4c19593a90
* draft of usage stats * fix wrong link * launcher doesn't need sysinfo dep * only tokenizer class instead of hole struct * unused import * fix clippy errors * update openAPI doc * cargo fmt * fix error in passing flags to router * try again to update docs * run pre-commit locally * Update router/src/main.rs Co-authored-by: Hugo Larcher <hugo.larcher@huggingface.co> * Update router/src/main.rs Co-authored-by: Hugo Larcher <hugo.larcher@huggingface.co> * on crash use anonymous error event * delete json_output and ngrok * more robust way of checking if is in container * more robust nvidia smi * parse xpu more robustly * fix errors * add nvidia-smi details in docs * cargo fmt * fix clippy * should make docs check pass * Update router/src/usage_stats.rs Co-authored-by: Hugo Larcher <hugo.larcher@huggingface.co> * error reason can't be in nested json * cargo fmt --------- Co-authored-by: Hugo Larcher <hugo.larcher@huggingface.co> Co-authored-by: Erik Kaunismäki <erikkaum@Eriks-MacBook-Pro.local>
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Collection of Usage Statistics
Text Generation Inference collects anonymous usage statistics to help us improve the service. The collected data is used to improve TGI and to understand what causes failures. The data is collected transparently and any sensitive information is omitted.
Data is sent twice, once on server startup and once when server stops. Also, usage statistics are only enabled when TGI is running in docker to avoid collecting data then TGI runs directly on the host machine.
What data is collected
The code that collects the data is available here. As of release 2.1.2 this is an example of the data collected:
- From the TGI configuration:
{
"event_type": "start",
"disable_grammar_support": false,
"max_batch_prefill_tokens": 4096,
"max_batch_size": null,
"max_batch_total_tokens": null,
"max_best_of": 2,
"max_client_batch_size": 4,
"max_concurrent_requests": 128,
"max_input_tokens": 1024,
"max_stop_sequences": 4,
"max_top_n_tokens": 5,
"max_total_tokens": 2048,
"max_waiting_tokens": 20,
"messages_api_enabled": false,
"model_config": {
"model_type": "Bloom"
},
"revision": null,
"tokenizer_class": "BloomTokenizerFast",
"validation_workers": 2,
"waiting_served_ratio": 1.2,
"docker_label": "latest",
"git_sha": "cfc118704880453d29bcbe4fbbd91dda501cf5fe",
"nvidia_env": {
"name": "NVIDIA A10G",
"pci_bus_id": "00000000:00:1E.0",
"driver_version": "535.183.01",
"pstate": "P8",
"pcie_link_gen_max": "4",
"pcie_link_gen_current": "1",
"temperature_gpu": "31",
"utilization_gpu": "0 %",
"utilization_memory": "0 %",
"memory_total": "23028 MiB",
"memory_free": "22515 MiB",
"memory_used": "0 MiB",
"reset_status_reset_required": "No",
"reset_status_drain_and_reset_recommended": "No",
"compute_cap": "8.6",
"ecc_errors_corrected_volatile_total": "0",
"mig_mode_current": "[N/A]",
"power_draw_instant": "10.86 W",
"power_limit": "300.00 W"
},
"system_env": {
"cpu_count": 16,
"cpu_type": "AMD EPYC 7R32",
"total_memory": 66681196544,
"architecture": "x86_64",
"platform": "linux-unix-x86_64"
}
}
How to opt-out
You can easily opt out by passing the --disable-usage-stats to the text-generation-launcher command. This will disable all usage statistics. You can also pass --disable-crash-reports which disables sending specific crash reports, but allows anonymous usage statistics.