Model

gemma-4-12B-it-qat-q4_0-unquantized

gemma-4-12b-it-qat-q4-0-unquantized

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Record

Family: gemma
Architecture: dense
Parameters: 12
HF downloads / 30d: 250,984

Hugging Face model card

Identity

https://huggingface.co/google/gemma-4-12B-it-qat-q4_0-unquantized

Repository: google/gemma-4-12B-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
livecodebench	coding	80	42	gemma-4-12B-it-qat-w4a16-ct	medium
livecodebench	coding	80	61	gemma-4-12B-it-qat-GGUF	medium
livecodebench	coding	80	62	gemma-4-12B-it-qat-q4_0-gguf	medium
livecodebench	coding	80	104	gemma-4-12B-it-qat-w4a16	medium
hle	knowledge	26.5	57	gemma-4-12B-it-qat-w4a16-ct	medium
hle	knowledge	26.5	76	gemma-4-12B-it-qat-GGUF	medium
hle	knowledge	26.5	77	gemma-4-12B-it-qat-q4_0-gguf	medium
hle	knowledge	26.5	119	gemma-4-12B-it-qat-w4a16	medium
hle	knowledge	19.5	166	gemma-4-12B-it-qat-w4a16-ct	medium
hle	knowledge	19.5	185	gemma-4-12B-it-qat-GGUF	medium
hle	knowledge	19.5	186	gemma-4-12B-it-qat-q4_0-gguf	medium
hle	knowledge	19.5	228	gemma-4-12B-it-qat-w4a16	medium
mmlu-pro	knowledge	85.2	17	gemma-4-12B-it-qat-w4a16-ct	medium
mmlu-pro	knowledge	85.2	36	gemma-4-12B-it-qat-GGUF	medium
mmlu-pro	knowledge	85.2	37	gemma-4-12B-it-qat-q4_0-gguf	medium
mmlu-pro	knowledge	85.2	79	gemma-4-12B-it-qat-w4a16	medium
aime-2026	math	89.2	19	gemma-4-12B-it-qat-w4a16-ct	medium
aime-2026	math	89.2	38	gemma-4-12B-it-qat-GGUF	medium
aime-2026	math	89.2	39	gemma-4-12B-it-qat-q4_0-gguf	medium
aime-2026	math	89.2	81	gemma-4-12B-it-qat-w4a16	medium
math	math	85.6	92	gemma-4-12B-it-qat-w4a16-ct	medium
math	math	85.6	111	gemma-4-12B-it-qat-GGUF	medium
math	math	85.6	112	gemma-4-12B-it-qat-q4_0-gguf	medium
math	math	85.6	154	gemma-4-12B-it-qat-w4a16	medium
mmmu	multimodal	76.9	8	gemma-4-12B-it-qat-w4a16-ct	medium
mmmu	multimodal	76.9	27	gemma-4-12B-it-qat-GGUF	medium
mmmu	multimodal	76.9	28	gemma-4-12B-it-qat-q4_0-gguf	medium
mmmu	multimodal	76.9	70	gemma-4-12B-it-qat-w4a16	medium
bigbench	reasoning	74.4	15	gemma-4-12B-it-qat-w4a16-ct	medium
bigbench	reasoning	74.4	34	gemma-4-12B-it-qat-GGUF	medium
bigbench	reasoning	74.4	35	gemma-4-12B-it-qat-q4_0-gguf	medium
bigbench	reasoning	74.4	77	gemma-4-12B-it-qat-w4a16	medium
gpqa-diamond	reasoning	84.3	33	gemma-4-12B-it-qat-w4a16-ct	medium
gpqa-diamond	reasoning	84.3	52	gemma-4-12B-it-qat-GGUF	medium
gpqa-diamond	reasoning	84.3	53	gemma-4-12B-it-qat-q4_0-gguf	medium
gpqa-diamond	reasoning	84.3	95	gemma-4-12B-it-qat-w4a16	medium
wer-fleurs	speech-asr	8	69	gemma-4-12B-it-qat-w4a16-ct	medium
wer-fleurs	speech-asr	8	88	gemma-4-12B-it-qat-GGUF	medium
wer-fleurs	speech-asr	8	89	gemma-4-12B-it-qat-q4_0-gguf	medium
wer-fleurs	speech-asr	8	131	gemma-4-12B-it-qat-w4a16	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-4-12b-it-qat-q4-0-unquantized
name: gemma-4-12B-it-qat-q4_0-unquantized
params: 12
schema version: local-ai-registry/v1
url: huggingface.co/google/gemma-4-12B-it-qat-q4_0-unquantized ↗

downloads

all time: 1,030,835
captured at: 2026-08-31T15:38:41Z
last 30d: 250,984

Provenance & metadata (1)

source huggingface-api

Provenance & metadata (2)

facts

active params · provenance · captured at: 2026-08-27T06:04:13.773Z

active params · reason not-observed

active params · state unknown

provenance

captured at: 2026-08-27T06:04:13.773Z

sources

captured at	kind	url
2026-08-27T06:04:13.773Z	normalized-model	huggingface.co/google/gemma-4-12B-it-qat-q4_0-unquantized ↗