Model

gemma-3-4b-it

gemma-3-4b-it

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Record

Family: gemma
Architecture: dense
Parameters: 4.3
HF downloads / 30d: 1,447,256

Hugging Face model card

Identity

https://huggingface.co/google/gemma-3-4b-it

Repository: google/gemma-3-4b-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	317	gemma-3-4b-it	medium
humaneval	coding	36	320	gemma-3-4b-it	medium
humaneval	coding	36	329	gemma-3-4b-it-GGUF	medium
humaneval	coding	36	330	gemma-3-4b-it-GGUF	medium
humaneval	coding	36	334	gemma-3-4b-it-unsloth-bnb-4bit	medium
humaneval	coding	36	338	gemma-3-4b-it-bnb-4bit	medium
humaneval	coding	36	351	gemma-3-4b-it-qat-q4_0-gguf	medium
humaneval	coding	36	352	gemma-3-4b-it-qat-q4_0-unquantized	medium
humaneval	coding	36	361	gemma-3-4b-it-FP8-Dynamic	medium
mbpp	coding	46	205	gemma-3-4b-it	medium
mbpp	coding	46	208	gemma-3-4b-it	medium
mbpp	coding	46	217	gemma-3-4b-it-GGUF	medium
mbpp	coding	46	218	gemma-3-4b-it-GGUF	medium
mbpp	coding	46	222	gemma-3-4b-it-unsloth-bnb-4bit	medium
mbpp	coding	46	226	gemma-3-4b-it-bnb-4bit	medium
mbpp	coding	46	239	gemma-3-4b-it-qat-q4_0-gguf	medium
mbpp	coding	46	240	gemma-3-4b-it-qat-q4_0-unquantized	medium
mbpp	coding	46	249	gemma-3-4b-it-FP8-Dynamic	medium
boolq	knowledge	63.2	89	gemma-3-4b-it	medium
boolq	knowledge	63.2	92	gemma-3-4b-it	medium
boolq	knowledge	63.2	101	gemma-3-4b-it-GGUF	medium
boolq	knowledge	63.2	102	gemma-3-4b-it-GGUF	medium
boolq	knowledge	63.2	106	gemma-3-4b-it-unsloth-bnb-4bit	medium
boolq	knowledge	63.2	110	gemma-3-4b-it-bnb-4bit	medium
boolq	knowledge	63.2	123	gemma-3-4b-it-qat-q4_0-gguf	medium
boolq	knowledge	63.2	124	gemma-3-4b-it-qat-q4_0-unquantized	medium
boolq	knowledge	63.2	133	gemma-3-4b-it-FP8-Dynamic	medium
hellaswag	knowledge	62.3	255	gemma-3-4b-it	medium
hellaswag	knowledge	62.3	258	gemma-3-4b-it	medium
hellaswag	knowledge	62.3	267	gemma-3-4b-it-GGUF	medium
hellaswag	knowledge	62.3	268	gemma-3-4b-it-GGUF	medium
hellaswag	knowledge	62.3	272	gemma-3-4b-it-unsloth-bnb-4bit	medium
hellaswag	knowledge	62.3	276	gemma-3-4b-it-bnb-4bit	medium
hellaswag	knowledge	62.3	289	gemma-3-4b-it-qat-q4_0-gguf	medium
hellaswag	knowledge	62.3	290	gemma-3-4b-it-qat-q4_0-unquantized	medium
hellaswag	knowledge	62.3	299	gemma-3-4b-it-FP8-Dynamic	medium
mmlu	knowledge	59.6	543	gemma-3-4b-it	medium
mmlu	knowledge	59.6	548	gemma-3-4b-it	medium
mmlu	knowledge	59.6	558	gemma-3-4b-it-GGUF	medium
mmlu	knowledge	59.6	559	gemma-3-4b-it-GGUF	medium
mmlu	knowledge	59.6	563	gemma-3-4b-it-unsloth-bnb-4bit	medium
mmlu	knowledge	59.6	568	gemma-3-4b-it-bnb-4bit	medium
mmlu	knowledge	59.6	585	gemma-3-4b-it-qat-q4_0-gguf	medium
mmlu	knowledge	59.6	586	gemma-3-4b-it-qat-q4_0-unquantized	medium
mmlu	knowledge	59.6	596	gemma-3-4b-it-FP8-Dynamic	medium
