02What kneebench found

{% if error %}
{{ error }}
{% else %} {% if snap.cache %} {% else %} {% endif %} {% if snap.network %} {% endif %}
vLLM version{% if snap.vllm_version %}{{ snap.vllm_version }}detected{% else %}not reported recommendations assume the newest tested vLLM{% endif %}
Served model
Tokenizer {% if model.hf_id %}detected{% else %}
Couldn't map the model's path to Hugging Face; enter its id.
{% endif %}
Context length{{ "{:,}".format(model.max_model_len) if model.max_model_len else "unknown" }}{% if model.max_model_len %}detected{% endif %}
KV cache{{ "{:,}".format(snap.cache.kv_cache_size_tokens) }} tokens · {{ snap.cache.gpu_memory_utilization }} memory utilization · {{ snap.cache.cache_dtype }} dtypedetected
Prefix caching{{ "on" if snap.cache.enable_prefix_caching else "off" }}detected
KV cachenot visible /metrics is unreachable, so memory findings will be estimates
Distance{{ "%.0f"|format(snap.network.http_rtt_ms or 0) }} ms round trip {% if (snap.network.http_rtt_ms or 0) > 20 %}
Far from the server: time per token stays reliable, and first-token times are judged without the network.
{% endif %}
{% endif %}