id	sid	eid	entity	type
ajm-7891	1	1	american journal of management	ORG
ajm-7891	2	1	2025 11	DATE
ajm-7891	2	2	qlora	GPE
ajm-7891	2	3	shivay shakti comscore	PERSON
ajm-7891	2	4	new delhi	GPE
ajm-7891	2	5	hajong indian institute of technology priyanshi dubey government medical college	ORG
ajm-7891	4	1	qlora	GPE
ajm-7891	5	1	36.2%	PERCENT
ajm-7891	5	2	50%	PERCENT
ajm-7891	5	3	87.75%	PERCENT
ajm-7891	6	1	multiplicative	ORG
ajm-7891	7	1	qlora	GPE
ajm-7891	10	1	12	CARDINAL
ajm-7891	10	2	american journal of management vol	ORG
ajm-7891	11	1	2025	CARDINAL
ajm-7891	11	2	1	CARDINAL
ajm-7891	12	1	2	CARDINAL
ajm-7891	12	2	qlora	GPE
ajm-7891	12	3	4	CARDINAL
ajm-7891	12	4	8	CARDINAL
ajm-7891	13	1	3	CARDINAL
ajm-7891	14	1	1	CARDINAL
ajm-7891	16	1	2	CARDINAL
ajm-7891	16	2	multiplicative	ORG
ajm-7891	17	1	3	CARDINAL
ajm-7891	18	1	4	CARDINAL
ajm-7891	20	1	kaplan et al	PERSON
ajm-7891	20	2	2020	DATE
ajm-7891	22	1	gpt-3	ORG
ajm-7891	22	2	brown et al	PERSON
ajm-7891	23	1	2020	DATE
ajm-7891	23	2	175 billion	CARDINAL
ajm-7891	24	1	gpt-3	ORG
ajm-7891	24	2	approximately hundreds	CARDINAL
ajm-7891	26	1	sanh et al	PERSON
ajm-7891	27	1	2019	DATE
ajm-7891	27	2	bert	ORG
ajm-7891	27	3	approximately 97%	PERCENT
ajm-7891	27	4	bert	ORG
ajm-7891	27	5	60%	PERCENT
ajm-7891	32	1	2021	CARDINAL
ajm-7891	34	1	american journal of management vol	ORG
ajm-7891	35	1	2025	CARDINAL
ajm-7891	35	2	13	CARDINAL
ajm-7891	35	3	lora	PERSON
ajm-7891	35	4	lora	PERSON
ajm-7891	36	1	hu et al	PERSON
ajm-7891	37	1	2021	CARDINAL
ajm-7891	37	2	lora	PERSON
ajm-7891	39	1	lora	PERSON
ajm-7891	39	2	qlora	GPE
ajm-7891	39	3	lora	PERSON
ajm-7891	39	4	qlora	GPE
ajm-7891	39	5	lora	PERSON
ajm-7891	41	1	2023	CARDINAL
ajm-7891	41	2	qlora	PERSON
ajm-7891	41	3	85%	PERCENT
ajm-7891	42	1	qlora	GPE
ajm-7891	44	1	lora	PERSON
ajm-7891	45	1	lester et al	PERSON
ajm-7891	45	2	2021	CARDINAL
ajm-7891	46	1	lora	PERSON
ajm-7891	47	1	2023	CARDINAL
ajm-7891	49	1	2023	CARDINAL
ajm-7891	51	1	nvidia	ORG
ajm-7891	51	2	igx orin platform	ORG
ajm-7891	54	1	four	CARDINAL
ajm-7891	56	1	14	CARDINAL
ajm-7891	56	2	american journal of management vol	ORG
ajm-7891	56	3	2025	DATE
ajm-7891	58	1	four	CARDINAL
ajm-7891	58	2	sci/tech	ORG
ajm-7891	62	1	f1	PERSON
ajm-7891	64	1	google colab t4	ORG
ajm-7891	67	1	four	CARDINAL
ajm-7891	69	1	distilbert	PERSON
ajm-7891	71	1	lora	PERSON
ajm-7891	75	1	distilbert	PERSON
ajm-7891	76	1	qlora	PERSON
ajm-7891	78	1	american journal of management	ORG
ajm-7891	79	1	2025 15	DATE
ajm-7891	79	2	t4	GPE
ajm-7891	79	3	16	CARDINAL
ajm-7891	82	1	5	CARDINAL
ajm-7891	82	2	16	CARDINAL
