://www.baseten.co
• http://vectors.nlpl.eu/explore/embeddings/en/
• https://github.com/togethercomputer/OpenChatKit
• https://github.com/streamlit/streamlit
• 2020-07-09 https://github.com/gradio-app/gradio
• 2022-05-27 https://github.com/Dao-AILab/flash-attention
  • https://arxiv.org/abs/2205.14135
  • https://arxiv.org/abs/2307.08691
• 2022-09-02 🧨 https://promptbase.com
• 2021-12-21 🧨 https://github.com/invoke-ai/InvokeAI
• 2022-09-12 🧨 https://github.com/brycedrennan/imaginAIry
• 2022-10-24 https://github.com/hwchase17/langchain
  • https://www.langchain.com/langsmith
• 2022-12-21 🧨 https://github.com/oobabooga/text-generation-webui
• 2023-01-17 🧨 https://github.com/comfyanonymous/ComfyUI
• 2023-01-24 🧨 https://github.com/AUTOMATIC1111/stable-diffusion-webui
• 2023-01-25 🧨 https://www.shutterstock.com/ai-image-generator
  • uses DALL-E
• 2023-01-29 https://github.com/arc53/DocsGPT
• 2023-03-13 https://github.com/ShreyaR/guardrails
• 2023-03-16 🖥️ https://github.com/TabbyML/tabby
• 2023-03-19 https://chat.lmsys.org
• 2023-03-30 https://github.com/Significant-Gravitas/Auto-GPT
• 🧨 https://github.com/apple/ml-stable-diffusion
• 2023-03-10 https://github.com/ggerganov/llama.cpp
  • 2023-05-14 now supports partial GPU usage
  • 2023-06-12 CUDA support
• 2023-03-14 https://github.com/getumbrel/llama-gpt
• https://github.com/bigscience-workshop/petals
  • distributed LLM finetuning and inference
• https://github.com/jerryjliu/llama_index
• https://github.com/jupyterlab/jupyter-ai
  • Codex clone using https://huggingface.co/Salesforce/codegen-350M-multi
• https://kubiya.ai
• https://www.chatpdf.com
• https://pdf.ai
• 2023-03-30 https://www.cursor.so
• 2023-04-18 https://github.com/h2oai/h2o-llmstudio
• 2023-04-19 ✨ https://github.com/smallcloudai/refact
  • https://refact.ai
  • https://marketplace.visualstudio.com/items?itemName=smallcloud.codify
• https://github.com/paulpierre/RasaGPT
• 2023-04-29 https://github.com/mlc-ai/mlc-llm
• 2023-05-02 https://www.modular.com/mojo
• 2023-05-02 https://heypi.com
• 2023-05-02 https://github.com/imartinez/privateGPT
• 2023-05-06 https://github.com/nadermx/backgroundremover
• 2023-05-12 https://github.com/assafelovic/gpt-researcher
  • https://app.tavily.com
• https://github.com/LucienShui/huggingface-vscode-endpoint-server
• https://gandalf.lakera.ai
• https://faraday.dev
• https://sourcegraph.com
• 2023-05-13 🧨 https://github.com/varunshenoy/opendream
• 2023-05-13 https://github.com/StanGirard/quivr
• 2023-05-24 https://github.com/artidoro/qlora
• 🖥️ https://github.com/continuedev/continue
• 2023-06-08 https://simonwillison.net/2023/Jun/8/gpt-tokenizers/
• 2023-06-11 https://github.com/AntonOsika/gpt-engineer
• 2023-06-20 https://github.com/embedchain/embedchain
• 2023-06-29 https://github.com/ShishirPatil/gorilla
• 2023-07-14 https://github.com/KillianLucas/open-interpreter
• 2023-07-18 https://github.com/Pythagora-io/gpt-pilot
• 2023-07-24 https://github.com/kuafuai/DevOpsGPT
• 2023-07-26 https://github.com/Alpha-VLLM/LLaMA2-Accessory
• 2023-08-10 https://github.com/modelscope/facechain
• 2023-08-27 https://github.com/turboderp/exllamav2
• 2023-09-07 https://labs.heygen.com/video-translate
• https://www.trulens.org
• https://www.phind.com/search?home=true
  • https://www.phind.com/blog/introducing-phind-70b
• 2023-10-05 GenAI Stack - Docker
• 2023-10-20 https://neuralmagic.com/blog/building-sparse-llm-applications-on-cpus-with-langchain-and-deepsparse/
  • https://github.com/neuralmagic/deepsparse
  • people behind DeepSparse were also behind GPTQ
• 2023-11-01 🧨 https://lumalabs.ai/genie
• 2023-11-18 https://github.com/tldraw/make-real
• https://www.perplexity.ai
• 2023-11-28 📽️ https://pika.art/launch
• 2023-11-29 https://hacks.mozilla.org/2023/11/introducing-llamafile/
• https://github.com/ishan0102/vimGPT
• https://github.com/BuilderIO/gpt-crawler
• https://github.com/Vaibhavs10/insanely-fast-whisper
• https://github.com/intel/intel-extension-for-transformers
• https://github.com/coqui-ai/TTS
• https://github.com/Niek/chatgpt-web
• https://lmstudio.ai
• https://www.suno.ai
• https://github.com/imoneoi/openchat
• 2023-12-03 https://github.com/myshell-ai/OpenVoice
• 2023-12-16 https://github.com/SJTU-IPADS/PowerInfer
• 2023-12-19 🧨 https://github.com/cumulo-autumn/StreamDiffusion
• https://github.com/dvmazur/mixtral-offloading
• 2024-01-15 🧨 https://github.com/InstantID/InstantID
• https://jan.ai/
• https://github.com/danswer-ai/danswer
• https://github.com/KillianLucas/open-interpreter
• 2024-02-19 https://groq.com
• 2024-03-12 https://www.cognition-labs.com/introducing-devin
• 2024-03-28 https://github.com/jasonppy/VoiceCraft
• 🧨 https://github.com/lllyasviel/Fooocus
• 📽️ https://blog.lumalabs.ai/p/dream-machine
• 2024-07-11 https://tridao.me/blog/2024/flash3/
  • https://pytorch.org/blog/flashattention-3/
• https://github.com/saoudrizwan/claude-dev
• https://github.com/OpenInterpreter/open-interpreter

Recent models

• see recent GAI models