mmlu	knowledge	29.2	937	gemma-3-4b-it	medium
mmlu	knowledge	29.2	942	gemma-3-4b-it	medium
mmlu	knowledge	29.2	952	gemma-3-4b-it-GGUF	medium
mmlu	knowledge	29.2	953	gemma-3-4b-it-GGUF	medium
mmlu	knowledge	29.2	957	gemma-3-4b-it-unsloth-bnb-4bit	medium
mmlu	knowledge	29.2	962	gemma-3-4b-it-bnb-4bit	medium
mmlu	knowledge	29.2	978	gemma-3-4b-it-qat-q4_0-gguf	medium
mmlu	knowledge	29.2	979	gemma-3-4b-it-qat-q4_0-unquantized	medium
mmlu	knowledge	29.2	989	gemma-3-4b-it-FP8-Dynamic	medium
mmlu	knowledge	24.9	1024	gemma-3-4b-it	medium
mmlu	knowledge	24.9	1027	gemma-3-4b-it	medium
mmlu	knowledge	24.9	1036	gemma-3-4b-it-GGUF	medium
mmlu	knowledge	24.9	1037	gemma-3-4b-it-GGUF	medium
mmlu	knowledge	24.9	1041	gemma-3-4b-it-unsloth-bnb-4bit	medium
mmlu	knowledge	24.9	1045	gemma-3-4b-it-bnb-4bit	medium
mmlu	knowledge	24.9	1058	gemma-3-4b-it-qat-q4_0-gguf	medium
mmlu	knowledge	24.9	1059	gemma-3-4b-it-qat-q4_0-unquantized	medium
mmlu	knowledge	24.9	1068	gemma-3-4b-it-FP8-Dynamic	medium
piqa	knowledge	73.8	112	gemma-3-4b-it	medium
piqa	knowledge	73.8	115	gemma-3-4b-it	medium
piqa	knowledge	73.8	124	gemma-3-4b-it-GGUF	medium
piqa	knowledge	73.8	125	gemma-3-4b-it-GGUF	medium
piqa	knowledge	73.8	129	gemma-3-4b-it-unsloth-bnb-4bit	medium
piqa	knowledge	73.8	133	gemma-3-4b-it-bnb-4bit	medium
piqa	knowledge	73.8	146	gemma-3-4b-it-qat-q4_0-gguf	medium
piqa	knowledge	73.8	147	gemma-3-4b-it-qat-q4_0-unquantized	medium
piqa	knowledge	73.8	156	gemma-3-4b-it-FP8-Dynamic	medium
triviaqa	knowledge	39.8	116	gemma-3-4b-it	medium
triviaqa	knowledge	39.8	119	gemma-3-4b-it	medium
triviaqa	knowledge	39.8	128	gemma-3-4b-it-GGUF	medium
triviaqa	knowledge	39.8	129	gemma-3-4b-it-GGUF	medium
triviaqa	knowledge	39.8	133	gemma-3-4b-it-unsloth-bnb-4bit	medium
triviaqa	knowledge	39.8	137	gemma-3-4b-it-bnb-4bit	medium
triviaqa	knowledge	39.8	150	gemma-3-4b-it-qat-q4_0-gguf	medium
triviaqa	knowledge	39.8	151	gemma-3-4b-it-qat-q4_0-unquantized	medium
triviaqa	knowledge	39.8	160	gemma-3-4b-it-FP8-Dynamic	medium
winogrande	knowledge	58.2	207	gemma-3-4b-it	medium
winogrande	knowledge	58.2	210	gemma-3-4b-it	medium
winogrande	knowledge	58.2	219	gemma-3-4b-it-GGUF	medium
winogrande	knowledge	58.2	220	gemma-3-4b-it-GGUF	medium
winogrande	knowledge	58.2	224	gemma-3-4b-it-unsloth-bnb-4bit	medium
winogrande	knowledge	58.2	228	gemma-3-4b-it-bnb-4bit	medium
winogrande	knowledge	58.2	241	gemma-3-4b-it-qat-q4_0-gguf	medium
winogrande	knowledge	58.2	242	gemma-3-4b-it-qat-q4_0-unquantized	medium
winogrande	knowledge	58.2	251	gemma-3-4b-it-FP8-Dynamic	medium
gsm8k	math	38.4	282	gemma-3-4b-it	medium
gsm8k	math	38.4	285	gemma-3-4b-it	medium
gsm8k	math	38.4	294	gemma-3-4b-it-GGUF	medium
gsm8k	math	38.4	295	gemma-3-4b-it-GGUF	medium
gsm8k	math	38.4	299	gemma-3-4b-it-unsloth-bnb-4bit	medium
