Inkling: An Open-Weights AI Model
Inkling offers a customizable foundation model with multimodal capabilities.
1Inkling's Mission
Inkling embarked on a mission to develop AI that extends human will and judgment. To this end, it created a platform that allows anyone to customize models and introduced an AI system designed for interactive collaboration.
2Open-Weights Model
Inkling was released as a model with full weights accessible. This model is a Mixture-of-Experts transformer with 975B total parameters and supports a context window of up to 1M tokens.
3Multimodal Training
Inkling was pretrained on 45 trillion tokens of text, images, audio, and video data. This multimodal training enables the model to perform strongly across a wide range of tasks.
4Inkling-Small Preview
Inkling-Small was introduced as a lighter-weight model. With 12B active parameters, this model delivers strong performance and low cost using a similar training recipe.
5Generalist Model
Inkling was trained across a broad spectrum of tasks, including agentic, coding, instruction-following, visual, and audio processing. This breadth enhances the model's customizability.
6Agentic Coding and Tool Use
Inkling performs well among open-weights models in agentic coding and tool use. The model was trained to operate within various coding and agent harnesses.
7Fine-Tuning on Tinker
Inkling is available for fine-tuning on the Tinker platform. This allows developers to customize the model according to their specific needs.
8Inkling Playground
The Inkling Playground provides an interface for developers to interact with Inkling. This helps in understanding the unique feel of the model.
9Real-World Applications
Inkling offers a wide range of capabilities for real-world applications. These capabilities can be combined and improved through fine-tuning.
10Trustworthiness and Safety
Inkling demonstrates its performance in important qualities such as trustworthiness and safety, which are crucial for real-world use.
11Customizability
Inkling was designed as a customizable foundation model. This allows different users to adapt the model to their specific workflows.
12Future Steps
Inkling is the first member of a model family. This family will continue to evolve, offering customizable models for more use cases in the future.
Original article: Hacker News — Inkling: Açık Ağırlıklı Yapay Zeka Modeli