Split (1)

train · 141 rows

model_key stringclasses 25 values	repo_id stringclasses 25 values	family stringclasses 17 values	tier stringclasses 1 value	params_b float64 0.36 7.62	checkpoint_gib float64 1.04 7.49	n_shards int64 1 3	bytes_per_param float64 0.73 4.28	experiment stringclasses 3 values	condition stringclasses 6 values	p50_ms float64 678 66.6k	p95_ms float64 690 66.7k	stdev_ms float64 7.5 8.74k	rsd float64 0 2.15	n_trials int64 3 5	throughput_mib_s float64 109 2.15k	gpu stringclasses 1 value	device_class stringclasses 1 value	reliable bool 2 classes
qwen2.5-coder-1.5b	Qwen/Qwen2.5-Coder-1.5B-Instruct	qwen2.5-coder	small	1.54	2.875	1	2.005	storage_tier	local-nvme	2,338.3	4,674.72	1,267.91	0.5422	5	1,259.04	Tesla T4	t4	false
gpt2-large	openai-community/gpt2-large	gpt2	small	0.774	3.024	1	4.195	storage_tier	local-nvme	1,908.99	2,512.38	280.1	0.1467	5	1,622.1	Tesla T4	t4	true
falcon3-1b	tiiuae/Falcon3-1B-Instruct	falcon3	small	1	3.11	1	3.339	storage_tier	local-nvme	2,097.43	2,512.33	255.75	0.1219	5	1,518.35	Tesla T4	t4	true
smollm2-1.7b	HuggingFaceTB/SmolLM2-1.7B-Instruct	smollm2	small	1.71	3.188	1	2.002	storage_tier	local-nvme	2,180.12	2,618.96	279.76	0.1283	5	1,497.4	Tesla T4	t4	true
bloom-1b7	bigscience/bloom-1b7	bloom	small	1.7	3.208	1	2.026	storage_tier	local-nvme	2,055.54	2,637.45	296.26	0.1441	5	1,598.12	Tesla T4	t4	true
deepseek-r1-distill-qwen-1.5b	deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B	deepseek-r1	small	1.78	3.31	1	1.997	storage_tier	local-nvme	2,132.53	2,457.43	162.12	0.076	5	1,589.39	Tesla T4	t4	true
qwen3-1.7b	Qwen/Qwen3-1.7B	qwen3	small	1.7	3.784	2	2.39	storage_tier	local-nvme	2,967.42	8,231.97	2,597.01	0.8752	5	1,305.79	Tesla T4	t4	false
phi-2	microsoft/phi-2	phi	small	2.78	5.178	2	2	storage_tier	local-nvme	9,390.04	21,252.69	6,516.98	0.694	5	564.67	Tesla T4	t4	false
qwen2.5-7b-awq	Qwen/Qwen2.5-7B-Instruct-AWQ	qwen2.5-awq	small	7.62	5.188	2	0.731	storage_tier	local-nvme	5,635.85	15,885.83	5,272.93	0.9356	5	942.63	Tesla T4	t4	false
qwen2.5-7b-gptq-int4	Qwen/Qwen2.5-7B-Instruct-GPTQ-Int4	qwen2.5-gptq	small	7.62	5.192	2	0.732	storage_tier	local-nvme	5,151.85	13,855.94	4,192.54	0.8138	5	1,031.98	Tesla T4	t4	false
stablelm-zephyr-3b	stabilityai/stablelm-zephyr-3b	stablelm	small	2.8	5.207	1	1.997	storage_tier	local-nvme	21,967.62	21,987.86	27.13	0.0012	5	242.72	Tesla T4	t4	true
pythia-2.8b	EleutherAI/pythia-2.8b	pythia	small	2.8	5.294	1	2.03	storage_tier	local-nvme	22,252.33	22,310.64	34.53	0.0016	5	243.62	Tesla T4	t4	true
