Translation
Transformers
Safetensors
gemma3_text
text-generation
wmt26
model-compression
machine-translation
gemma
compressed-tensors
vllm
text-generation-inference
Instructions to use soksof/gemma-3-12b-wmt26-int4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use soksof/gemma-3-12b-wmt26-int4 with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "translation" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # 'pip install "transformers<5.0.0' from transformers import pipeline pipe = pipeline("translation", model="soksof/gemma-3-12b-wmt26-int4")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("soksof/gemma-3-12b-wmt26-int4") model = AutoModelForCausalLM.from_pretrained("soksof/gemma-3-12b-wmt26-int4", device_map="auto") - Notebooks
- Google Colab
- Kaggle
gemma-3-12b-wmt26-int4
A compressed, modified derivative of google/gemma-3-12b-it for the
WMT26 Model Compression shared task (constrained track). This file has been modified from
the original Gemma 3 release: INT4 W4A16 (GPTQ โ compressed-tensors), near-lossless.
- Base model:
google/gemma-3-12b-it(Google) - Compression: INT4 W4A16 (GPTQ โ compressed-tensors), near-lossless
- Translation directions: ces-deu eng-zho_Hans eng-ara_EG
- Serving: vLLM, validated stack
vllm==0.23.0/transformers==5.12.1/compressed-tensors==0.17.0. Inference entrypoint, environment, and run instructions are in the submission package (run.sh/setup.sh/requirements.txt).
Built with Gemma โ license & use
Gemma is provided under and subject to the Gemma Terms of Use, found at
https://ai.google.dev/gemma/terms . Use is additionally governed by the Gemma
Prohibited Use Policy (https://ai.google.dev/gemma/prohibited_use_policy). This is a
derivative of google/gemma-3-12b-it; Gemma and its trademarks are the property of Google. By using these
weights you agree to the Gemma Terms of Use.
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