python gemma 3 - SERP Analysis

https://github.com/proflead/gemma-3-tutorial

https://www.reddit.com/r/LocalLLaMA/comments/1j9erfw/try_gemma_3_with_our_new_gemma_python_library/

https://blog.google/technology/developers/gemma-3/

https://ai.google.dev/gemma/docs/get_started

https://huggingface.co/google/gemma-3-1b-it

https://developers.googleblog.com/en/gemma-explained-whats-new-in-gemma-3/

https://pypi.org/project/gemma/

https://medium.com/%40manyi.yim/run-a-gemma-3-multimodal-model-locally-with-ollama-python-as-the-backend-bb4696663701

https://www.datacamp.com/tutorial/gemma-3-ollama

https://discuss.huggingface.co/t/reducing-unwanted-generation-in-gemma-3/148856

https://www.philschmid.de/gemma-function-calling

https://docs.unsloth.ai/basics/gemma-3-how-to-run-and-fine-tune

https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/gemma3

https://deepmind.google/models/gemma/

https://ai.google.dev/gemma/docs/core/gemma_on_gemini_api

https://medium.com/google-cloud/gemma-3-ollama-on-colab-a-developers-quickstart-7bbf93ab8fef

https://www.youtube.com/watch?v=AfssOYdS0j4

https://developers.googleblog.com/en/introducing-gemma3/

https://discuss.streamlit.io/t/summarize-videos-using-ai-with-gemma-3-langchain-and-streamlit/110831

https://www.youtube.com/watch?v=QpQBZiJd1X4

https://aleksandarhaber.com/how-to-install-and-run-locally-googles-gemma-3-on-a-windows-computer/

https://simonw.substack.com/p/notes-on-googles-gemma-3

https://deepmind.google/models/gemma/gemma-3/

https://cloud.google.com/run/docs/run-gemma-on-cloud-run

https://www.youtube.com/watch?v=16gVylZniJE

https://stackoverflow.com/questions/79526774/unable-to-get-the-tokenizer-of-gemma-3

https://www.youtube.com/watch?v=pC2DhFJQocY

https://deepinfra.com/google/gemma-3-27b-it/api

https://www.youtube.com/watch?v=_IzgKu0xnmg&pp=0gcJCdgAo7VqN5tD

https://pub.towardsai.net/googles-gemma-3-fine-tuning-made-simple-create-custom-ai-models-with-python-and-unsloth-fb937495e9db

https://learnopencv.com/gemma-3/

https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Gemma3_(4B).ipynb

https://docs.nvidia.com/nemo-framework/user-guide/latest/vlms/gemma3.html

https://lightning.ai/sitammeur/studios/deploy-gemma-3-multimodal-multilingual-model

https://www.datacamp.com/tutorial/fine-tune-gemma-3

https://nodeshift.com/blog/a-step-by-step-guide-to-install-gemma-3-locally-with-ollama-or-transformers

https://www.youtube.com/watch?v=7q2ulB0dhMk

https://docs.api.nvidia.com/nim/reference/google-gemma-3-1b-it

https://levelup.gitconnected.com/how-to-run-gemma-3-googles-latest-open-source-llm-609f18ec9fd6

https://www.analyticsvidhya.com/blog/2025/03/gemma-3/

https://blog.gopenai.com/multi-modal-capabilities-of-gemma-3-imaging-tutorial-3dd23fb5d631

https://www.linkedin.com/posts/googleaidevs_explore-the-new-capabilities-of-gemma-3-and-activity-7315448668789055490-hlhY

https://ollama.com/library/gemma3

https://aws.amazon.com/blogs/machine-learning/gemma-3-27b-model-now-available-on-amazon-bedrock-marketplace-and-amazon-sagemaker-jumpstart/

https://atalupadhyay.wordpress.com/2025/04/03/hands-on-with-googles-gemma-3-a-comprehensive-guide/

https://www.googlecloudcommunity.com/gc/AI-ML/How-to-use-Gemma-in-vertex-AI/m-p/720837

https://www.secondstate.io/articles/gemma-3/

https://www.youtube.com/watch?v=sexB_zNxZbM

https://docs.aimlapi.com/api-references/text-models-llm/google/gemma-3

https://www.sentisight.ai/gemma-3-introducing-googles-latest-open-ai-model/

https://cloud.google.com/blog/products/ai-machine-learning/announcing-gemma-3-on-vertex-ai

