Awesome
model-cards-and-datasheets
A collection of machine learning model cards and datasheets.
Model Cards
- Model Cards for Model Reporting
- DAG Card is the new Model Card
- Face Detection, Google Cloud Vision API
- Object Detection, Google Cloud Vision API
- Toxicity, Google Conversation AI
- GPT-2, Open AI
- GPT-3, Open AI
- PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
- "The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning
- MediaPipe BlazeFace
- MediaPipe Face Mesh
- MediaPipe Hands
- MediaPipe Hair Segmentation
- MediaPipe KNIFT (Keypoint Neural Invariant Feature Transform)
- MediaPipe Meet Segmentation
- MediaPipe Iris
- MediaPipe BlazePose Upper-body
- MediaPipe Objectron
- PeopleNet, Nvidia
- TrafficCamNet, Nvidia
- DashCamNet, Nvidia
- FaceDetect-IR, Nvidia
- VehicleTypeNet, Nvidia
- VehicleMakeNet, Nvidia
- CLIP, OpenAI
- DALL-E, OpenAI
- DynaSent
- CTRL - A Conditional Transformer Language Model for Controllable Generation, Salesforce
- Einstein OCR Model Card, Salesforce
- MLKit Selfie Segmentation, Google ML Kit
- Detector for CTRL, Salesforce
- AI Economist: Foundation, Salesforce
- Einstein Messaging Insights, Salesforce
- Einstein Engagement Frequency, Salesforce
- Einstein Engagement Scoring for Mobile, Salesforce
- Einstein Call Coaching Language Model, Salesforce
- Detect Sentiment, Salesforce
- Einstein Opportunity Scoring, Salesforce
- Generative Pretrained Transformer, Cohere
- Masked Language Model, Cohere
- Language Agnostic Link-Based Article Topic Model Card
- InstructGPT: Training Language Models to Follow Instructions with Human Feedback, OpenAI
- GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models, OpenAI
- Diffusion Models Beat GANS on Image Synthesis, Open AI
- Learning to Summarize from Human Feedback
- Scaling Language Models: Methods, Analysis & Insights from Training Gopher, DeepMind
- DALL-E Mini, Hugging Face
- Serverless Prediction of Peptide Properties with Recurrent Neural Networks
- STT En Conformer-CTC Large, Nvidia
- Towards Climate Awareness in NLP Research
- OPT: Open Pre-trained Transformer Language Models, Meta AI
- DALL-E 2, OpenAI
- PaLM: Scaling Language Modeling with Pathways, Google
- Whisper, OpenAI
- GALACTICA, Meta
- Stable Diffusion, CompVis
- InstructGPT, OpenAI
- Gopher, DeepMind
- Extract Skills, Nesta
- Skills to Taxonomy Mapping, Nesta
- GPT-4, OpenAI
- GPT-4V, OpenAI
- Claude, Anthropic
- Llama, Meta
- Llama 2, Meta
- AudioGen, Meta
- MusicGen, Meta
- Grok-1, xAI
- Gemma, Google
- CodeGemma, Google
- PaliGemma, Google
- RecurrentGemma, Google
- Claude 3, Anthropic
- GOODY-2
- Gemini Ultra, Google
- Gemini 1.5, Google
- Llama 3, Meta
- Claude 3.5 Sonnet, Anthropic
- Perspective API, Google
- MedLM, Google
- PaLM2, Google
Datasheets
- Datasheets for Datasets
- Open Images Extended - Crowdsourced
- Crowdsourced high-quality Chilean Spanish (es-cl) multi-speaker speech dataset
- Crowdsourced high-quality Colombian Spanish (es-co) multi-speaker speech dataset
- Crowdsourced high-quality Argentinian Spanish (es-ar) speech multi-speaker dataset
- Crowdsourced high-quality Peruvian Spanish (es-pe) multi-speaker speech dataset
- Crowdsourced high-quality Venezuelan Spanish (es-ve) multi-speaker speech dataset
- DynaSent
Tools
- Model Card Toolkit
- VerifyML
- The Model Card Authoring Toolkit: Toward Community-centered, Deliberation-driven AI Design
- Model card template
- Amazon SageMaker Model Cards