gsm8k	math	38.4	303	gemma-3-4b-it-bnb-4bit	medium
gsm8k	math	38.4	316	gemma-3-4b-it-qat-q4_0-gguf	medium
gsm8k	math	38.4	317	gemma-3-4b-it-qat-q4_0-unquantized	medium
gsm8k	math	38.4	326	gemma-3-4b-it-FP8-Dynamic	medium
math	math	24.2	623	gemma-3-4b-it	medium
math	math	24.2	628	gemma-3-4b-it	medium
math	math	24.2	638	gemma-3-4b-it-GGUF	medium
math	math	24.2	639	gemma-3-4b-it-GGUF	medium
math	math	24.2	643	gemma-3-4b-it-unsloth-bnb-4bit	medium
math	math	24.2	648	gemma-3-4b-it-bnb-4bit	medium
math	math	24.2	664	gemma-3-4b-it-qat-q4_0-gguf	medium
math	math	24.2	665	gemma-3-4b-it-qat-q4_0-unquantized	medium
math	math	24.2	675	gemma-3-4b-it-FP8-Dynamic	medium
mgsm	math	2.04	61	gemma-3-4b-it	medium
mgsm	math	2.04	66	gemma-3-4b-it	medium
mgsm	math	2.04	76	gemma-3-4b-it-GGUF	medium
mgsm	math	2.04	77	gemma-3-4b-it-GGUF	medium
mgsm	math	2.04	81	gemma-3-4b-it-unsloth-bnb-4bit	medium
mgsm	math	2.04	86	gemma-3-4b-it-bnb-4bit	medium
mgsm	math	2.04	102	gemma-3-4b-it-qat-q4_0-gguf	medium
mgsm	math	2.04	103	gemma-3-4b-it-qat-q4_0-unquantized	medium
mgsm	math	2.04	113	gemma-3-4b-it-FP8-Dynamic	medium
chartqa	multimodal	63.6	104	gemma-3-4b-it	medium
chartqa	multimodal	63.6	107	gemma-3-4b-it	medium
chartqa	multimodal	63.6	116	gemma-3-4b-it-GGUF	medium
chartqa	multimodal	63.6	117	gemma-3-4b-it-GGUF	medium
chartqa	multimodal	63.6	121	gemma-3-4b-it-unsloth-bnb-4bit	medium
chartqa	multimodal	63.6	125	gemma-3-4b-it-bnb-4bit	medium
chartqa	multimodal	63.6	138	gemma-3-4b-it-qat-q4_0-gguf	medium
chartqa	multimodal	63.6	139	gemma-3-4b-it-qat-q4_0-unquantized	medium
chartqa	multimodal	63.6	148	gemma-3-4b-it-FP8-Dynamic	medium
docvqa	multimodal	72.8	105	gemma-3-4b-it	medium
docvqa	multimodal	72.8	110	gemma-3-4b-it	medium
docvqa	multimodal	72.8	120	gemma-3-4b-it-GGUF	medium
docvqa	multimodal	72.8	121	gemma-3-4b-it-GGUF	medium
docvqa	multimodal	72.8	125	gemma-3-4b-it-unsloth-bnb-4bit	medium
docvqa	multimodal	72.8	130	gemma-3-4b-it-bnb-4bit	medium
docvqa	multimodal	72.8	146	gemma-3-4b-it-qat-q4_0-gguf	medium
docvqa	multimodal	72.8	147	gemma-3-4b-it-qat-q4_0-unquantized	medium
docvqa	multimodal	72.8	157	gemma-3-4b-it-FP8-Dynamic	medium
docvqa	multimodal	5.8	218	Nemotron-3-Content-Safety	medium
mmmu	multimodal	39.2	202	gemma-3-4b-it	medium
mmmu	multimodal	39.2	207	gemma-3-4b-it	medium
mmmu	multimodal	39.2	217	gemma-3-4b-it-GGUF	medium
mmmu	multimodal	39.2	218	gemma-3-4b-it-GGUF	medium
mmmu	multimodal	39.2	222	gemma-3-4b-it-unsloth-bnb-4bit	medium
mmmu	multimodal	39.2	227	gemma-3-4b-it-bnb-4bit	medium
mmmu	multimodal	39.2	243	gemma-3-4b-it-qat-q4_0-gguf	medium
mmmu	multimodal	39.2	244	gemma-3-4b-it-qat-q4_0-unquantized	medium
mmmu	multimodal	39.2	254	gemma-3-4b-it-FP8-Dynamic	medium
mmmu	multimodal	2.3	324	Nemotron-3-Content-Safety	medium
agieval	reasoning	42.1	223	gemma-3-4b-it	medium