smollm3-3b	HuggingFaceTB/SmolLM3-3B	smollm3	small	3.08	5.728	2	1.997	storage_tier	local-nvme	8,822.38	17,518.78	5,179.79	0.5871	5	664.84	Tesla T4	t4	false
stablelm-2-1-6b	stabilityai/stablelm-2-1_6b-chat	stablelm	small	1.64	6.126	2	4.011	storage_tier	local-nvme	25,999.38	26,030.78	61.27	0.0024	5	241.28	Tesla T4	t4	true
phi-3.5-mini	microsoft/Phi-3.5-mini-instruct	phi	small	3.82	7.117	2	2	storage_tier	local-nvme	30,168.3	30,227.47	32.57	0.0011	5	241.57	Tesla T4	t4	true
phi-3-mini-4k	microsoft/Phi-3-mini-4k-instruct	phi	small	3.82	7.117	2	2	storage_tier	local-nvme	30,136.45	30,206.59	37.92	0.0013	5	241.83	Tesla T4	t4	true
qwen3-4b	Qwen/Qwen3-4B	qwen3	small	4	7.492	3	2.011	storage_tier	local-nvme	27,124.15	27,317.04	111.12	0.0041	5	282.84	Tesla T4	t4	true
bloomz-560m	bigscience/bloomz-560m	bloom	small	0.56	1.042	1	1.998	storage_tier	remote-emulated-200MiBs	6,011.45	8,490.07	1,227.43	0.2042	5	177.5	Tesla T4	t4	true
qwen3-0.6b	Qwen/Qwen3-0.6B	qwen3	small	0.6	1.4	1	2.505	storage_tier	remote-emulated-200MiBs	8,105.65	8,964.32	429.4	0.053	5	176.86	Tesla T4	t4	true
gpt2-medium	openai-community/gpt2-medium	gpt2	small	0.355	1.416	1	4.283	storage_tier	remote-emulated-200MiBs	8,176.08	8,447.3	138.5	0.0169	5	177.34	Tesla T4	t4	true
tinyllama-1.1b-v1.0	TinyLlama/TinyLlama-1.1B-Chat-v1.0	tinyllama	small	1.1	2.049	1	2	storage_tier	remote-emulated-200MiBs	11,788.49	12,686.29	407.88	0.0346	5	177.99	Tesla T4	t4	true
deepseek-coder-1.3b	deepseek-ai/deepseek-coder-1.3b-instruct	deepseek	small	1.35	2.508	1	1.995	storage_tier	remote-emulated-200MiBs	14,795.63	14,853.32	202.8	0.0137	5	173.58	Tesla T4	t4	true
pythia-1.4b	EleutherAI/pythia-1.4b	pythia	small	1.4	2.729	1	2.093	storage_tier	remote-emulated-200MiBs	15,883.07	16,364.86	288	0.0181	5	175.94	Tesla T4	t4	true
qwen2.5-1.5b	Qwen/Qwen2.5-1.5B-Instruct	qwen2.5	small	1.54	2.875	1	2.005	storage_tier	remote-emulated-200MiBs	17,075.09	20,699.8	1,762.22	0.1032	5	172.41	Tesla T4	t4	true
qwen2.5-coder-1.5b	Qwen/Qwen2.5-Coder-1.5B-Instruct	qwen2.5-coder	small	1.54	2.875	1	2.005	storage_tier	remote-emulated-200MiBs	16,745.75	17,474	441.23	0.0263	5	175.81	Tesla T4	t4	true
gpt2-large	openai-community/gpt2-large	gpt2	small	0.774	3.024	1	4.195	storage_tier	remote-emulated-200MiBs	17,375.51	18,597.08	549	0.0316	5	178.22	Tesla T4	t4	true
falcon3-1b	tiiuae/Falcon3-1B-Instruct	falcon3	small	1	3.11	1	3.339	storage_tier	remote-emulated-200MiBs	17,963.8	19,028.87	556.02	0.031	5	177.28	Tesla T4	t4	true
