| --- |
| license: cc-by-4.0 |
| task_categories: |
| - text-generation |
| language: |
| - en |
| tags: |
| - rtx-pro-4000 |
| - blackwell |
| - llm-inference |
| - owner-measured |
| pretty_name: RTX PRO 4000 Blackwell Owner Benchmarks |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/results.jsonl |
| --- |
| |
| # RTX PRO 4000 Blackwell Owner Benchmarks |
|
|
| This dataset records owner-operated inference benchmark rows for the NVIDIA RTX |
| PRO 4000 Blackwell family, anchored on the desktop 24 GB card. |
|
|
| The point of the dataset is measured workstation behavior. Cloud benchmark rows, |
| vendor marketing rows, and unverified screenshots are out of scope. |
|
|
| ## Files |
|
|
| - `data/results.jsonl` - benchmark rows, one JSON object per line. |
| - `schema.json` - machine-readable JSON Schema. |
| - `SCHEMA.md` - human-readable field contract and variant rules. |
| - `METHODOLOGY.md` - how runs should be measured and compared. |
| - `CONTRIBUTING.md` - contribution rules and submission template. |
| - `validate.py` - local validator used before accepting rows. |
| - `tests/` - validator fixtures; not benchmark data. |
|
|
| ## Variant Rule |
|
|
| Every row must set `variant` to one of: |
|
|
| - `desktop` |
| - `sff` |
| - `laptop` |
|
|
| The validator cross-checks `variant` against `bandwidth_gbps`, `tdp_w`, and |
| `pcie_lanes` for desktop/SFF rows. `vram_gb`, `memory_type`, and |
| `bus_width_bit` are required metadata, but they are not desktop/SFF |
| discriminators: desktop and SFF rows are both 24 GB GDDR7 ECC on a 192-bit bus. |
| Results for SFF and laptop hardware are welcome, but they remain segregated by |
| variant and are never merged into desktop tables. |
|
|
| ## Seed Rows |
|
|
| The initial seed rows are Andrew's owner-measured llm-lab card-bench results on |
| dual desktop RTX PRO 4000 Blackwell cards. They are marked: |
|
|
| - `variant=desktop` |
| - `memory_type=gddr7` |
| - `bus_width_bit=192` |
| - `tdp_w=140` |
| - `pcie_lanes=16` |
| - `source=owner-measured` |
| - `submitter=Andrew` |
|
|
| The seed rows are representative, not a full export of every local artifact. |
| Their notes record the llm-lab run label and provenance. |
|
|
| ## License |
|
|
| Dataset rows are released under CC-BY-4.0 unless a future row states a stricter |
| compatible license in its notes. |
|
|
