Model

gemma-3-270m

gemma-3-270m

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Record

Family: gemma
Parameters: 0.27
HF downloads / 30d: 1,411,191

Hugging Face model card

Identity

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

Repository: google/gemma-3-270m
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	294	gemma-3-270m	medium
humaneval	coding	41.5	295	gemma-3-270m-it	medium
humaneval	coding	41.5	300	gemma-3-270m	medium
humaneval	coding	41.5	305	gemma-3-270m-bnb-4bit	medium
humaneval	coding	41.5	306	gemma-3-270m-qat-q4_0-unquantized	medium
humaneval	coding	41.5	307	gemma-3-270m-it-GGUF	medium
livecodebench	coding	1.9	462	gemma-3-270m	medium
livecodebench	coding	1.9	463	gemma-3-270m-it	medium
livecodebench	coding	1.9	468	gemma-3-270m	medium
livecodebench	coding	1.9	473	gemma-3-270m-bnb-4bit	medium
livecodebench	coding	1.9	474	gemma-3-270m-qat-q4_0-unquantized	medium
livecodebench	coding	1.9	475	gemma-3-270m-it-GGUF	medium
mbpp	coding	35.2	282	gemma-3-270m	medium
mbpp	coding	35.2	283	gemma-3-270m-it	medium
mbpp	coding	35.2	288	gemma-3-270m	medium
mbpp	coding	35.2	293	gemma-3-270m-bnb-4bit	medium
mbpp	coding	35.2	294	gemma-3-270m-qat-q4_0-unquantized	medium
mbpp	coding	35.2	295	gemma-3-270m-it-GGUF	medium
if-eval	instruction-following	80.2	142	gemma-3-270m	medium
if-eval	instruction-following	80.2	143	gemma-3-270m-it	medium
if-eval	instruction-following	80.2	148	gemma-3-270m	medium
if-eval	instruction-following	80.2	153	gemma-3-270m-bnb-4bit	medium
if-eval	instruction-following	80.2	154	gemma-3-270m-qat-q4_0-unquantized	medium
if-eval	instruction-following	80.2	155	gemma-3-270m-it-GGUF	medium
if-eval	instruction-following	51.2	268	gemma-3-270m	medium
if-eval	instruction-following	51.2	269	gemma-3-270m-it	medium
if-eval	instruction-following	51.2	274	gemma-3-270m	medium
if-eval	instruction-following	51.2	279	gemma-3-270m-bnb-4bit	medium
if-eval	instruction-following	51.2	280	gemma-3-270m-qat-q4_0-unquantized	medium
if-eval	instruction-following	51.2	281	gemma-3-270m-it-GGUF	medium
boolq	knowledge	61.4	156	gemma-3-270m	medium
boolq	knowledge	61.4	157	gemma-3-270m-it	medium
boolq	knowledge	61.4	162	gemma-3-270m	medium
boolq	knowledge	61.4	167	gemma-3-270m-bnb-4bit	medium
boolq	knowledge	61.4	168	gemma-3-270m-qat-q4_0-unquantized	medium
boolq	knowledge	61.4	169	gemma-3-270m-it-GGUF	medium
hellaswag	knowledge	40.9	357	gemma-3-270m	medium
hellaswag	knowledge	40.9	358	gemma-3-270m-it	medium
hellaswag	knowledge	40.9	363	gemma-3-270m	medium
hellaswag	knowledge	40.9	368	gemma-3-270m-bnb-4bit	medium
hellaswag	knowledge	40.9	369	gemma-3-270m-qat-q4_0-unquantized	medium
hellaswag	knowledge	40.9	370	gemma-3-270m-it-GGUF	medium