https://clarifai.com/gcp/generate/models/gemma-3-1b-it-GGUF

https://blog.stackademic.com/gemma-3-as-a-coding-assistant-f044a204dce9

https://openrouter.ai/google/gemma-3-12b-it:free

https://lmstudio.ai/model/gemma-3-4b

https://www.kaggle.com/code/kingabzpro/fine-tuning-gemma-3-unsloth

https://www.toolify.ai/ai-news/google-gemma-3-the-new-family-of-open-llms-for-developers-3321043

https://www.firecrawl.dev/blog/gemma-3-fine-tuning-firecrawl-unsloth

https://brightdata.com/blog/ai/fine-tuning-gemma-3

https://dev.to/nodeshiftcloud/a-step-by-step-guide-to-install-gemma-3-locally-with-ollama-or-transformers-12g6

https://replicate.com/google-deepmind/gemma-3-27b-it

https://www.together.ai/models/gemma-3-4b

https://www.kdnuggets.com/gemma-3n-smarter-faster-and-offline-ready

https://docs.runpod.io/tutorials/serverless/run-gemma-7b

https://news.ycombinator.com/item?id=43743337

https://www.linkedin.com/pulse/gemma-3-comprehensive-guide-googles-ai-model-vladislav-guzey-qgvtc

https://www.infoq.com/news/2025/04/google-gemma-qat/

https://developers.cloudflare.com/workers-ai/models/gemma-3-12b-it/

https://www.modelscope.cn/models/LLM-Research/gemma-3-27b-it

https://langdb.ai/app/providers/openrouter/gemma-3-4b-it

https://openrouter.ai/google/gemma-3-1b-it:free

https://colab.research.google.com/github/google-gemini/gemma-cookbook/blob/main/Gemma/%5BGemma_3%5DMeme_Generator.ipynb

https://rocm.blogs.amd.com/artificial-intelligence/deployingGemma-vllm/README.html

https://www.youtube.com/watch?v=m2rG6zHoxBo&pp=0gcJCdgAo7VqN5tD

https://www.kaggle.com/code/gpreda/gemma-3-1b-instruct-compact-and-powerful-model

https://pub.towardsai.net/dynamic-multi-function-calling-locally-with-gemma-3-and-ollam-07ddabc8f665

https://letsdatascience.com/gemma-3-ai-model/

https://lmstudio.ai/model/gemma-3-27b-it-qat

https://www.marktechpost.com/2025/03/12/google-ai-releases-gemma-3-lightweight-multimodal-open-models-for-efficient-and-on%E2%80%91device-ai/

https://www.infoworld.com/article/3844489/google-unveils-gemma-3-multi-modal-ai-models.html

https://replicate.com/google-deepmind/gemma-3-4b-it

https://www.together.ai/models/gemma-3-27b

https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/gemma3?hl=ko

https://aistudio.google.com/

https://www.youtube.com/watch?v=jSXTE2ApI0s

https://aleksandarhaber.com/install-and-run-google-gemma-3-on-linux-ubuntu/

https://lightning.ai/lightning-ai/api/temp_01jq4as8tsb2b3rzbn10770yws

https://www.toolify.ai/ai-news/gemma-3-ai-model-a-comprehensive-guide-to-local-installation-3321037

https://blog.google/technology/developers/google-gemma-2/

https://www.analyticsvidhya.com/blog/2025/03/mistral-3-1-vs-gemma-3/

https://news.ycombinator.com/item?id=43414235

https://stackoverflow.com/questions/79490610/how-do-i-get-google-gemma-2-2b-to-strictly-follow-my-prompt-in-hugging-face-tran

https://pypi.org/project/gemma-llm/

https://kartaca.com/en/meet-gemma-3-googles-next-gen-open-models/

https://langdb.ai/app/providers/openrouter/gemma-3-12b-it

https://medgemma.org/

https://mer.vin/2025/03/gemma-3-create-agents/

https://simonwillison.net/2025/Mar/12/gemma-3/

https://www.infoq.com/news/2025/05/google-medgemma/