Model

gemma-3-270m-it

gemma-3-270m-it

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Record

Family: gemma
Architecture: dense
Parameters: 0.27
Active parameters: 0.27
HF downloads / 30d: 91,336

Hugging Face model card

Identity

https://huggingface.co/google/gemma-3-270m-it

Repository: google/gemma-3-270m-it
Status: known
Link type: Exact Hub repository

Public Hugging Face repository confirmed by the Hub API.

Leaderboard scores

Scraped public quality scores joined to this model by its Hugging Face repository. They describe the listed variant, not any specific local quantization, and are never speed measurements.

Benchmark	Category	Score	Rank	Scored variant	Confidence
humaneval	coding	41.5	296	gemma-3-270m-it-GGUF	medium
humaneval	coding	41.5	297	gemma-3-270m-it	medium
humaneval	coding	41.5	298	gemma-3-270m-it-unsloth-bnb-4bit	medium
humaneval	coding	41.5	301	gemma-3-270m-unsloth-bnb-4bit	medium
humaneval	coding	41.5	302	gemma-3-270m-it-qat-q4_0-unquantized	medium
humaneval	coding	41.5	303	gemma-3-270m-it-bnb-4bit	medium
humaneval	coding	41.5	308	gemma-3-270m-it-torchao-FP8	medium
livecodebench	coding	1.9	464	gemma-3-270m-it-GGUF	medium
livecodebench	coding	1.9	465	gemma-3-270m-it	medium
livecodebench	coding	1.9	466	gemma-3-270m-it-unsloth-bnb-4bit	medium
livecodebench	coding	1.9	469	gemma-3-270m-unsloth-bnb-4bit	medium
livecodebench	coding	1.9	470	gemma-3-270m-it-qat-q4_0-unquantized	medium
livecodebench	coding	1.9	471	gemma-3-270m-it-bnb-4bit	medium
livecodebench	coding	1.9	476	gemma-3-270m-it-torchao-FP8	medium
mbpp	coding	35.2	281	gemma-3-270m-it-GGUF	medium
mbpp	coding	35.2	282	gemma-3-270m-it	medium
mbpp	coding	35.2	283	gemma-3-270m-it-unsloth-bnb-4bit	medium
mbpp	coding	35.2	286	gemma-3-270m-unsloth-bnb-4bit	medium
mbpp	coding	35.2	287	gemma-3-270m-it-qat-q4_0-unquantized	medium
mbpp	coding	35.2	288	gemma-3-270m-it-bnb-4bit	medium
mbpp	coding	35.2	293	gemma-3-270m-it-torchao-FP8	medium
if-eval	instruction-following	80.2	144	gemma-3-270m-it-GGUF	medium
if-eval	instruction-following	80.2	145	gemma-3-270m-it	medium
if-eval	instruction-following	80.2	146	gemma-3-270m-it-unsloth-bnb-4bit	medium
if-eval	instruction-following	80.2	149	gemma-3-270m-unsloth-bnb-4bit	medium
if-eval	instruction-following	80.2	150	gemma-3-270m-it-qat-q4_0-unquantized	medium
if-eval	instruction-following	80.2	151	gemma-3-270m-it-bnb-4bit	medium
if-eval	instruction-following	80.2	156	gemma-3-270m-it-torchao-FP8	medium
if-eval	instruction-following	51.2	270	gemma-3-270m-it-GGUF	medium
if-eval	instruction-following	51.2	271	gemma-3-270m-it	medium
if-eval	instruction-following	51.2	272	gemma-3-270m-it-unsloth-bnb-4bit	medium
if-eval	instruction-following	51.2	275	gemma-3-270m-unsloth-bnb-4bit	medium
if-eval	instruction-following	51.2	276	gemma-3-270m-it-qat-q4_0-unquantized	medium
if-eval	instruction-following	51.2	277	gemma-3-270m-it-bnb-4bit	medium
if-eval	instruction-following	51.2	282	gemma-3-270m-it-torchao-FP8	medium
