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Apertus 70B: Truly Open - Swiss LLM by ETH, EPFL and CSCS

·439 words·3 mins
Hacker News LLM AI Foundation Model
Articoli Interessanti - This article is part of a series.
Part : Everything as Code: How We Manage Our Company In One Monorepo At Kasava, we've embraced the concept of "everything as code" to streamline our operations and ensure consistency across our projects. This approach allows us to manage our entire company within a single monorepo, providing a unified source of truth for all our configurations, infrastructure, and applications. **Why a Monorepo?** A monorepo offers several advantages: 1. **Unified Configuration**: All our settings, from development environments to production, are stored in one place. This makes it easier to maintain consistency and reduces the risk of configuration drift. 2. **Simplified Dependency Management**: With all our code in one repository, managing dependencies becomes more straightforward. We can easily track which versions of libraries and tools are being used across different projects. 3. **Enhanced Collaboration**: A single repository fosters better collaboration among team members. Everyone has access to the same codebase, making it easier to share knowledge and work together on projects. 4. **Consistent Build and Deployment Processes**: By standardizing our build and deployment processes, we ensure that all our applications follow the same best practices. This leads to more reliable and predictable deployments. **Our Monorepo Structure** Our monorepo is organized into several key directories: - **/config**: Contains all configuration files for various environments, including development, staging, and production. - **/infrastructure**: Houses the infrastructure as code (IaC) scripts for provisioning and managing our cloud resources. - **/apps**: Includes all our applications, both internal tools and customer-facing products. - **/lib**: Stores reusable libraries and modules that can be shared across different projects. - **/scripts**: Contains utility scripts for automating various tasks, such as data migrations and backups. **Tools and Technologies** To manage our monorepo effectively, we use a combination of tools and technologies: - **Version Control**: Git is our primary version control system, and we use GitHub for hosting our repositories. - **Continuous Integration/Continuous Deployment (CI/CD)**: We employ Jenkins for automating our build, test, and deployment processes. - **Infrastructure as Code (IaC)**: Terraform is our tool of choice for managing cloud infrastructure. - **Configuration Management**: Ansible is used for configuring and managing our servers and applications. - **Monitoring and Logging**: We use Prometheus and Grafana for monitoring,
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#### Source

Type: Hacker News Discussion Original link: https://news.ycombinator.com/item?id=45108401 Publication date: 2025-09-02

Author: denysvitali


Summary
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Apertus 70B: Truly Open - Swiss LLM by ETH, EPFL and CSCS
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WHAT - Apertus 70B is an open-source large language model (LLM) developed by ETH, EPFL, and CSCS, aiming to provide a transparent and accessible alternative in the AI landscape.

WHY - It is relevant for the AI business because it promotes open-source innovation, reducing dependence on proprietary models and increasing data transparency and security.

WHO - The main players are ETH Zurich, EPFL, and CSCS, Swiss academic and research institutions, along with the open-source community contributing to the project.

WHERE - It positions itself in the AI market as an open-source alternative to proprietary models, integrating into the AI research and development ecosystem.

WHEN - The project is relatively new but already established, with a sustained growth trend thanks to academic support and the open-source community.

BUSINESS IMPACT:

  • Opportunities: Academic collaborations, development of transparent and secure AI solutions, reduction of licensing costs.
  • Risks: Competition with more mature proprietary models, need for continuous updates and maintenance.
  • Integration: Possible integration with existing stacks to improve data transparency and security.

TECHNICAL SUMMARY:

  • Core technology stack: PyTorch, Transformers, large language models.
  • Scalability: Good scalability thanks to the open-source architecture, but requires significant computational resources.
  • Technical differentiators: Transparency, accessibility, and support from top-tier academic institutions.

HACKER NEWS DISCUSSION:

The discussion on Hacker News mainly highlighted themes related to the model’s performance and design. The community showed interest in the potential of the open-source model, emphasizing the importance of data transparency and security. The main themes that emerged concern the model’s ability to compete with proprietary solutions and its adaptability to different application contexts. The general sentiment is positive, with recognition of the project’s potential, but also awareness of technical limitations and future challenges.


Use Cases
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  • Private AI Stack: Integration into proprietary pipelines
  • Client Solutions: Implementation for client projects
  • Strategic Intelligence: Input for technological roadmap
  • Competitive Analysis: Monitoring AI ecosystem

Third-Party Feedback
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Community feedback: The HackerNews community commented with a focus on performance, design (16 comments).

Full discussion


Resources
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Original Links #


Article suggested and selected by the Human Technology eXcellence team, processed through artificial intelligence (in this case with LLM HTX-EU-Mistral3.1Small) on 2025-09-06 10:19 Original source: https://news.ycombinator.com/item?id=45108401

Related Articles #

Articoli Interessanti - This article is part of a series.
Part : Everything as Code: How We Manage Our Company In One Monorepo At Kasava, we've embraced the concept of "everything as code" to streamline our operations and ensure consistency across our projects. This approach allows us to manage our entire company within a single monorepo, providing a unified source of truth for all our configurations, infrastructure, and applications. **Why a Monorepo?** A monorepo offers several advantages: 1. **Unified Configuration**: All our settings, from development environments to production, are stored in one place. This makes it easier to maintain consistency and reduces the risk of configuration drift. 2. **Simplified Dependency Management**: With all our code in one repository, managing dependencies becomes more straightforward. We can easily track which versions of libraries and tools are being used across different projects. 3. **Enhanced Collaboration**: A single repository fosters better collaboration among team members. Everyone has access to the same codebase, making it easier to share knowledge and work together on projects. 4. **Consistent Build and Deployment Processes**: By standardizing our build and deployment processes, we ensure that all our applications follow the same best practices. This leads to more reliable and predictable deployments. **Our Monorepo Structure** Our monorepo is organized into several key directories: - **/config**: Contains all configuration files for various environments, including development, staging, and production. - **/infrastructure**: Houses the infrastructure as code (IaC) scripts for provisioning and managing our cloud resources. - **/apps**: Includes all our applications, both internal tools and customer-facing products. - **/lib**: Stores reusable libraries and modules that can be shared across different projects. - **/scripts**: Contains utility scripts for automating various tasks, such as data migrations and backups. **Tools and Technologies** To manage our monorepo effectively, we use a combination of tools and technologies: - **Version Control**: Git is our primary version control system, and we use GitHub for hosting our repositories. - **Continuous Integration/Continuous Deployment (CI/CD)**: We employ Jenkins for automating our build, test, and deployment processes. - **Infrastructure as Code (IaC)**: Terraform is our tool of choice for managing cloud infrastructure. - **Configuration Management**: Ansible is used for configuring and managing our servers and applications. - **Monitoring and Logging**: We use Prometheus and Grafana for monitoring,
Part : This Article