mmlu	knowledge	59.6	544	gemma-3-270m	medium
mmlu	knowledge	59.6	547	gemma-3-270m-it	medium
mmlu	knowledge	59.6	583	gemma-3-270m	medium
mmlu	knowledge	59.6	611	gemma-3-270m-bnb-4bit	medium
mmlu	knowledge	59.6	615	gemma-3-270m-qat-q4_0-unquantized	medium
mmlu	knowledge	59.6	617	gemma-3-270m-it-GGUF	medium
mmlu	knowledge	34.2	906	gemma-3-270m	medium
mmlu	knowledge	34.2	907	gemma-3-270m-it	medium
mmlu	knowledge	34.2	912	gemma-3-270m	medium
mmlu	knowledge	34.2	917	gemma-3-270m-bnb-4bit	medium
mmlu	knowledge	34.2	918	gemma-3-270m-qat-q4_0-unquantized	medium
mmlu	knowledge	34.2	919	gemma-3-270m-it-GGUF	medium
mmlu	knowledge	29.2	941	gemma-3-270m	medium
mmlu	knowledge	29.2	944	gemma-3-270m-it	medium
mmlu	knowledge	29.2	979	gemma-3-270m	medium
mmlu	knowledge	29.2	1007	gemma-3-270m-bnb-4bit	medium
mmlu	knowledge	29.2	1011	gemma-3-270m-qat-q4_0-unquantized	medium
mmlu	knowledge	29.2	1013	gemma-3-270m-it-GGUF	medium
mmlu	knowledge	14.7	1114	gemma-3-270m	medium
mmlu	knowledge	14.7	1115	gemma-3-270m-it	medium
mmlu	knowledge	14.7	1120	gemma-3-270m	medium
mmlu	knowledge	14.7	1125	gemma-3-270m-bnb-4bit	medium
mmlu	knowledge	14.7	1126	gemma-3-270m-qat-q4_0-unquantized	medium
mmlu	knowledge	14.7	1127	gemma-3-270m-it-GGUF	medium
piqa	knowledge	67.7	185	gemma-3-270m	medium
piqa	knowledge	67.7	186	gemma-3-270m-it	medium
piqa	knowledge	67.7	191	gemma-3-270m	medium
piqa	knowledge	67.7	196	gemma-3-270m-bnb-4bit	medium
piqa	knowledge	67.7	197	gemma-3-270m-qat-q4_0-unquantized	medium
piqa	knowledge	67.7	198	gemma-3-270m-it-GGUF	medium
simpleqa	knowledge	2.2	66	gemma-3-270m	medium
simpleqa	knowledge	2.2	67	gemma-3-270m-it	medium
simpleqa	knowledge	2.2	72	gemma-3-270m	medium
simpleqa	knowledge	2.2	77	gemma-3-270m-bnb-4bit	medium
simpleqa	knowledge	2.2	78	gemma-3-270m-qat-q4_0-unquantized	medium
simpleqa	knowledge	2.2	79	gemma-3-270m-it-GGUF	medium
triviaqa	knowledge	15.4	186	gemma-3-270m	medium
triviaqa	knowledge	15.4	187	gemma-3-270m-it	medium
triviaqa	knowledge	15.4	192	gemma-3-270m	medium
triviaqa	knowledge	15.4	197	gemma-3-270m-bnb-4bit	medium
triviaqa	knowledge	15.4	198	gemma-3-270m-qat-q4_0-unquantized	medium
triviaqa	knowledge	15.4	199	gemma-3-270m-it-GGUF	medium
winogrande	knowledge	52	280	gemma-3-270m	medium
winogrande	knowledge	52	281	gemma-3-270m-it	medium
winogrande	knowledge	52	286	gemma-3-270m	medium
winogrande	knowledge	52	291	gemma-3-270m-bnb-4bit	medium
winogrande	knowledge	52	292	gemma-3-270m-qat-q4_0-unquantized	medium
winogrande	knowledge	52	293	gemma-3-270m-it-GGUF	medium
gsm8k	math	62.8	223	gemma-3-270m	medium
gsm8k	math	62.8	224	gemma-3-270m-it	medium
gsm8k	math	62.8	229	gemma-3-270m	medium