ajm-7891	82	3	qlora	PERSON
ajm-7891	82	4	8)	CARDINAL
ajm-7891	84	1	b. qlora	PERSON
ajm-7891	84	2	4	CARDINAL
ajm-7891	84	3	8	CARDINAL
ajm-7891	85	1	twenty	CARDINAL
ajm-7891	86	1	qlora	GPE
ajm-7891	91	1	lora	PERSON
ajm-7891	94	1	two	CARDINAL
ajm-7891	94	2	metrics a.	PERSON
ajm-7891	95	1	b. f1	PERSON
ajm-7891	97	1	metrics a.	PERSON
ajm-7891	98	1	minutes	TIME
ajm-7891	100	1	16	CARDINAL
ajm-7891	100	2	american journal of management vol	ORG
ajm-7891	100	3	2025	CARDINAL
ajm-7891	101	1	a. weights &	ORG
ajm-7891	101	2	w&b	ORG
ajm-7891	102	1	w&b	ORG
ajm-7891	103	1	1	CARDINAL
ajm-7891	103	2	qlora	GPE
ajm-7891	103	3	qlora	GPE
ajm-7891	103	4	qlora	GPE
ajm-7891	103	5	2	CARDINAL
ajm-7891	104	1	qlora	GPE
ajm-7891	105	1	2	CARDINAL
ajm-7891	105	2	qlora	GPE
ajm-7891	105	3	qlora	PERSON
ajm-7891	105	4	7.45 5.25	CARDINAL
ajm-7891	105	5	sa ge	PERSON
ajm-7891	105	6	qlora	GPE
ajm-7891	105	7	qlora	GPE
ajm-7891	105	8	87.50	MONEY
ajm-7891	105	9	88.25	CARDINAL
ajm-7891	105	10	3.0 4.0 5.0	CARDINAL
ajm-7891	105	11	qlora	GPE
ajm-7891	105	12	qlora american journal of management	ORG
ajm-7891	106	1	2025	CARDINAL
ajm-7891	106	2	17	CARDINAL
ajm-7891	107	1	qlora	GPE
ajm-7891	108	1	0.02	MONEY
ajm-7891	110	1	metrics a.	PERSON
ajm-7891	110	2	88.00%	PERCENT
ajm-7891	110	3	b. f1	PERSON
ajm-7891	110	4	87.98%	PERCENT
ajm-7891	110	5	88.11%	PERCENT
ajm-7891	110	6	88.00%	PERCENT
ajm-7891	110	7	32 minutes	TIME
ajm-7891	111	1	6.00	CARDINAL
ajm-7891	112	1	3	CARDINAL
ajm-7891	112	2	4	CARDINAL
ajm-7891	113	1	50	CARDINAL
ajm-7891	114	1	46	CARDINAL
ajm-7891	115	1	u te s	FAC
ajm-7891	115	2	qlora	GPE
ajm-7891	115	3	qlora	GPE
ajm-7891	116	1	18	CARDINAL
ajm-7891	116	2	american	NORP
ajm-7891	117	1	2025	CARDINAL
ajm-7891	117	2	4	CARDINAL
ajm-7891	118	1	10	CARDINAL
ajm-7891	118	2	20	CARDINAL
ajm-7891	120	1	0.025	MONEY
ajm-7891	120	2	qlora	GPE
ajm-7891	121	1	qlora	GPE
ajm-7891	122	1	metrics a.	PERSON
ajm-7891	122	2	87.75%	PERCENT
ajm-7891	122	3	b. f1	PERSON
ajm-7891	122	4	87.68%	PERCENT
ajm-7891	122	5	87.82%	PERCENT
ajm-7891	122	6	87.75%	PERCENT
ajm-7891	122	7	4.75	CARDINAL
ajm-7891	123	1	28 minutes	TIME
ajm-7891	124	1	86	CARDINAL
ajm-7891	124	2	88	CARDINAL
ajm-7891	124	3	american journal of management vol	ORG
ajm-7891	125	1	2025 19	DATE
ajm-7891	125	2	5	CARDINAL
ajm-7891	125	3	f1	PERSON
ajm-7891	127	1	0.015	MONEY
ajm-7891	130	1	20	CARDINAL
ajm-7891	130	2	american journal of management vol	ORG
ajm-7891	131	1	2025	CARDINAL
ajm-7891	131	2	1	CARDINAL
ajm-7891	132	1	f1	PERSON
ajm-7891	132	2	88.25	CARDINAL
ajm-7891	132	3	88.17	MONEY
ajm-7891	132	4	88.25	CARDINAL
