Click outside to close
What is 3LC?
3LC is a powerful AI-powered data science tool that accelerates model development and improves model performance. By providing interactive data debugging, dataset versioning, and experiment tracking capabilities, 3LC illuminates the "black box" of machine learning, enabling data scientists to quickly identify and address issues in their datasets and models.
Key Features
🔍 Interactive Data Debugging:Visualize per-sample metrics in your browser and understand how your model perceives your dataset, allowing you to identify important or inefficient samples and improve your model's performance.
🗂️ Dataset Versioning:Keep track of all changes made to your dataset, make non-destructive edits, and restore previous revisions, ensuring data lineage and avoiding duplicates.
📊 Experiment Tracking:Dive deeper than standard experiment trackers by analyzing per-sample, per-epoch metrics, and tie each training run to a specific dataset revision for full reproducibility.
Use Cases
🏭 Model Optimization:Use 3LC to identify and address dataset issues that are hindering model performance, then rapidly iterate on your model and dataset to achieve optimal results.
🔬 Research and Development:Leverage 3LC's data debugging and versioning capabilities to explore new modeling approaches, compare the impact of dataset changes, and document your research process.
🛠️ Collaborative Data Science:Enable seamless collaboration among team members by providing a centralized platform for dataset management, experiment tracking, and model development.
Conclusion
3LC is a game-changer for data scientists, offering a suite of powerful tools that illuminate the "black box" of machine learning and accelerate the model development process. By providing interactive data debugging, dataset versioning, and experiment tracking capabilities, 3LC empowers users to identify and address dataset issues, optimize model performance, and streamline their data science workflows. Experience the efficiency and clarity that 3LC brings to your data science projects – sign up for the free Beta program today and unlock the true potential of your models.
More information on 3LC
Top 5 Countries
61.57%
38.43%
United States (61.57%)
India (38.43%)
Traffic Sources
8.49%
8.19%
24.98%
56.41%
social (8.49%)
paidReferrals (1.35%)
mail (0.09%)
referrals (8.19%)
search (24.98%)
direct (56.41%)
Source: Similarweb (Sep 24, 2025)
3LC was manually vetted by our editorial team and was first featured on 2024-04-22.
3LC Alternatives
3LC Alternatives-
Unlock the full potential of your datasets with Lilac Garden, an AI-powered data search and editing tool. Refine concepts, cluster data, quantify properties, and compare fields effortlessly. Empower your data-driven decision making and accelerate AI development.
-
LLime is a powerful software with customizable AI assistants for every department. Boost productivity with simple setup, secure data, and custom models.
-
Cleanlab adds automation and trust to every data point going in and every prediction coming out of AI and GenAI solutions.
-
LM Studio is an easy to use desktop app for experimenting with local and open-source Large Language Models (LLMs). The LM Studio cross platform desktop app allows you to download and run any ggml-compatible model from Hugging Face, and provides a simple yet powerful model configuration and inferencing UI. The app leverages your GPU when possible.
-
Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)