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Gemma 4 12B It Qat W4a16 Ct
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Gemma 4 12B It Qat W4a16 Ct

huggingface.co·Infrastructure

Gemma 4 12B It Qat W4a16 Ct is a quantized instruction-tuned language model hosted on Hugging Face. The model belongs to the Gemma 4 family and uses a specific quantization configuration indicated by its name, w4a16 with ct, along with a provided chat template for structured interactions.

Its page supplies tokenizer configuration that defines special tokens including bos_token, eos_token, mask_token, pad_token, and unk_token. A chat_template_jinja is included with a macro for formatting parameters that handles properties such as description, type, and enum values for tool-calling and conversation formatting. The template notes updates for fixed tool-calling loops, turn closures, and thinking content-ordering, and is attributed to the Google Gemma Engineering Team with a listed publication date.

The model is delivered as a repository on the Hugging Face platform, where users can access the model files, tokenizer, and associated configuration for local or hosted inference. It forms one implementation within the class of foundation models focused on text-based generation and instruction following.

Open Source
WebCLIAPISelf-hosted
G
Gemma 4 12B It Qat W4a16 Ct preview
Visit huggingface.co↗
📋25
alternatives
✓5
features
📅2024
since

Overview

5 features

Gemma 4 12B It Qat W4a16 Ct is a Foundation models & chat product. It focuses on enabling efficient, instruction-following text generation with a quantized open-source model. Gemma 4 12B It Qat W4a16 Ct is an open-source project aimed at AI developers and researchers. The project is open source (Open Source). The product ships for the web, the command line, and API, and it can be self-hosted.

It is developed by Google, and the product first shipped in 2024. It competes in a saturated segment with 25 similar apps in PulseGate's index. Among its 5 catalogued features are instruction tuning, quantized model, and text generation.

  • ✓Instruction tuning
  • ✓Quantized model
  • ✓Text generation
  • ✓Open weights
  • ✓API integration

Tags

instruction-tuningquantized-llmgemmaopen-weightstext-generation

AI capabilities

MultimodalInference: LocalWeights: Open

Built with & integrations

Hosting
aws
AI providers
local_oss
Runs on
BrowserCLIAPI-onlySelf-hosted

Trust & compliance

LicenseOpen Source
Verified signals
✓ HTTPS✓ Open Source✓ Free tier

Recent events

Latest indexed changes and source events

  1. IndexedJul 19, 7:20 PM

    google/gemma-4-12B-it-qat-w4a16-ct verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Gemma 4 12B It Qat W4a16 Ct

What is Gemma 4 12B It Qat W4a16 Ct?
Gemma 4 12B It Qat W4a16 Ct focuses on enabling efficient, instruction-following text generation with a quantized open-source model. It is catalogued under Foundation models & chat on PulseGate.
Who should use Gemma 4 12B It Qat W4a16 Ct?
Gemma 4 12B It Qat W4a16 Ct is an open-source project built for AI developers and researchers.
Does Gemma 4 12B It Qat W4a16 Ct have a free plan?
Yes — Gemma 4 12B It Qat W4a16 Ct is open source under the Open Source license and free to use.
What platforms does Gemma 4 12B It Qat W4a16 Ct run on?
Gemma 4 12B It Qat W4a16 Ct runs on the web, the command line, and API. It can also be self-hosted.
Is Gemma 4 12B It Qat W4a16 Ct still active?
PulseGate's liveness checks currently classify Gemma 4 12B It Qat W4a16 Ct as active.
What tools are similar to Gemma 4 12B It Qat W4a16 Ct?
Similar tools tracked by PulseGate include Gemma 4 31B It Qat W4a16 Ct, Gemma 4 12B It Qat Q4 0 Unquantized, and Gemma 4 E2B It Qat W4a16 Ct.Gemma 4 31B It Qat W4a16 CtGemma 4 12B It Qat Q4 0 UnquantizedGemma 4 E2B It Qat W4a16 CtSee all 33 alternatives
Who develops Gemma 4 12B It Qat W4a16 Ct?
Gemma 4 12B It Qat W4a16 Ct is developed by Google.
How long has Gemma 4 12B It Qat W4a16 Ct been around?
Gemma 4 12B It Qat W4a16 Ct first shipped in 2024.

At a glance

Pricing
Open Source
Platforms
Cli · Web
Languages
English
License
Open Source
First seen
Jan 13, 2024
Activity
🟢 Active
Status
🟢 Active
Built for
AI developers and researchers
Model
Open source
Solves
Enabling efficient, instruction-following text generation with a quantized open-source model.

Developer

Google

Live coverage

Confidence
Medium · 70
Indexed
Jul 19, 2026
Lifecycle
Alive
Activity
Active
First seen
Jan 2024
Last seen
2d ago
Identity audit (9)
Entity ID
cmrs6n2jh012vxsu0gbmo749f
Slug
google-gemma-4-12b-it-qat-w4a16-ct-huggingface-co
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 19, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 21, 2026
Canonical URL
https://huggingface.co/google/gemma-4-12B-it-qat-w4a16-ct

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Other apps tracked under the same category.

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  • Gemma 4 12B It Qat Q4 0 Unquantized
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  • Gemma 4 E2B It Qat W4a16 Ct
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  • Gemma 4 26B A4B It Qat Q4 0 Unquantized
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  • Gemma 4 31B It Qat W4a16
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  • Gemma 4 E4B It Qat W4a16 Ct
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See 33 alternatives to Gemma 4 12B It Qat W4a16 Ct