boolq	knowledge	61.4	158	gemma-3-270m-it-GGUF	medium
boolq	knowledge	61.4	159	gemma-3-270m-it	medium
boolq	knowledge	61.4	160	gemma-3-270m-it-unsloth-bnb-4bit	medium
boolq	knowledge	61.4	163	gemma-3-270m-unsloth-bnb-4bit	medium
boolq	knowledge	61.4	164	gemma-3-270m-it-qat-q4_0-unquantized	medium
boolq	knowledge	61.4	165	gemma-3-270m-it-bnb-4bit	medium
boolq	knowledge	61.4	170	gemma-3-270m-it-torchao-FP8	medium
hellaswag	knowledge	40.9	350	gemma-3-270m-it-GGUF	medium
hellaswag	knowledge	40.9	351	gemma-3-270m-it	medium
hellaswag	knowledge	40.9	352	gemma-3-270m-it-unsloth-bnb-4bit	medium
hellaswag	knowledge	40.9	355	gemma-3-270m-unsloth-bnb-4bit	medium
hellaswag	knowledge	40.9	356	gemma-3-270m-it-qat-q4_0-unquantized	medium
hellaswag	knowledge	40.9	357	gemma-3-270m-it-bnb-4bit	medium
hellaswag	knowledge	40.9	362	gemma-3-270m-it-torchao-FP8	medium
mmlu	knowledge	59.6	552	gemma-3-270m-it-GGUF	medium
mmlu	knowledge	59.6	565	gemma-3-270m-it	medium
mmlu	knowledge	59.6	572	gemma-3-270m-it-unsloth-bnb-4bit	medium
mmlu	knowledge	59.6	593	gemma-3-270m-unsloth-bnb-4bit	medium
mmlu	knowledge	59.6	597	gemma-3-270m-it-qat-q4_0-unquantized	medium
mmlu	knowledge	59.6	603	gemma-3-270m-it-bnb-4bit	medium
mmlu	knowledge	59.6	619	gemma-3-270m-it-torchao-FP8	medium
mmlu	knowledge	34.2	905	gemma-3-270m-it-GGUF	medium
mmlu	knowledge	34.2	906	gemma-3-270m-it	medium
mmlu	knowledge	34.2	907	gemma-3-270m-it-unsloth-bnb-4bit	medium
mmlu	knowledge	34.2	910	gemma-3-270m-unsloth-bnb-4bit	medium
mmlu	knowledge	34.2	911	gemma-3-270m-it-qat-q4_0-unquantized	medium
mmlu	knowledge	34.2	912	gemma-3-270m-it-bnb-4bit	medium
mmlu	knowledge	34.2	917	gemma-3-270m-it-torchao-FP8	medium
mmlu	knowledge	29.2	946	gemma-3-270m-it-GGUF	medium
mmlu	knowledge	29.2	959	gemma-3-270m-it	medium
mmlu	knowledge	29.2	966	gemma-3-270m-it-unsloth-bnb-4bit	medium
mmlu	knowledge	29.2	986	gemma-3-270m-unsloth-bnb-4bit	medium
mmlu	knowledge	29.2	990	gemma-3-270m-it-qat-q4_0-unquantized	medium
mmlu	knowledge	29.2	996	gemma-3-270m-it-bnb-4bit	medium
mmlu	knowledge	29.2	1012	gemma-3-270m-it-torchao-FP8	medium
mmlu	knowledge	14.7	1113	gemma-3-270m-it-GGUF	medium
mmlu	knowledge	14.7	1114	gemma-3-270m-it	medium
mmlu	knowledge	14.7	1115	gemma-3-270m-it-unsloth-bnb-4bit	medium
mmlu	knowledge	14.7	1118	gemma-3-270m-unsloth-bnb-4bit	medium
mmlu	knowledge	14.7	1119	gemma-3-270m-it-qat-q4_0-unquantized	medium
mmlu	knowledge	14.7	1120	gemma-3-270m-it-bnb-4bit	medium
mmlu	knowledge	14.7	1125	gemma-3-270m-it-torchao-FP8	medium
piqa	knowledge	67.7	184	gemma-3-270m-it-GGUF	medium
piqa	knowledge	67.7	185	gemma-3-270m-it	medium
piqa	knowledge	67.7	186	gemma-3-270m-it-unsloth-bnb-4bit	medium
piqa	knowledge	67.7	189	gemma-3-270m-unsloth-bnb-4bit	medium
piqa	knowledge	67.7	190	gemma-3-270m-it-qat-q4_0-unquantized	medium
piqa	knowledge	67.7	191	gemma-3-270m-it-bnb-4bit	medium
piqa	knowledge	67.7	196	gemma-3-270m-it-torchao-FP8	medium
simpleqa	knowledge	2.2	68	gemma-3-270m-it-GGUF	medium