smollm2-1.7b	HuggingFaceTB/SmolLM2-1.7B-Instruct	smollm2	small	1.71	3.188	1	2.002	storage_tier	remote-emulated-200MiBs	19,126.9	19,606.29	312	0.0163	5	170.68	Tesla T4	t4	true
bloom-1b7	bigscience/bloom-1b7	bloom	small	1.7	3.208	1	2.026	storage_tier	remote-emulated-200MiBs	18,557.8	19,043.75	251.84	0.0136	5	177.01	Tesla T4	t4	true
deepseek-r1-distill-qwen-1.5b	deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B	deepseek-r1	small	1.78	3.31	1	1.997	storage_tier	remote-emulated-200MiBs	19,013.22	20,817.13	873.88	0.046	5	178.27	Tesla T4	t4	true
qwen3-1.7b	Qwen/Qwen3-1.7B	qwen3	small	1.7	3.784	2	2.39	storage_tier	remote-emulated-200MiBs	22,459.24	26,589.9	2,207.02	0.0983	5	172.53	Tesla T4	t4	true
phi-2	microsoft/phi-2	phi	small	2.78	5.178	2	2	storage_tier	remote-emulated-200MiBs	32,540.47	45,733.33	6,586.88	0.2024	5	162.94	Tesla T4	t4	true
qwen2.5-7b-awq	Qwen/Qwen2.5-7B-Instruct-AWQ	qwen2.5-awq	small	7.62	5.188	2	0.731	storage_tier	remote-emulated-200MiBs	31,946.74	41,997.27	4,964.89	0.1554	5	166.29	Tesla T4	t4	true
qwen2.5-7b-gptq-int4	Qwen/Qwen2.5-7B-Instruct-GPTQ-Int4	qwen2.5-gptq	small	7.62	5.192	2	0.732	storage_tier	remote-emulated-200MiBs	31,566.65	41,264.7	4,875.4	0.1544	5	168.42	Tesla T4	t4	true
stablelm-zephyr-3b	stabilityai/stablelm-zephyr-3b	stablelm	small	2.8	5.207	1	1.997	storage_tier	remote-emulated-200MiBs	48,714.58	48,766.47	35.75	0.0007	5	109.45	Tesla T4	t4	true
pythia-2.8b	EleutherAI/pythia-2.8b	pythia	small	2.8	5.294	1	2.03	storage_tier	remote-emulated-200MiBs	49,399.74	49,462.14	107.2	0.0022	5	109.74	Tesla T4	t4	true
smollm3-3b	HuggingFaceTB/SmolLM3-3B	smollm3	small	3.08	5.728	2	1.997	storage_tier	remote-emulated-200MiBs	40,280.15	49,405.74	5,869.1	0.1457	5	145.62	Tesla T4	t4	true
stablelm-2-1-6b	stabilityai/stablelm-2-1_6b-chat	stablelm	small	1.64	6.126	2	4.011	storage_tier	remote-emulated-200MiBs	57,305.97	57,339.69	16.81	0.0003	5	109.47	Tesla T4	t4	true
phi-3.5-mini	microsoft/Phi-3.5-mini-instruct	phi	small	3.82	7.117	2	2	storage_tier	remote-emulated-200MiBs	63,060.84	66,701.68	4,687.84	0.0743	5	115.57	Tesla T4	t4	true
phi-3-mini-4k	microsoft/Phi-3-mini-4k-instruct	phi	small	3.82	7.117	2	2	storage_tier	remote-emulated-200MiBs	66,585.73	66,600.89	15.78	0.0002	5	109.45	Tesla T4	t4	true
qwen3-4b	Qwen/Qwen3-4B	qwen3	small	4	7.492	3	2.011	storage_tier	remote-emulated-200MiBs	66,268.19	66,551.85	150.49	0.0023	5	115.77	Tesla T4	t4	true

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