Model

gemma-3-12b-it

gemma-3-12b-it

JSON API Find compatible recipes

Record

Family: gemma
Architecture: dense
Parameters: 12
HF downloads / 30d: 908,406

Hugging Face model card

Identity

https://huggingface.co/google/gemma-3-12b-it

Repository: google/gemma-3-12b-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	36	322	gemma-3-12b-it-qat-q4_0-unquantized	medium
humaneval	coding	36	324	gemma-3-12b-it-GGUF	medium
humaneval	coding	36	333	gemma-3-12b-it-unsloth-bnb-4bit	medium
humaneval	coding	36	341	gemma-3-12b-it-bnb-4bit	medium
humaneval	coding	36	347	gemma-3-12b-it-GGUF	medium
humaneval	coding	36	355	gemma-3-12b-it-qat-q4_0-gguf	medium
humaneval	coding	36	363	gemma-3-12b-it-qat-int4-unquantized	medium
mbpp	coding	46	210	gemma-3-12b-it-qat-q4_0-unquantized	medium
mbpp	coding	46	212	gemma-3-12b-it-GGUF	medium
mbpp	coding	46	221	gemma-3-12b-it-unsloth-bnb-4bit	medium
mbpp	coding	46	229	gemma-3-12b-it-bnb-4bit	medium
mbpp	coding	46	235	gemma-3-12b-it-GGUF	medium
mbpp	coding	46	243	gemma-3-12b-it-qat-q4_0-gguf	medium
mbpp	coding	46	251	gemma-3-12b-it-qat-int4-unquantized	medium
boolq	knowledge	63.2	94	gemma-3-12b-it-qat-q4_0-unquantized	medium
boolq	knowledge	63.2	96	gemma-3-12b-it-GGUF	medium
boolq	knowledge	63.2	105	gemma-3-12b-it-unsloth-bnb-4bit	medium
boolq	knowledge	63.2	113	gemma-3-12b-it-bnb-4bit	medium
boolq	knowledge	63.2	119	gemma-3-12b-it-GGUF	medium
boolq	knowledge	63.2	127	gemma-3-12b-it-qat-q4_0-gguf	medium
boolq	knowledge	63.2	135	gemma-3-12b-it-qat-int4-unquantized	medium
hellaswag	knowledge	62.3	260	gemma-3-12b-it-qat-q4_0-unquantized	medium
hellaswag	knowledge	62.3	262	gemma-3-12b-it-GGUF	medium
hellaswag	knowledge	62.3	271	gemma-3-12b-it-unsloth-bnb-4bit	medium
hellaswag	knowledge	62.3	279	gemma-3-12b-it-bnb-4bit	medium
hellaswag	knowledge	62.3	285	gemma-3-12b-it-GGUF	medium
hellaswag	knowledge	62.3	293	gemma-3-12b-it-qat-q4_0-gguf	medium
hellaswag	knowledge	62.3	301	gemma-3-12b-it-qat-int4-unquantized	medium
mmlu	knowledge	59.6	550	gemma-3-12b-it-qat-q4_0-unquantized	medium
mmlu	knowledge	59.6	553	gemma-3-12b-it-GGUF	medium
mmlu	knowledge	59.6	562	gemma-3-12b-it-unsloth-bnb-4bit	medium
mmlu	knowledge	59.6	571	gemma-3-12b-it-bnb-4bit	medium
mmlu	knowledge	59.6	579	gemma-3-12b-it-GGUF	medium
mmlu	knowledge	59.6	589	gemma-3-12b-it-qat-q4_0-gguf	medium
mmlu	knowledge	59.6	599	gemma-3-12b-it-qat-int4-unquantized	medium
mmlu	knowledge	29.2	944	gemma-3-12b-it-qat-q4_0-unquantized	medium
mmlu	knowledge	29.2	947	gemma-3-12b-it-GGUF	medium
mmlu	knowledge	29.2	956	gemma-3-12b-it-unsloth-bnb-4bit	medium
mmlu	knowledge	29.2	965	gemma-3-12b-it-bnb-4bit	medium
mmlu	knowledge	29.2	972	gemma-3-12b-it-GGUF	medium
mmlu	knowledge	29.2	982	gemma-3-12b-it-qat-q4_0-gguf	medium
mmlu	knowledge	29.2	992	gemma-3-12b-it-qat-int4-unquantized	medium
mmlu	knowledge	24.9	1029	gemma-3-12b-it-qat-q4_0-unquantized	medium
mmlu	knowledge	24.9	1031	gemma-3-12b-it-GGUF	medium
mmlu	knowledge	24.9	1040	gemma-3-12b-it-unsloth-bnb-4bit	medium
mmlu	knowledge	24.9	1048	gemma-3-12b-it-bnb-4bit	medium
mmlu	knowledge	24.9	1054	gemma-3-12b-it-GGUF	medium
mmlu	knowledge	24.9	1062	gemma-3-12b-it-qat-q4_0-gguf	medium
mmlu	knowledge	24.9	1070	gemma-3-12b-it-qat-int4-unquantized	medium