agieval	reasoning	42.1	228	gemma-3-4b-it	medium
agieval	reasoning	42.1	238	gemma-3-4b-it-GGUF	medium
agieval	reasoning	42.1	239	gemma-3-4b-it-GGUF	medium
agieval	reasoning	42.1	243	gemma-3-4b-it-unsloth-bnb-4bit	medium
agieval	reasoning	42.1	248	gemma-3-4b-it-bnb-4bit	medium
agieval	reasoning	42.1	264	gemma-3-4b-it-qat-q4_0-gguf	medium
agieval	reasoning	42.1	265	gemma-3-4b-it-qat-q4_0-unquantized	medium
agieval	reasoning	42.1	275	gemma-3-4b-it-FP8-Dynamic	medium
bbh	reasoning	28.4	267	gemma-3-4b-it	medium
bbh	reasoning	28.4	270	gemma-3-4b-it	medium
bbh	reasoning	28.4	279	gemma-3-4b-it-GGUF	medium
bbh	reasoning	28.4	280	gemma-3-4b-it-GGUF	medium
bbh	reasoning	28.4	284	gemma-3-4b-it-unsloth-bnb-4bit	medium
bbh	reasoning	28.4	288	gemma-3-4b-it-bnb-4bit	medium
bbh	reasoning	28.4	301	gemma-3-4b-it-qat-q4_0-gguf	medium
bbh	reasoning	28.4	302	gemma-3-4b-it-qat-q4_0-unquantized	medium
bbh	reasoning	28.4	311	gemma-3-4b-it-FP8-Dynamic	medium
drop	reasoning	42.4	82	gemma-3-4b-it	medium
drop	reasoning	42.4	87	gemma-3-4b-it	medium
drop	reasoning	42.4	97	gemma-3-4b-it-GGUF	medium
drop	reasoning	42.4	98	gemma-3-4b-it-GGUF	medium
drop	reasoning	42.4	102	gemma-3-4b-it-unsloth-bnb-4bit	medium
drop	reasoning	42.4	107	gemma-3-4b-it-bnb-4bit	medium
drop	reasoning	42.4	123	gemma-3-4b-it-qat-q4_0-gguf	medium
drop	reasoning	42.4	124	gemma-3-4b-it-qat-q4_0-unquantized	medium
drop	reasoning	42.4	134	gemma-3-4b-it-FP8-Dynamic	medium
gpqa	reasoning	15	317	gemma-3-4b-it	medium
gpqa	reasoning	15	322	gemma-3-4b-it	medium
gpqa	reasoning	15	332	gemma-3-4b-it-GGUF	medium
gpqa	reasoning	15	333	gemma-3-4b-it-GGUF	medium
gpqa	reasoning	15	337	gemma-3-4b-it-unsloth-bnb-4bit	medium
gpqa	reasoning	15	342	gemma-3-4b-it-bnb-4bit	medium
gpqa	reasoning	15	358	gemma-3-4b-it-qat-q4_0-gguf	medium
gpqa	reasoning	15	359	gemma-3-4b-it-qat-q4_0-unquantized	medium
gpqa	reasoning	15	369	gemma-3-4b-it-FP8-Dynamic	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-3-4b-it
name: gemma-3-4b-it
params: 4.3
schema version: local-ai-registry/v1
url: huggingface.co/google/gemma-3-4b-it ↗

downloads

all time: 25,193,447
captured at: 2026-08-31T15:38:41Z
last 30d: 1,447,256

Provenance & metadata (1)

source huggingface-api

Provenance & metadata (2)

facts

architecture · provenance · captured at: 2026-09-01T01:13:15Z

architecture · reason resolved-huggingface-topology-config

architecture · state known

params · provenance · captured at: 2026-09-01T00:18:17Z

params · reason safetensors-parameter-metadata

params · state known

provenance

captured at: 2026-08-30T09:10:02Z

sources

captured at	kind	url
2026-08-30T09:10:02Z	normalized-model	huggingface.co/google/gemma-3-4b-it ↗
2026-09-01T00:18:17Z	huggingface-api	huggingface.co/api/models/google/gemma-3-4b-it ↗