simpleqa	knowledge	2.2	69	gemma-3-270m-it	medium
simpleqa	knowledge	2.2	70	gemma-3-270m-it-unsloth-bnb-4bit	medium
simpleqa	knowledge	2.2	73	gemma-3-270m-unsloth-bnb-4bit	medium
simpleqa	knowledge	2.2	74	gemma-3-270m-it-qat-q4_0-unquantized	medium
simpleqa	knowledge	2.2	75	gemma-3-270m-it-bnb-4bit	medium
simpleqa	knowledge	2.2	80	gemma-3-270m-it-torchao-FP8	medium
triviaqa	knowledge	15.4	188	gemma-3-270m-it-GGUF	medium
triviaqa	knowledge	15.4	189	gemma-3-270m-it	medium
triviaqa	knowledge	15.4	190	gemma-3-270m-it-unsloth-bnb-4bit	medium
triviaqa	knowledge	15.4	193	gemma-3-270m-unsloth-bnb-4bit	medium
triviaqa	knowledge	15.4	194	gemma-3-270m-it-qat-q4_0-unquantized	medium
triviaqa	knowledge	15.4	195	gemma-3-270m-it-bnb-4bit	medium
triviaqa	knowledge	15.4	200	gemma-3-270m-it-torchao-FP8	medium
winogrande	knowledge	52	279	gemma-3-270m-it-GGUF	medium
winogrande	knowledge	52	280	gemma-3-270m-it	medium
winogrande	knowledge	52	281	gemma-3-270m-it-unsloth-bnb-4bit	medium
winogrande	knowledge	52	284	gemma-3-270m-unsloth-bnb-4bit	medium
winogrande	knowledge	52	285	gemma-3-270m-it-qat-q4_0-unquantized	medium
winogrande	knowledge	52	286	gemma-3-270m-it-bnb-4bit	medium
winogrande	knowledge	52	291	gemma-3-270m-it-torchao-FP8	medium
gsm8k	math	62.8	223	gemma-3-270m-it-GGUF	medium
gsm8k	math	62.8	224	gemma-3-270m-it	medium
gsm8k	math	62.8	225	gemma-3-270m-it-unsloth-bnb-4bit	medium
gsm8k	math	62.8	228	gemma-3-270m-unsloth-bnb-4bit	medium
gsm8k	math	62.8	229	gemma-3-270m-it-qat-q4_0-unquantized	medium
gsm8k	math	62.8	230	gemma-3-270m-it-bnb-4bit	medium
gsm8k	math	62.8	235	gemma-3-270m-it-torchao-FP8	medium
math	math	48	444	gemma-3-270m-it-GGUF	medium
math	math	48	445	gemma-3-270m-it	medium
math	math	48	446	gemma-3-270m-it-unsloth-bnb-4bit	medium
math	math	48	449	gemma-3-270m-unsloth-bnb-4bit	medium
math	math	48	450	gemma-3-270m-it-qat-q4_0-unquantized	medium
math	math	48	451	gemma-3-270m-it-bnb-4bit	medium
math	math	48	457	gemma-3-270m-it-torchao-FP8	medium
math	math	24.2	632	gemma-3-270m-it-GGUF	medium
math	math	24.2	645	gemma-3-270m-it	medium
math	math	24.2	652	gemma-3-270m-it-unsloth-bnb-4bit	medium
math	math	24.2	672	gemma-3-270m-unsloth-bnb-4bit	medium
math	math	24.2	676	gemma-3-270m-it-qat-q4_0-unquantized	medium
math	math	24.2	682	gemma-3-270m-it-bnb-4bit	medium
math	math	24.2	698	gemma-3-270m-it-torchao-FP8	medium
mgsm	math	2.04	70	gemma-3-270m-it-GGUF	medium
mgsm	math	2.04	83	gemma-3-270m-it	medium
mgsm	math	2.04	90	gemma-3-270m-it-unsloth-bnb-4bit	medium
mgsm	math	2.04	110	gemma-3-270m-unsloth-bnb-4bit	medium
mgsm	math	2.04	114	gemma-3-270m-it-qat-q4_0-unquantized	medium
mgsm	math	2.04	120	gemma-3-270m-it-bnb-4bit	medium
mgsm	math	2.04	136	gemma-3-270m-it-torchao-FP8	medium
chartqa	multimodal	68.8	87	gemma-3-270m-it-GGUF	medium
chartqa	multimodal	68.8	88	gemma-3-270m-it	medium
chartqa	multimodal	68.8	89	gemma-3-270m-it-unsloth-bnb-4bit	medium
chartqa	multimodal	68.8	92	gemma-3-270m-unsloth-bnb-4bit	medium