piqa	knowledge	73.8	117	gemma-3-12b-it-qat-q4_0-unquantized	medium
piqa	knowledge	73.8	119	gemma-3-12b-it-GGUF	medium
piqa	knowledge	73.8	128	gemma-3-12b-it-unsloth-bnb-4bit	medium
piqa	knowledge	73.8	136	gemma-3-12b-it-bnb-4bit	medium
piqa	knowledge	73.8	142	gemma-3-12b-it-GGUF	medium
piqa	knowledge	73.8	150	gemma-3-12b-it-qat-q4_0-gguf	medium
piqa	knowledge	73.8	158	gemma-3-12b-it-qat-int4-unquantized	medium
triviaqa	knowledge	39.8	121	gemma-3-12b-it-qat-q4_0-unquantized	medium
triviaqa	knowledge	39.8	123	gemma-3-12b-it-GGUF	medium
triviaqa	knowledge	39.8	132	gemma-3-12b-it-unsloth-bnb-4bit	medium
triviaqa	knowledge	39.8	140	gemma-3-12b-it-bnb-4bit	medium
triviaqa	knowledge	39.8	146	gemma-3-12b-it-GGUF	medium
triviaqa	knowledge	39.8	154	gemma-3-12b-it-qat-q4_0-gguf	medium
triviaqa	knowledge	39.8	162	gemma-3-12b-it-qat-int4-unquantized	medium
winogrande	knowledge	58.2	212	gemma-3-12b-it-qat-q4_0-unquantized	medium
winogrande	knowledge	58.2	214	gemma-3-12b-it-GGUF	medium
winogrande	knowledge	58.2	223	gemma-3-12b-it-unsloth-bnb-4bit	medium
winogrande	knowledge	58.2	231	gemma-3-12b-it-bnb-4bit	medium
winogrande	knowledge	58.2	237	gemma-3-12b-it-GGUF	medium
winogrande	knowledge	58.2	245	gemma-3-12b-it-qat-q4_0-gguf	medium
winogrande	knowledge	58.2	253	gemma-3-12b-it-qat-int4-unquantized	medium
gsm8k	math	38.4	287	gemma-3-12b-it-qat-q4_0-unquantized	medium
gsm8k	math	38.4	289	gemma-3-12b-it-GGUF	medium
gsm8k	math	38.4	298	gemma-3-12b-it-unsloth-bnb-4bit	medium
gsm8k	math	38.4	306	gemma-3-12b-it-bnb-4bit	medium
gsm8k	math	38.4	312	gemma-3-12b-it-GGUF	medium
gsm8k	math	38.4	320	gemma-3-12b-it-qat-q4_0-gguf	medium
gsm8k	math	38.4	328	gemma-3-12b-it-qat-int4-unquantized	medium
math	math	24.2	630	gemma-3-12b-it-qat-q4_0-unquantized	medium
math	math	24.2	633	gemma-3-12b-it-GGUF	medium
math	math	24.2	642	gemma-3-12b-it-unsloth-bnb-4bit	medium
math	math	24.2	651	gemma-3-12b-it-bnb-4bit	medium
math	math	24.2	658	gemma-3-12b-it-GGUF	medium
math	math	24.2	668	gemma-3-12b-it-qat-q4_0-gguf	medium
math	math	24.2	678	gemma-3-12b-it-qat-int4-unquantized	medium
mgsm	math	2.04	68	gemma-3-12b-it-qat-q4_0-unquantized	medium
mgsm	math	2.04	71	gemma-3-12b-it-GGUF	medium
mgsm	math	2.04	80	gemma-3-12b-it-unsloth-bnb-4bit	medium
mgsm	math	2.04	89	gemma-3-12b-it-bnb-4bit	medium
mgsm	math	2.04	96	gemma-3-12b-it-GGUF	medium
mgsm	math	2.04	106	gemma-3-12b-it-qat-q4_0-gguf	medium
mgsm	math	2.04	116	gemma-3-12b-it-qat-int4-unquantized	medium
chartqa	multimodal	63.6	109	gemma-3-12b-it-qat-q4_0-unquantized	medium
chartqa	multimodal	63.6	111	gemma-3-12b-it-GGUF	medium
chartqa	multimodal	63.6	120	gemma-3-12b-it-unsloth-bnb-4bit	medium
chartqa	multimodal	63.6	128	gemma-3-12b-it-bnb-4bit	medium
chartqa	multimodal	63.6	134	gemma-3-12b-it-GGUF	medium
chartqa	multimodal	63.6	142	gemma-3-12b-it-qat-q4_0-gguf	medium
chartqa	multimodal	63.6	150	gemma-3-12b-it-qat-int4-unquantized	medium
docvqa	multimodal	72.8	112	gemma-3-12b-it-qat-q4_0-unquantized	medium
docvqa	multimodal	72.8	115	gemma-3-12b-it-GGUF	medium
docvqa	multimodal	72.8	124	gemma-3-12b-it-unsloth-bnb-4bit	medium
docvqa	multimodal	72.8	133	gemma-3-12b-it-bnb-4bit	medium
docvqa	multimodal	72.8	140	gemma-3-12b-it-GGUF	medium
docvqa	multimodal	72.8	150	gemma-3-12b-it-qat-q4_0-gguf	medium
