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CodeGen2

AI developer platforms

CodeGen2 is a series of open-source program synthesis models officially released by Salesforce, including four parameter scales: 1B, 3B, 7B, and 16B, with related research published at ICLR 2023. This series targets code generation tasks, and the model checkpoints have been released on the Hugging Face Hub. The model cards explain how to perform causal sampling and infill sampling. CodeGen2 is a research-oriented model release for program synthesis, that is, automatically generating code based on context. The project repository provides model files and documentation, and uses autoregressive sampling to implement program synthesis. The applicable scenarios are mainly concentrated in academic research and development experiments related to code generation.

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CommonGround

AI developer platforms

CommonGround Kernel is an open-source underlying foundation layer for human-machine collaboration and multi-agent work, released by Intelligent-Internet on GitHub. It turns agent work into persistently preserved public records, enabling subsequent humans, agents, tools, or external runtimes to reconstruct a common working foundation across handoffs, pauses, and runtime changes. It is not merely a persistence log, but a "constitutional ledger kernel" that defines the minimal public facts, work boundaries, semantic ownership, and causality required for independent participants to collaborate. The current version is the v3r1 preview, focused on the Ledger Kernel and a local-first developer path, supporting local PostgreSQL development, uv installation, CLI-first workflows, BYOA work memory reports, and more.

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