chartqa	multimodal	68.8	93	gemma-3-270m-it-qat-q4_0-unquantized	medium
chartqa	multimodal	68.8	94	gemma-3-270m-it-bnb-4bit	medium
chartqa	multimodal	68.8	99	gemma-3-270m-it-torchao-FP8	medium
docvqa	multimodal	75.8	91	gemma-3-270m-it-GGUF	medium
docvqa	multimodal	75.8	92	gemma-3-270m-it	medium
docvqa	multimodal	75.8	93	gemma-3-270m-it-unsloth-bnb-4bit	medium
docvqa	multimodal	75.8	96	gemma-3-270m-unsloth-bnb-4bit	medium
docvqa	multimodal	75.8	97	gemma-3-270m-it-qat-q4_0-unquantized	medium
docvqa	multimodal	75.8	98	gemma-3-270m-it-bnb-4bit	medium
docvqa	multimodal	75.8	103	gemma-3-270m-it-torchao-FP8	medium
docvqa	multimodal	72.8	114	gemma-3-270m-it-GGUF	medium
docvqa	multimodal	72.8	127	gemma-3-270m-it	medium
docvqa	multimodal	72.8	134	gemma-3-270m-it-unsloth-bnb-4bit	medium
docvqa	multimodal	72.8	154	gemma-3-270m-unsloth-bnb-4bit	medium
docvqa	multimodal	72.8	158	gemma-3-270m-it-qat-q4_0-unquantized	medium
docvqa	multimodal	72.8	164	gemma-3-270m-it-bnb-4bit	medium
docvqa	multimodal	72.8	180	gemma-3-270m-it-torchao-FP8	medium
mathvista	multimodal	50	81	gemma-3-270m-it-GGUF	medium
mathvista	multimodal	50	82	gemma-3-270m-it	medium
mathvista	multimodal	50	83	gemma-3-270m-it-unsloth-bnb-4bit	medium
mathvista	multimodal	50	86	gemma-3-270m-unsloth-bnb-4bit	medium
mathvista	multimodal	50	87	gemma-3-270m-it-qat-q4_0-unquantized	medium
mathvista	multimodal	50	88	gemma-3-270m-it-bnb-4bit	medium
mathvista	multimodal	50	93	gemma-3-270m-it-torchao-FP8	medium
mmmu	multimodal	48.8	183	gemma-3-270m-it-GGUF	medium
mmmu	multimodal	48.8	184	gemma-3-270m-it	medium
mmmu	multimodal	48.8	185	gemma-3-270m-it-unsloth-bnb-4bit	medium
mmmu	multimodal	48.8	188	gemma-3-270m-unsloth-bnb-4bit	medium
mmmu	multimodal	48.8	189	gemma-3-270m-it-qat-q4_0-unquantized	medium
mmmu	multimodal	48.8	190	gemma-3-270m-it-bnb-4bit	medium
mmmu	multimodal	48.8	195	gemma-3-270m-it-torchao-FP8	medium
mmmu	multimodal	39.2	211	gemma-3-270m-it-GGUF	medium
mmmu	multimodal	39.2	224	gemma-3-270m-it	medium
mmmu	multimodal	39.2	231	gemma-3-270m-it-unsloth-bnb-4bit	medium
mmmu	multimodal	39.2	251	gemma-3-270m-unsloth-bnb-4bit	medium
mmmu	multimodal	39.2	255	gemma-3-270m-it-qat-q4_0-unquantized	medium
mmmu	multimodal	39.2	261	gemma-3-270m-it-bnb-4bit	medium
mmmu	multimodal	39.2	277	gemma-3-270m-it-torchao-FP8	medium
agieval	reasoning	42.1	232	gemma-3-270m-it-GGUF	medium
agieval	reasoning	42.1	245	gemma-3-270m-it	medium
agieval	reasoning	42.1	252	gemma-3-270m-it-unsloth-bnb-4bit	medium
agieval	reasoning	42.1	272	gemma-3-270m-unsloth-bnb-4bit	medium
agieval	reasoning	42.1	276	gemma-3-270m-it-qat-q4_0-unquantized	medium
agieval	reasoning	42.1	282	gemma-3-270m-it-bnb-4bit	medium
agieval	reasoning	42.1	298	gemma-3-270m-it-torchao-FP8	medium
bbh	reasoning	26.7	339	gemma-3-270m-it-GGUF	medium
bbh	reasoning	26.7	340	gemma-3-270m-it	medium
bbh	reasoning	26.7	341	gemma-3-270m-it-unsloth-bnb-4bit	medium
bbh	reasoning	26.7	344	gemma-3-270m-unsloth-bnb-4bit	medium
