Split (1)

train · 122 rows

variant string	vram_gb int64	memory_type string	bus_width_bit int64	bandwidth_gbps int64	tdp_w int64	pcie_lanes int64	gpu_count int64	model string	params_b int64	quant string	backend string	backend_version string	driver_version string	os string	context_len int64	concurrency int64	tok_s_prefill float64	tok_s_decode float64	vram_used_gb float64	power_w float64	thinking string	source string	submitter string	date timestamp[s]	notes string
desktop	24	gddr7	192	672	140	16	1	qwopus36-27b-q4km	27	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	8,192	1	61.47	31.1	16.34	149.381	off	owner-measured	Andrew	2026-06-18T00:00:00	Seeded from llm-lab card-bench qwopus36-27b-q4km-1gpu; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	2	qwopus36-27b-q4km	27	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	2,048	1	64.89	32.79	16.855	206.083	off	owner-measured	Andrew	2026-06-18T00:00:00	Seeded from llm-lab card-bench qwopus36-27b-q4km-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	2	qwopus36-27b-q4km	27	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	8,192	1	65.15	31.86	17.102	205.447	off	owner-measured	Andrew	2026-06-18T00:00:00	Seeded from llm-lab card-bench qwopus36-27b-q4km-2gpu; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	2	qwen36-35b-a3b-nvfp4-verifier	35	nvfp4	vllm	0.23.0-a24a03aa	610.43.02	Ubuntu 24.04.4 LTS	8,192	1	14,178.05	198.99	44.912	232.333	off	owner-measured	Andrew	2026-06-22T00:00:00	vLLM concurrency bench 2026-06-22: stock NVFP4 ModelOpt verifier of Qwen3.6-35B-A3B served alone (no DFlash draft) on the 0.23.0-cu129 container, dual-GPU tensor-parallel + expert-parallel. Single-stream decode, 3-run median, client-stream timing. Same-session llama.cpp Q4_K_M baseline 130.69 tok/s decode at this conte...
desktop	24	gddr7	192	672	140	16	2	qwen36-35b-a3b-nvfp4-verifier	35	nvfp4	vllm	0.23.0-a24a03aa	610.43.02	Ubuntu 24.04.4 LTS	4,096	4	null	391.79	45.12	null	off	owner-measured	Andrew	2026-06-22T00:00:00	vLLM concurrency bench 2026-06-22 (CC-PROMPT-vllm-concurrency-bench). 4-way concurrent SUSTAINED decode: tok_s_decode is the aggregate over 4 streams at 256 tok/stream forced via ignore_eos (equal-length vs llama's natural 256); EP = tensor-parallel-size 2 + expert-parallel, 0.23.0-cu129 container. NOT natural-chat thr...
desktop	24	gddr7	192	672	140	16	2	qwen36-35b-a3b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	4,096	4	null	253.44	22.368	178.307	off	owner-measured	Andrew	2026-06-22T00:00:00	vLLM concurrency bench 2026-06-22: llama.cpp production baseline, 4-way concurrent SUSTAINED decode: tok_s_decode is the aggregate over 4 streams at 256 tok/stream (natural, hit the 256 cap), dual-GPU layer-split, q8_0 KV. Single measured volley (one-shot), not a 3-run median. tok_s_prefill is null - not separately mea...
desktop	24	gddr7	192	672	140	16	1	ornith-1.0-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	2,048	1	193.76	152.07	20.27	128.304	on	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench ornith-1.0-35b-q4-k-m-1gpu; reasoning-on serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	1	ornith-1.0-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	8,192	1	186.21	145.67	20.338	132.346	on	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench ornith-1.0-35b-q4-k-m-1gpu; reasoning-on serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	1	ornith-1.0-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	32,768	1	160.79	127.47	20.656	137.918	on	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench ornith-1.0-35b-q4-k-m-1gpu; reasoning-on serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	1	ornith-1.0-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	131,072	1	99.38	79.63	21.934	139.528	on	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench ornith-1.0-35b-q4-k-m-1gpu; reasoning-on serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	2	ornith-1.0-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	2,048	1	195.39	155.66	20.748	168.426	on	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench ornith-1.0-35b-q4-k-m-2gpu; reasoning-on serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	2	ornith-1.0-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	8,192	1	187.73	149.5	20.857	176.072	on	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench ornith-1.0-35b-q4-k-m-2gpu; reasoning-on serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	2	ornith-1.0-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	32,768	1	163.43	130.59	21.381	180.588	on	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench ornith-1.0-35b-q4-k-m-2gpu; reasoning-on serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	2	ornith-1.0-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	131,072	1	99.75	83.03	23.504	188.749	on	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench ornith-1.0-35b-q4-k-m-2gpu; reasoning-on serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	1	titus-cyber-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	2,048	1	191.12	152.05	20.27	119.553	off	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench titus-cyber-35b-q4-k-m-1gpu; reasoning-off serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	1	titus-cyber-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	8,192	1	183.93	145.94	20.338	129.156	off	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench titus-cyber-35b-q4-k-m-1gpu; reasoning-off serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	1	titus-cyber-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	32,768	1	157.88	126.98	20.656	121.624	off	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench titus-cyber-35b-q4-k-m-1gpu; reasoning-off serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	1	titus-cyber-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	131,072	1	99.59	80.85	21.934	134.196	off	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench titus-cyber-35b-q4-k-m-1gpu; reasoning-off serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	2	titus-cyber-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	2,048	1	190.15	156.47	20.748	158.476	off	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench titus-cyber-35b-q4-k-m-2gpu; reasoning-off serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	2	titus-cyber-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	8,192	1	180.79	149.69	20.857	174.615	off	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench titus-cyber-35b-q4-k-m-2gpu; reasoning-off serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	2	titus-cyber-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	32,768	1	160.56	131.36	21.381	160.318	off	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench titus-cyber-35b-q4-k-m-2gpu; reasoning-off serve; one row per context; median of kept runs; production stack stopped for clean measurement.
desktop	24	gddr7	192	672	140	16	2	titus-cyber-35b-q4-k-m	35	gguf-q4_k_m	llama.cpp	94a220cd6745e6e3f8de62870b66fd5b9bc92700	610.43.02	Ubuntu 24.04.4 LTS	131,072	1	97.74	83.88	23.502	166.126	off	owner-measured	Andrew	2026-06-26T00:00:00	Seeded from llm-lab card-bench titus-cyber-35b-q4-k-m-2gpu; reasoning-off serve; one row per context; median of kept runs; production stack stopped for clean measurement.

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