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Kronos: A Foundation Model for the Language of Financial Markets
This repository page is useful for visitors, but Git-Stars keeps it out of search indexing until more original evidence and comparison context are available.
70
review score
Problem solved
Kronos addresses the challenge of modeling the unique, high-noise characteristics of financial K-line data, providing a unified foundation model for tasks like forecasting and other quantitative analyses across multiple exchanges.
Deployment reality
The available setup signal starts with: pip install -r requirements.txt. Treat this as a starting point, then ask Codex or Claude to inspect the README, environment variables, runtime version, and deployment target before production use.
Commercial use
The recorded license is MIT. This is a useful commercial-use signal, but teams should still verify license text, dependencies, model/API terms, and trademark constraints.
Capability ceiling
shiyu-coder/Kronos still needs a clearer capability analysis. Use the metadata as a discovery signal, not as a production recommendation.
Git-Stars is independent and not affiliated with GitHub or this project. Analysis may be AI-assisted and based on public repository metadata plus short README-derived summaries. We do not mirror full README files, docs, issues, or social comments.
shiyu-coder/Kronos is tracked as a Python project in the Automation, Data Tool, UI Framework area. This evaluation combines public GitHub metadata, category signals, short source summaries, and Git-Stars editorial rules rather than copying project documentation.
Momentum check: the repository has 37k total stars, with +266 today, +0 this week, and +0 this month. These growth windows help distinguish durable adoption from short-lived visibility spikes.
Maintenance check: current activity is Inactive; the latest push was 184 days ago, and the open issue queue is 259, about 0.70% of total stars. Treat this as an adoption signal, not a substitute for engineering due diligence.
Adoption check: 6.1k forks and 37k watchers suggest how often the project is reused or followed. License signal: MIT. Always verify license compatibility before commercial or internal use.
Practical fit: this project is most relevant when you need Python teams evaluating ecosystem-native tooling. Be cautious when you require frequent releases or active maintenance.
Source check: Git-Stars currently has 2 explicit source reference(s) for this report and a recent growth signal of 266. Follow the original GitHub repository for final install, security, and release information.
Analysis
LimitedNeeds stronger original analysis before indexing.
Sources
ReadyRepository metadata and README/source references are attached.
License
ReadyMIT is recorded for review.
Maintenance
ReadyRecent activity is visible in repository metadata.
Alternatives
ReadyEnough nearby projects exist for comparison.
Momentum
37k Stars
Reuse
6.1k Forks
Attention
37k Watchers
Maintenance
inactive
License
MIT
Open issues
259
Kronos is the first open-source foundation model for financial candlesticks (K-lines), trained on data from over 45 global exchanges. It uses a two-stage framework with a specialized tokenizer and autoregressive Transformer to handle high-noise financial data for diverse quantitative tasks.
Key Features
- Specialized tokenizer quantizes multi-dimensional OHLCV data into hierarchical discrete tokens. - Decoder-only Transformer pre-trained on tokens from 45+ global exchanges. - Supports forecasting and fine-tuning for various quantitative tasks with a simple API.
Automation
Workflow automation, integration glue, and orchestration
Data Tool
Databases, data pipelines, ETL, analytics, and vector search
UI Framework
Frontend frameworks, design systems, and interface libraries
pip install -r requirements.txt80
Health Score
Inactive
Commit Activity
Jul 1, 2025
Created
Apr 13, 2026
Last push
Star history will appear after daily syncs accumulate data.
Forks
Open
Watchers
shiyu-coder
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License
✓
Forked
✗ Inactive
Maintained