docvqa	multimodal	72.8	160	gemma-3-12b-it-qat-int4-unquantized	medium
mmmu	multimodal	39.2	209	gemma-3-12b-it-qat-q4_0-unquantized	medium
mmmu	multimodal	39.2	212	gemma-3-12b-it-GGUF	medium
mmmu	multimodal	39.2	221	gemma-3-12b-it-unsloth-bnb-4bit	medium
mmmu	multimodal	39.2	230	gemma-3-12b-it-bnb-4bit	medium
mmmu	multimodal	39.2	237	gemma-3-12b-it-GGUF	medium
mmmu	multimodal	39.2	247	gemma-3-12b-it-qat-q4_0-gguf	medium
mmmu	multimodal	39.2	257	gemma-3-12b-it-qat-int4-unquantized	medium
agieval	reasoning	42.1	230	gemma-3-12b-it-qat-q4_0-unquantized	medium
agieval	reasoning	42.1	233	gemma-3-12b-it-GGUF	medium
agieval	reasoning	42.1	242	gemma-3-12b-it-unsloth-bnb-4bit	medium
agieval	reasoning	42.1	251	gemma-3-12b-it-bnb-4bit	medium
agieval	reasoning	42.1	258	gemma-3-12b-it-GGUF	medium
agieval	reasoning	42.1	268	gemma-3-12b-it-qat-q4_0-gguf	medium
agieval	reasoning	42.1	278	gemma-3-12b-it-qat-int4-unquantized	medium
bbh	reasoning	28.4	272	gemma-3-12b-it-qat-q4_0-unquantized	medium
bbh	reasoning	28.4	274	gemma-3-12b-it-GGUF	medium
bbh	reasoning	28.4	283	gemma-3-12b-it-unsloth-bnb-4bit	medium
bbh	reasoning	28.4	291	gemma-3-12b-it-bnb-4bit	medium
bbh	reasoning	28.4	297	gemma-3-12b-it-GGUF	medium
bbh	reasoning	28.4	305	gemma-3-12b-it-qat-q4_0-gguf	medium
bbh	reasoning	28.4	313	gemma-3-12b-it-qat-int4-unquantized	medium
drop	reasoning	42.4	89	gemma-3-12b-it-qat-q4_0-unquantized	medium
drop	reasoning	42.4	92	gemma-3-12b-it-GGUF	medium
drop	reasoning	42.4	101	gemma-3-12b-it-unsloth-bnb-4bit	medium
drop	reasoning	42.4	110	gemma-3-12b-it-bnb-4bit	medium
drop	reasoning	42.4	117	gemma-3-12b-it-GGUF	medium
drop	reasoning	42.4	127	gemma-3-12b-it-qat-q4_0-gguf	medium
drop	reasoning	42.4	137	gemma-3-12b-it-qat-int4-unquantized	medium
gpqa	reasoning	15	324	gemma-3-12b-it-qat-q4_0-unquantized	medium
gpqa	reasoning	15	327	gemma-3-12b-it-GGUF	medium
gpqa	reasoning	15	336	gemma-3-12b-it-unsloth-bnb-4bit	medium
gpqa	reasoning	15	345	gemma-3-12b-it-bnb-4bit	medium
gpqa	reasoning	15	352	gemma-3-12b-it-GGUF	medium
gpqa	reasoning	15	362	gemma-3-12b-it-qat-q4_0-gguf	medium
gpqa	reasoning	15	372	gemma-3-12b-it-qat-int4-unquantized	medium

Remaining fields

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

architecture: dense
family: gemma
id: gemma-3-12b-it
name: gemma-3-12b-it
params: 12
schema version: local-ai-registry/v1
url: huggingface.co/google/gemma-3-12b-it ↗

downloads

all time: 22,482,214
captured at: 2026-09-01T10:01:52Z
last 30d: 908,406

Provenance & metadata (1)

source huggingface-api

Provenance & metadata (2)

facts

active params · provenance · captured at: 2026-09-01T10:01:52Z

active params · reason conditional-multimodal-config-does-not-publish-per-token-active-parameter-count

active params · state unknown

architecture · provenance · captured at: 2026-09-01T10:01:52Z

architecture · reason resolved-huggingface-topology-config

architecture · state known

params · provenance · captured at: 2026-09-01T10:01:52Z

params · reason safetensors-parameter-metadata

params · state known

provenance

captured at: 2026-09-01T10:01:52Z

sources

captured at	kind	url
2026-09-01T10:01:52Z	huggingface-api	huggingface.co/api/models/google/gemma-3-12b-it ↗