bbh	reasoning	26.7	345	gemma-3-270m-it-qat-q4_0-unquantized	medium
bbh	reasoning	26.7	346	gemma-3-270m-it-bnb-4bit	medium
bbh	reasoning	26.7	351	gemma-3-270m-it-torchao-FP8	medium
bigbench	reasoning	7.2	563	gemma-3-270m-it-GGUF	medium
bigbench	reasoning	7.2	564	gemma-3-270m-it	medium
bigbench	reasoning	7.2	565	gemma-3-270m-it-unsloth-bnb-4bit	medium
bigbench	reasoning	7.2	568	gemma-3-270m-unsloth-bnb-4bit	medium
bigbench	reasoning	7.2	569	gemma-3-270m-it-qat-q4_0-unquantized	medium
bigbench	reasoning	7.2	570	gemma-3-270m-it-bnb-4bit	medium
bigbench	reasoning	7.2	575	gemma-3-270m-it-torchao-FP8	medium
drop	reasoning	42.4	91	gemma-3-270m-it-GGUF	medium
drop	reasoning	42.4	104	gemma-3-270m-it	medium
drop	reasoning	42.4	111	gemma-3-270m-it-unsloth-bnb-4bit	medium
drop	reasoning	42.4	131	gemma-3-270m-unsloth-bnb-4bit	medium
drop	reasoning	42.4	135	gemma-3-270m-it-qat-q4_0-unquantized	medium
drop	reasoning	42.4	141	gemma-3-270m-it-bnb-4bit	medium
drop	reasoning	42.4	157	gemma-3-270m-it-torchao-FP8	medium
gpqa	reasoning	19.2	298	gemma-3-270m-it-GGUF	medium
gpqa	reasoning	19.2	299	gemma-3-270m-it	medium
gpqa	reasoning	19.2	300	gemma-3-270m-it-unsloth-bnb-4bit	medium
gpqa	reasoning	19.2	303	gemma-3-270m-unsloth-bnb-4bit	medium
gpqa	reasoning	19.2	304	gemma-3-270m-it-qat-q4_0-unquantized	medium
gpqa	reasoning	19.2	305	gemma-3-270m-it-bnb-4bit	medium
gpqa	reasoning	19.2	310	gemma-3-270m-it-torchao-FP8	medium
gpqa	reasoning	15	326	gemma-3-270m-it-GGUF	medium
gpqa	reasoning	15	339	gemma-3-270m-it	medium
gpqa	reasoning	15	346	gemma-3-270m-it-unsloth-bnb-4bit	medium
gpqa	reasoning	15	366	gemma-3-270m-unsloth-bnb-4bit	medium
gpqa	reasoning	15	370	gemma-3-270m-it-qat-q4_0-unquantized	medium
gpqa	reasoning	15	376	gemma-3-270m-it-bnb-4bit	medium
gpqa	reasoning	15	392	gemma-3-270m-it-torchao-FP8	medium

Remaining fields

Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.

active params: 0.27
architecture: dense
family: gemma
id: gemma-3-270m-it
name: gemma-3-270m-it
params: 0.27
schema version: local-ai-registry/v1
url: huggingface.co/google/gemma-3-270m-it ↗

downloads

all time: 3,030,831
captured at: 2026-08-31T15:38:41Z
last 30d: 91,336

Provenance & metadata (1)

source huggingface-api

Provenance & metadata (2)

facts

active params · provenance · captured at: 2026-08-31T23:49:15Z

active params · reason all-parameters-active-in-dense-model

active params · state known

architecture · provenance · captured at: 2026-08-31T23:43:51Z

architecture · reason resolved-huggingface-config

architecture · state known

params · provenance · captured at: 2026-08-31T13:13:53Z

params · reason safetensors-parameter-metadata

params · state known

provenance

captured at: 2026-08-31T13:13:53Z

sources

captured at	kind	url
2026-08-31T13:13:53Z	huggingface-api	huggingface.co/api/models/google/gemma-3-270m-it ↗
2026-09-01T00:18:17Z	huggingface-api	huggingface.co/api/models/google/gemma-3-270m-it ↗