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| title: Serving a model on your own GPU | |
| emoji: 🧭 | |
| colorFrom: blue | |
| colorTo: gray | |
| sdk: static | |
| app_file: index.html | |
| pinned: false | |
| license: apache-2.0 | |
| short_description: Five questions between a model page and a model that runs | |
| # Serving a model on your own GPU | |
| Five questions stand between a model page and a model that runs, and | |
| every one of them has an answer already sitting in the repo's metadata. | |
| This page is the index of the tools that read it — in the visitor's | |
| browser, without downloading weights and without running anything. | |
| | The question | The tool | | |
| |---|---| | |
| | Which model should I even try? | [Find a model that fits](https://huggingface.co/spaces/aleada/model-search-that-answers) | | |
| | How much context can I actually serve? | [What context will actually fit?](https://huggingface.co/spaces/aleada/what-context-fits) | | |
| | How do I run it correctly? | [Does this model need a reasoning parser?](https://huggingface.co/spaces/aleada/reasoning-parser-advisor) | | |
| | What did this quantized pack really compress? | [How much of this pack is actually 4-bit?](https://huggingface.co/spaces/aleada/pack-precision-map) | | |
| | Is the pack what it claims to be? | [Does this pack keep what it claims?](https://huggingface.co/spaces/aleada/pack-integrity-check) | | |
| Put a model in the box and every step opens with it already filled in — | |
| `?repo=owner/model` is read by each tool, so a model travels with you | |
| through the chain instead of being retyped five times. | |
| ## Why metadata is enough | |
| A model repo publishes its architecture, its attention topology, its | |
| tensor index and its chat template before you download a byte of | |
| weights. Almost every serving failure — it will not fit, the context is | |
| too long, the answers come back empty, the pack is not what its name | |
| says — is decidable from that alone. | |
| None of these tools loads a model, so none of them can tell you how | |
| *good* it is. They tell you whether it will work, and what it will cost. | |
| ## Development | |
| The list of tools lives once, in `space-shared/tools.js`, and is copied | |
| into each Space at deploy time. This page renders from that same | |
| registry rather than from its own copy — a landing page listing tools | |
| from a private list is the first place a rename goes stale, and the one | |
| page where a dead link costs the most. | |
| ```bash | |
| ./stage-shared.sh | |
| ./deploy.sh aleada/start-here | |
| ``` | |
| Built from the tooling behind the | |
| [aleada](https://huggingface.co/aleada) W4A16 packs. | |