gsm8k	math	62.8	234	gemma-3-270m-bnb-4bit	medium
gsm8k	math	62.8	235	gemma-3-270m-qat-q4_0-unquantized	medium
gsm8k	math	62.8	236	gemma-3-270m-it-GGUF	medium
math	math	48	442	gemma-3-270m	medium
math	math	48	443	gemma-3-270m-it	medium
math	math	48	448	gemma-3-270m	medium
math	math	48	453	gemma-3-270m-bnb-4bit	medium
math	math	48	455	gemma-3-270m-qat-q4_0-unquantized	medium
math	math	48	456	gemma-3-270m-it-GGUF	medium
math	math	24.2	627	gemma-3-270m	medium
math	math	24.2	630	gemma-3-270m-it	medium
math	math	24.2	665	gemma-3-270m	medium
math	math	24.2	693	gemma-3-270m-bnb-4bit	medium
math	math	24.2	697	gemma-3-270m-qat-q4_0-unquantized	medium
math	math	24.2	699	gemma-3-270m-it-GGUF	medium
mgsm	math	2.04	62	gemma-3-270m	medium
mgsm	math	2.04	65	gemma-3-270m-it	medium
mgsm	math	2.04	100	gemma-3-270m	medium
mgsm	math	2.04	128	gemma-3-270m-bnb-4bit	medium
mgsm	math	2.04	132	gemma-3-270m-qat-q4_0-unquantized	medium
mgsm	math	2.04	134	gemma-3-270m-it-GGUF	medium
chartqa	multimodal	68.8	85	gemma-3-270m	medium
chartqa	multimodal	68.8	86	gemma-3-270m-it	medium
chartqa	multimodal	68.8	91	gemma-3-270m	medium
chartqa	multimodal	68.8	96	gemma-3-270m-bnb-4bit	medium
chartqa	multimodal	68.8	97	gemma-3-270m-qat-q4_0-unquantized	medium
chartqa	multimodal	68.8	98	gemma-3-270m-it-GGUF	medium
docvqa	multimodal	75.8	89	gemma-3-270m	medium
docvqa	multimodal	75.8	90	gemma-3-270m-it	medium
docvqa	multimodal	75.8	95	gemma-3-270m	medium
docvqa	multimodal	75.8	100	gemma-3-270m-bnb-4bit	medium
docvqa	multimodal	75.8	101	gemma-3-270m-qat-q4_0-unquantized	medium
docvqa	multimodal	75.8	102	gemma-3-270m-it-GGUF	medium
docvqa	multimodal	72.8	106	gemma-3-270m	medium
docvqa	multimodal	72.8	109	gemma-3-270m-it	medium
docvqa	multimodal	72.8	144	gemma-3-270m	medium
docvqa	multimodal	72.8	172	gemma-3-270m-bnb-4bit	medium
docvqa	multimodal	72.8	176	gemma-3-270m-qat-q4_0-unquantized	medium
docvqa	multimodal	72.8	178	gemma-3-270m-it-GGUF	medium
mathvista	multimodal	50	79	gemma-3-270m	medium
mathvista	multimodal	50	80	gemma-3-270m-it	medium
mathvista	multimodal	50	85	gemma-3-270m	medium
mathvista	multimodal	50	90	gemma-3-270m-bnb-4bit	medium
mathvista	multimodal	50	91	gemma-3-270m-qat-q4_0-unquantized	medium
mathvista	multimodal	50	92	gemma-3-270m-it-GGUF	medium
mmmu	multimodal	48.8	181	gemma-3-270m	medium
mmmu	multimodal	48.8	182	gemma-3-270m-it	medium
mmmu	multimodal	48.8	187	gemma-3-270m	medium
mmmu	multimodal	48.8	192	gemma-3-270m-bnb-4bit	medium
mmmu	multimodal	48.8	193	gemma-3-270m-qat-q4_0-unquantized	medium
mmmu	multimodal	48.8	194	gemma-3-270m-it-GGUF	medium
mmmu	multimodal	39.2	203	gemma-3-270m	medium
mmmu	multimodal	39.2	206	gemma-3-270m-it	medium
