Model

gemma-3-270m-it-qat-q4_0-unquantized

gemma-3-270m-it-qat-q4-0-unquantized

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Record

Family: gemma
Architecture: dense
Parameters: 0.27
Active parameters: 0.27
HF downloads / 30d: 367

Hugging Face model card

Identity

https://huggingface.co/google/gemma-3-270m-it-qat-q4_0-unquantized

Repository: google/gemma-3-270m-it-qat-q4_0-unquantized
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	299	gemma-3-270m-it-qat-GGUF	medium
humaneval	coding	41.5	304	gemma-3-270m-it-qat	medium
livecodebench	coding	1.9	467	gemma-3-270m-it-qat-GGUF	medium
livecodebench	coding	1.9	472	gemma-3-270m-it-qat	medium
mbpp	coding	35.2	287	gemma-3-270m-it-qat-GGUF	medium
mbpp	coding	35.2	292	gemma-3-270m-it-qat	medium
if-eval	instruction-following	80.2	147	gemma-3-270m-it-qat-GGUF	medium
if-eval	instruction-following	80.2	152	gemma-3-270m-it-qat	medium
if-eval	instruction-following	51.2	273	gemma-3-270m-it-qat-GGUF	medium
if-eval	instruction-following	51.2	278	gemma-3-270m-it-qat	medium
boolq	knowledge	61.4	161	gemma-3-270m-it-qat-GGUF	medium
boolq	knowledge	61.4	166	gemma-3-270m-it-qat	medium
hellaswag	knowledge	40.9	362	gemma-3-270m-it-qat-GGUF	medium
hellaswag	knowledge	40.9	367	gemma-3-270m-it-qat	medium
mmlu	knowledge	59.6	581	gemma-3-270m-it-qat-GGUF	medium
mmlu	knowledge	59.6	606	gemma-3-270m-it-qat	medium
mmlu	knowledge	34.2	911	gemma-3-270m-it-qat-GGUF	medium
mmlu	knowledge	34.2	916	gemma-3-270m-it-qat	medium
mmlu	knowledge	29.2	977	gemma-3-270m-it-qat-GGUF	medium
mmlu	knowledge	29.2	1002	gemma-3-270m-it-qat	medium
mmlu	knowledge	14.7	1119	gemma-3-270m-it-qat-GGUF	medium
mmlu	knowledge	14.7	1124	gemma-3-270m-it-qat	medium
piqa	knowledge	67.7	190	gemma-3-270m-it-qat-GGUF	medium
piqa	knowledge	67.7	195	gemma-3-270m-it-qat	medium
simpleqa	knowledge	2.2	71	gemma-3-270m-it-qat-GGUF	medium
simpleqa	knowledge	2.2	76	gemma-3-270m-it-qat	medium
triviaqa	knowledge	15.4	191	gemma-3-270m-it-qat-GGUF	medium
triviaqa	knowledge	15.4	196	gemma-3-270m-it-qat	medium
winogrande	knowledge	52	285	gemma-3-270m-it-qat-GGUF	medium
winogrande	knowledge	52	290	gemma-3-270m-it-qat	medium
gsm8k	math	62.8	228	gemma-3-270m-it-qat-GGUF	medium
gsm8k	math	62.8	233	gemma-3-270m-it-qat	medium
math	math	48	447	gemma-3-270m-it-qat-GGUF	medium
math	math	48	452	gemma-3-270m-it-qat	medium
math	math	24.2	663	gemma-3-270m-it-qat-GGUF	medium
math	math	24.2	688	gemma-3-270m-it-qat	medium
mgsm	math	2.04	98	gemma-3-270m-it-qat-GGUF	medium
mgsm	math	2.04	123	gemma-3-270m-it-qat	medium
chartqa	multimodal	68.8	90	gemma-3-270m-it-qat-GGUF	medium
chartqa	multimodal	68.8	95	gemma-3-270m-it-qat	medium
docvqa	multimodal	75.8	94	gemma-3-270m-it-qat-GGUF	medium
docvqa	multimodal	75.8	99	gemma-3-270m-it-qat	medium
docvqa	multimodal	72.8	142	gemma-3-270m-it-qat-GGUF	medium
docvqa	multimodal	72.8	167	gemma-3-270m-it-qat	medium
mathvista	multimodal	50	84	gemma-3-270m-it-qat-GGUF	medium
mathvista	multimodal	50	89	gemma-3-270m-it-qat	medium
mmmu	multimodal	48.8	186	gemma-3-270m-it-qat-GGUF	medium
mmmu	multimodal	48.8	191	gemma-3-270m-it-qat	medium
mmmu	multimodal	39.2	239	gemma-3-270m-it-qat-GGUF	medium
mmmu	multimodal	39.2	264	gemma-3-270m-it-qat	medium
agieval	reasoning	42.1	260	gemma-3-270m-it-qat-GGUF	medium
agieval	reasoning	42.1	285	gemma-3-270m-it-qat	medium
bbh	reasoning	26.7	345	gemma-3-270m-it-qat-GGUF	medium
bbh	reasoning	26.7	350	gemma-3-270m-it-qat	medium
bigbench	reasoning	7.2	567	gemma-3-270m-it-qat-GGUF	medium
bigbench	reasoning	7.2	572	gemma-3-270m-it-qat	medium
drop	reasoning	42.4	122	gemma-3-270m-it-qat-GGUF	medium
drop	reasoning	42.4	147	gemma-3-270m-it-qat	medium
gpqa	reasoning	19.2	301	gemma-3-270m-it-qat-GGUF	medium
gpqa	reasoning	19.2	306	gemma-3-270m-it-qat	medium
gpqa	reasoning	15	354	gemma-3-270m-it-qat-GGUF	medium
gpqa	reasoning	15	379	gemma-3-270m-it-qat	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-qat-q4-0-unquantized
name: gemma-3-270m-it-qat-q4_0-unquantized
params: 0.27
schema version: local-ai-registry/v1
url: huggingface.co/google/gemma-3-270m-it-qat-q4_0-unquantized ↗

downloads

all time: 5,174
captured at: 2026-08-31T15:38:41Z
last 30d: 367

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-qat-q4_0-unquantized ↗
2026-09-01T00:18:17Z	huggingface-api	huggingface.co/api/models/google/gemma-3-270m-it-qat-q4_0-unquantized ↗