--- title: "serge vs alpaca-lora" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/serge-chat-serge-vs-tloen-alpaca-lora" tools: ["serge-chat-serge", "tloen-alpaca-lora"] --- # serge vs alpaca-lora *GraphCanon updated Jul 12, 2026* ## Verdict Pick serge when serge is primarily Svelte; alpaca-lora is Jupyter Notebook; pick alpaca-lora when alpaca-lora is primarily Jupyter Notebook; serge is Svelte. [serge](https://serge.chat) reports 5.7k GitHub stars, 391 forks, and 33 open issues, last pushed Nov 21, 2025. [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 [serge's repository](https://github.com/serge-chat/serge) and [alpaca-lora's repository](https://github.com/tloen/alpaca-lora). | | [serge](/tools/serge-chat-serge.md) | [alpaca-lora](/tools/tloen-alpaca-lora.md) | | --- | --- | --- | | Tagline | A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. | Instruct-tune LLaMA on consumer hardware | | Stars | 5,724 | 18,913 | | Forks | 391 | 2,185 | | Open issues | 33 | 366 | | Language | Svelte | Jupyter Notebook | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 | | Categories | Computer Vision | Computer Vision, Inference & Serving, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [serge](/tools/serge-chat-serge.md) | [alpaca-lora](/tools/tloen-alpaca-lora.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Dormant (18%) | | Days since push | 232d | 712d | | Open issues (now) | 33 | 366 | | Owner type | Organization | User | | Security scan | No lockfile | 1 critical, 5 high, 12 medium, 28 low (1 critical, 5 high, 12 medium, 28 low) | | Full report | [trust report](/tools/serge-chat-serge/trust.md) | [trust report](/tools/tloen-alpaca-lora/trust.md) | ## Choose when ### Choose serge if… - serge is primarily Svelte; alpaca-lora is Jupyter Notebook. - Tags unique to serge: alpaca, docker, fastapi, llama. - More recently updated (last pushed Nov 21, 2025). ### Choose alpaca-lora if… - alpaca-lora is primarily Jupyter Notebook; serge is Svelte. - Tags unique to alpaca-lora: jupyter notebook. - Also covers Inference & Serving, Model Training. ## When NOT to use serge - Last GitHub push was 233 days ago (slowing maintenance, Nov 21, 2025). Validate activity before betting a new project on serge. ## When NOT to use alpaca-lora - Last GitHub push was 712 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 serge and alpaca-lora? serge: A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API.. alpaca-lora: Instruct-tune LLaMA on consumer hardware. See the comparison table for live GitHub stats and shared categories. ### When should I choose serge over alpaca-lora? Choose serge over alpaca-lora when serge is primarily Svelte; alpaca-lora is Jupyter Notebook; Tags unique to serge: alpaca, docker, fastapi, llama; More recently updated (last pushed Nov 21, 2025). ### When should I choose alpaca-lora over serge? Choose alpaca-lora over serge when alpaca-lora is primarily Jupyter Notebook; serge is Svelte; Tags unique to alpaca-lora: jupyter notebook; Also covers Inference & Serving, Model Training. ### When should I avoid serge? Last GitHub push was 233 days ago (slowing maintenance, Nov 21, 2025). Validate activity before betting a new project on serge. ### When should I avoid alpaca-lora? Last GitHub push was 712 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 serge or alpaca-lora more popular on GitHub? alpaca-lora has more GitHub stars (18,913 vs 5,724). Stars measure visibility, not whether either tool fits your constraints. ### Are serge and alpaca-lora open source? Yes - both are open-source projects on GitHub (serge: Apache-2.0, alpaca-lora: Apache-2.0). ### Where can I find alternatives to serge or alpaca-lora? GraphCanon lists graph-backed alternatives at [serge alternatives](/tools/serge-chat-serge/alternatives) and [alpaca-lora alternatives](/tools/tloen-alpaca-lora/alternatives) ([serge markdown twin](/tools/serge-chat-serge/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/serge-chat-serge-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, serge or alpaca-lora? serge: Slowing. 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 serge and alpaca-lora? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [serge trust report](/tools/serge-chat-serge/trust); [alpaca-lora trust report](/tools/tloen-alpaca-lora/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=serge-chat-serge`](/api/graphcanon/graph?tool=serge-chat-serge) - 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/_