ajm-7891	132	5	distilbert	ORG
ajm-7891	133	1	87.50	CARDINAL
ajm-7891	133	2	87.22	MONEY
ajm-7891	133	3	87.50	CARDINAL
ajm-7891	133	4	0.020	CARDINAL
ajm-7891	134	1	88.00	CARDINAL
ajm-7891	134	2	87.98	MONEY
ajm-7891	134	3	qlora	GPE
ajm-7891	134	4	87.75	CARDINAL
ajm-7891	134	5	87.68	MONEY
ajm-7891	134	6	87.75	MONEY
ajm-7891	134	7	4.75 0.015	CARDINAL
ajm-7891	136	1	10	CARDINAL
ajm-7891	136	2	20	DATE
ajm-7891	136	3	50	CARDINAL
ajm-7891	139	1	a. 10	PERSON
ajm-7891	139	2	86.50%	PERCENT
ajm-7891	139	3	5.75	CARDINAL
ajm-7891	139	4	29 minutes	TIME
ajm-7891	139	5	0.0011	MONEY
ajm-7891	140	1	20	CARDINAL
ajm-7891	140	2	88.00%	PERCENT
ajm-7891	140	3	6.00	CARDINAL
ajm-7891	140	4	32 minutes	TIME
ajm-7891	140	5	0.0013	MONEY
ajm-7891	141	1	50	CARDINAL
ajm-7891	141	2	88.20%	PERCENT
ajm-7891	141	3	american journal of management	ORG
ajm-7891	143	1	2025 21	DATE
ajm-7891	143	2	7.00	CARDINAL
ajm-7891	143	3	39 minutes	TIME
ajm-7891	143	4	o	DATE
ajm-7891	143	5	0.0016	MONEY
ajm-7891	144	1	20	CARDINAL
ajm-7891	147	1	6	CARDINAL
ajm-7891	148	1	section iv.b	GPE
ajm-7891	148	2	88.25%	PERCENT
ajm-7891	149	1	20	CARDINAL
ajm-7891	149	2	19.5%	PERCENT
ajm-7891	150	1	8	CARDINAL
ajm-7891	152	1	4	CARDINAL
ajm-7891	152	2	87.25%	PERCENT
ajm-7891	152	3	4.50	CARDINAL
ajm-7891	152	4	26 minutes	TIME
ajm-7891	152	5	0.0012	MONEY
ajm-7891	152	6	88.2	CARDINAL
ajm-7891	152	7	88.2	CARDINAL
ajm-7891	152	8	1	CARDINAL
ajm-7891	152	9	2	CARDINAL
ajm-7891	152	10	22	CARDINAL
ajm-7891	152	11	american journal of management vol	ORG
ajm-7891	154	1	2025	CARDINAL
ajm-7891	155	1	8	CARDINAL
ajm-7891	155	2	88.00%	PERCENT
ajm-7891	155	3	5.25	CARDINAL
ajm-7891	155	4	30 minutes	TIME
ajm-7891	155	5	0.0016	MONEY
ajm-7891	157	1	7	CARDINAL
ajm-7891	157	2	4	CARDINAL
ajm-7891	157	3	4	CARDINAL
ajm-7891	157	4	8	CARDINAL
ajm-7891	161	1	1-2	CARDINAL
ajm-7891	161	2	86.00%	PERCENT
ajm-7891	161	3	4.25	CARDINAL
ajm-7891	161	4	0.0010	MONEY
ajm-7891	162	1	3	CARDINAL
ajm-7891	162	2	87.80%	PERCENT
ajm-7891	162	3	5.00	CARDINAL
ajm-7891	162	4	0.0013	MONEY
ajm-7891	162	5	88.00	CARDINAL
ajm-7891	162	6	20 40	DATE
ajm-7891	162	7	4-bit	QUANTITY
ajm-7891	162	8	american journal of management	ORG
ajm-7891	164	1	2025	CARDINAL
ajm-7891	164	2	23	CARDINAL
ajm-7891	166	1	5	CARDINAL
ajm-7891	166	2	88.25%	PERCENT
ajm-7891	166	3	6.25	CARDINAL
ajm-7891	166	4	0.0015	MONEY
ajm-7891	169	1	8	CARDINAL
ajm-7891	174	1	86.00	CARDINAL
ajm-7891	174	2	87.80	MONEY
ajm-7891	174	3	88.25	MONEY
ajm-7891	174	4	40.00	MONEY
ajm-7891	174	5	80.00	MONEY
ajm-7891	174	6	24	CARDINAL
ajm-7891	174	7	american journal of management	ORG
