--- title: "ergo vs alpaca-lora" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/ergo-services-ergo-vs-tloen-alpaca-lora" tools: ["ergo-services-ergo", "tloen-alpaca-lora"] --- # ergo vs alpaca-lora *GraphCanon updated Jul 15, 2026* ## Verdict Pick ergo when ergo is primarily Go; alpaca-lora is Jupyter Notebook; pick alpaca-lora when alpaca-lora is primarily Jupyter Notebook; ergo is Go. [ergo](https://ergo.services) reports 4.6k GitHub stars, 182 forks, and 6 open issues, last pushed Jul 7, 2026. [alpaca-lora](https://github.com/tloen/alpaca-lora) has 19k stars, 2.2k forks, and 366 open issues, last pushed Jul 29, 2024. Figures are from public GitHub metadata via [ergo's repository](https://github.com/ergo-services/ergo) and [alpaca-lora's repository](https://github.com/tloen/alpaca-lora). | | [ergo](/tools/ergo-services-ergo.md) | [alpaca-lora](/tools/tloen-alpaca-lora.md) | | --- | --- | --- | | Tagline | An actor-based Framework with network transparency for creating event-driven architecture in Golang. Inspired by Erlang. Zero dependencies. | Instruct-tune LLaMA on consumer hardware | | Stars | 4,614 | 18,913 | | Forks | 182 | 2,185 | | Open issues | 6 | 366 | | Language | Go | Jupyter Notebook | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | Computer Vision | Computer Vision, Inference & Serving, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ergo](/tools/ergo-services-ergo.md) | [alpaca-lora](/tools/tloen-alpaca-lora.md) | | --- | --- | --- | | Maintenance | Active (82%) | Dormant (18%) | | Days since push | 7d | 712d | | Open issues (now) | 6 | 366 | | Owner type | Organization | User | | Full report | [trust report](/tools/ergo-services-ergo/trust.md) | [trust report](/tools/tloen-alpaca-lora/trust.md) | ## Choose when ### Choose ergo if… - ergo is primarily Go; alpaca-lora is Jupyter Notebook. - License: ergo is MIT, alpaca-lora is Apache-2.0. - Tags unique to ergo: actor-model, actors, distributed, distributed-systems. ### Choose alpaca-lora if… - alpaca-lora is primarily Jupyter Notebook; ergo is Go. - License: alpaca-lora is Apache-2.0, ergo is MIT. - Tags unique to alpaca-lora: jupyter-notebook. - Also covers Inference & Serving, Model Training. - alpaca-lora ships Docker support for self-hosted deployment. ## When NOT to use alpaca-lora - Last GitHub push was 716 days ago (dormant maintenance, Jul 29, 2024). Validate activity before betting a new project on alpaca-lora. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ## Common questions ### What is the difference between ergo and alpaca-lora? ergo: An actor-based Framework with network transparency for creating event-driven architecture in Golang. Inspired by Erlang. Zero dependencies.. alpaca-lora: Instruct-tune LLaMA on consumer hardware. See the comparison table for live GitHub stats and shared categories. ### When should I choose ergo over alpaca-lora? Choose ergo over alpaca-lora when ergo is primarily Go; alpaca-lora is Jupyter Notebook; License: ergo is MIT, alpaca-lora is Apache-2.0; Tags unique to ergo: actor-model, actors, distributed, distributed-systems. ### When should I choose alpaca-lora over ergo? Choose alpaca-lora over ergo when alpaca-lora is primarily Jupyter Notebook; ergo is Go; License: alpaca-lora is Apache-2.0, ergo is MIT; Tags unique to alpaca-lora: jupyter-notebook; Also covers Inference & Serving, Model Training; alpaca-lora ships Docker support for self-hosted deployment. ### When should I avoid alpaca-lora? Last GitHub push was 716 days ago (dormant maintenance, Jul 29, 2024). Validate activity before betting a new project on alpaca-lora. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ### Is ergo or alpaca-lora more popular on GitHub? alpaca-lora has more GitHub stars (18,913 vs 4,614). Stars measure visibility, not whether either tool fits your constraints. ### Are ergo and alpaca-lora open source? Yes - both are open-source projects on GitHub (ergo: MIT, alpaca-lora: Apache-2.0). ### Where can I find alternatives to ergo or alpaca-lora? GraphCanon lists graph-backed alternatives at [ergo alternatives](/tools/ergo-services-ergo/alternatives) and [alpaca-lora alternatives](/tools/tloen-alpaca-lora/alternatives) ([ergo markdown twin](/tools/ergo-services-ergo/alternatives.md), [alpaca-lora markdown twin](/tools/tloen-alpaca-lora/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/ergo-services-ergo-vs-tloen-alpaca-lora.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ergo or alpaca-lora? ergo: Active. alpaca-lora: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for ergo and alpaca-lora? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ergo trust report](/tools/ergo-services-ergo/trust); [alpaca-lora trust report](/tools/tloen-alpaca-lora/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=ergo-services-ergo`](/api/graphcanon/graph?tool=ergo-services-ergo) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_