mmmu	multimodal	39.2	241	gemma-3-270m	medium
mmmu	multimodal	39.2	269	gemma-3-270m-bnb-4bit	medium
mmmu	multimodal	39.2	273	gemma-3-270m-qat-q4_0-unquantized	medium
mmmu	multimodal	39.2	275	gemma-3-270m-it-GGUF	medium
agieval	reasoning	42.1	224	gemma-3-270m	medium
agieval	reasoning	42.1	227	gemma-3-270m-it	medium
agieval	reasoning	42.1	262	gemma-3-270m	medium
agieval	reasoning	42.1	290	gemma-3-270m-bnb-4bit	medium
agieval	reasoning	42.1	294	gemma-3-270m-qat-q4_0-unquantized	medium
agieval	reasoning	42.1	296	gemma-3-270m-it-GGUF	medium
bbh	reasoning	26.7	340	gemma-3-270m	medium
bbh	reasoning	26.7	341	gemma-3-270m-it	medium
bbh	reasoning	26.7	346	gemma-3-270m	medium
bbh	reasoning	26.7	351	gemma-3-270m-bnb-4bit	medium
bbh	reasoning	26.7	352	gemma-3-270m-qat-q4_0-unquantized	medium
bbh	reasoning	26.7	353	gemma-3-270m-it-GGUF	medium
bigbench	reasoning	7.2	562	gemma-3-270m	medium
bigbench	reasoning	7.2	563	gemma-3-270m-it	medium
bigbench	reasoning	7.2	568	gemma-3-270m	medium
bigbench	reasoning	7.2	573	gemma-3-270m-bnb-4bit	medium
bigbench	reasoning	7.2	574	gemma-3-270m-qat-q4_0-unquantized	medium
bigbench	reasoning	7.2	575	gemma-3-270m-it-GGUF	medium
drop	reasoning	42.4	86	gemma-3-270m	medium
drop	reasoning	42.4	89	gemma-3-270m-it	medium
drop	reasoning	42.4	124	gemma-3-270m	medium
drop	reasoning	42.4	152	gemma-3-270m-bnb-4bit	medium
drop	reasoning	42.4	156	gemma-3-270m-qat-q4_0-unquantized	medium
drop	reasoning	42.4	158	gemma-3-270m-it-GGUF	medium
gpqa	reasoning	19.2	296	gemma-3-270m	medium
gpqa	reasoning	19.2	297	gemma-3-270m-it	medium
gpqa	reasoning	19.2	302	gemma-3-270m	medium
gpqa	reasoning	19.2	307	gemma-3-270m-bnb-4bit	medium
gpqa	reasoning	19.2	308	gemma-3-270m-qat-q4_0-unquantized	medium
gpqa	reasoning	19.2	309	gemma-3-270m-it-GGUF	medium
gpqa	reasoning	15	318	gemma-3-270m	medium
gpqa	reasoning	15	321	gemma-3-270m-it	medium
gpqa	reasoning	15	356	gemma-3-270m	medium
gpqa	reasoning	15	384	gemma-3-270m-bnb-4bit	medium
gpqa	reasoning	15	388	gemma-3-270m-qat-q4_0-unquantized	medium
gpqa	reasoning	15	390	gemma-3-270m-it-GGUF	medium

Remaining fields

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

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

downloads

all time: 17,137,191
captured at: 2026-08-31T15:38:41Z
last 30d: 1,411,191

Provenance & metadata (1)

source huggingface-api

Provenance & metadata (2)

facts

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

active params · reason not-observed

active params · state unknown

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

architecture · reason not-observed

architecture · state unknown

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 ↗