ajm-7891	176	1	2025	CARDINAL
ajm-7891	176	2	2	CARDINAL
ajm-7891	176	3	50	CARDINAL
ajm-7891	176	4	20	CARDINAL
ajm-7891	176	5	10	CARDINAL
ajm-7891	176	6	1	CARDINAL
ajm-7891	176	7	20	CARDINAL
ajm-7891	177	1	2	CARDINAL
ajm-7891	177	2	4	CARDINAL
ajm-7891	178	1	3	CARDINAL
ajm-7891	179	1	qlora	GPE
ajm-7891	181	1	qlora	GPE
ajm-7891	182	1	36.2%	PERCENT
ajm-7891	182	2	50%	PERCENT
ajm-7891	182	3	87.75%	PERCENT
ajm-7891	183	1	qlora	GPE
ajm-7891	185	1	qlora	PERSON
ajm-7891	186	1	qlora	GPE
ajm-7891	187	1	4	CARDINAL
ajm-7891	189	1	american journal of management	ORG
ajm-7891	191	1	2025 25	DATE
ajm-7891	196	1	one	CARDINAL
ajm-7891	196	2	qa	ORG
ajm-7891	209	1	26	CARDINAL
ajm-7891	209	2	american journal of management	ORG
ajm-7891	210	1	2025	CARDINAL
ajm-7891	210	2	b.	PERSON
ajm-7891	210	3	n.	PERSON
ajm-7891	211	1	2020	DATE
ajm-7891	213	1	33	DATE
ajm-7891	214	1	t., ravenscroft	GPE
ajm-7891	214	2	s.	PERSON
ajm-7891	214	3	2023	CARDINAL
ajm-7891	215	1	qlora	PERSON
ajm-7891	216	1	40th	ORDINAL
ajm-7891	216	2	1077–1089	CARDINAL
ajm-7891	216	3	w.	GPE
ajm-7891	216	4	zoph	GPE
ajm-7891	216	5	b., & shazeer	ORG
ajm-7891	216	6	2021	CARDINAL
ajm-7891	217	1	trillion	CARDINAL
ajm-7891	218	1	arxiv	ORG
ajm-7891	218	2	han	GPE
ajm-7891	218	3	s.	PERSON
ajm-7891	218	4	mao, h., & dally	ORG
ajm-7891	218	5	w.j.	PERSON
ajm-7891	218	6	2016	CARDINAL
ajm-7891	221	1	https://arxiv.org/abs/1510.00149 hu	PERSON
ajm-7891	221	2	e.j.	GPE
ajm-7891	221	3	shen	PERSON
ajm-7891	221	4	wallis	GPE
ajm-7891	222	1	2022	CARDINAL
ajm-7891	223	1	lora	PERSON
ajm-7891	225	1	https://arxiv.org/abs/2106.09685 kaplan	ORG
ajm-7891	225	2	j.	PERSON
ajm-7891	225	3	s.	PERSON
ajm-7891	225	4	t.b.	GPE
ajm-7891	225	5	b.	PERSON
ajm-7891	225	6	r.	NORP
ajm-7891	226	1	amodei	PERSON
ajm-7891	226	2	2020	DATE
ajm-7891	226	3	january 23	DATE
ajm-7891	228	1	arxiv.org	ORG
ajm-7891	228	2	b.	PERSON
ajm-7891	228	3	r., & constant	ORG
ajm-7891	228	4	2021	CARDINAL
ajm-7891	230	1	2021	CARDINAL
ajm-7891	230	2	3045–3059	CARDINAL
ajm-7891	231	1	2023	CARDINAL
ajm-7891	232	1	2023	CARDINAL
ajm-7891	234	1	2023	CARDINAL
ajm-7891	236	1	6(179	CARDINAL
ajm-7891	238	1	2023	CARDINAL
ajm-7891	239	1	igx orin.	PERSON
ajm-7891	240	1	nvidia	ORG
ajm-7891	241	1	https://developer.nvidia.com/blog/deploy-large-language-models-at-the-edgewith-nvidia-igx-orin-developer-kit/	NORP
ajm-7891	242	1	2023	CARDINAL
ajm-7891	243	1	nvidia triton	ORG
ajm-7891	244	1	nvidia	ORG
ajm-7891	245	1	chaumond	GPE
ajm-7891	245	2	j., & wolf	ORG
ajm-7891	245	3	2019	DATE
ajm-7891	246	1	distilbert	PERSON
ajm-7891	246	2	bert	PERSON
ajm-7891	247	1	neurips workshop	ORG