gemma-1.1-7b-it-GGUF/README.md

library_name, widget, inference, extra_gated_heading, extra_gated_prompt, extra_gated_button_content, license, quantized_by, pipeline_tag

library_name	widget	inference	extra_gated_heading	extra_gated_prompt	extra_gated_button_content	license	quantized_by	pipeline_tag
transformers	messages role content user How does the brain work?	parameters max_new_tokens 200	Access Gemma on Hugging Face	To access Gemma on Hugging Face, you’re required to review and agree to Google’s usage license. To do this, please ensure you’re logged-in to Hugging Face and click below. Requests are processed immediately.	Acknowledge license	gemma	bartowski	text-generation

Llamacpp Quantizations of gemma-1.1-7b-it

Using llama.cpp release b2589 for quantization.

Original model: https://huggingface.co/google/gemma-1.1-7b-it

Download a file (not the whole branch) from below:

Filename	Quant type	File Size	Description
gemma-1.1-7b-it-Q8_0.gguf	Q8_0	9.07GB	Extremely high quality, generally unneeded but max available quant.
gemma-1.1-7b-it-Q6_K.gguf	Q6_K	7.01GB	Very high quality, near perfect, recommended.
gemma-1.1-7b-it-Q5_K_M.gguf	Q5_K_M	6.14GB	High quality, very usable.
gemma-1.1-7b-it-Q5_K_S.gguf	Q5_K_S	5.98GB	High quality, very usable.
gemma-1.1-7b-it-Q5_0.gguf	Q5_0	5.98GB	High quality, older format, generally not recommended.
gemma-1.1-7b-it-Q4_K_M.gguf	Q4_K_M	5.32GB	Good quality, uses about 4.83 bits per weight.
gemma-1.1-7b-it-Q4_K_S.gguf	Q4_K_S	5.04GB	Slightly lower quality with small space savings.
gemma-1.1-7b-it-IQ4_NL.gguf	IQ4_NL	5.04GB	Decent quality, similar to Q4_K_S, new method of quanting,
gemma-1.1-7b-it-IQ4_XS.gguf	IQ4_XS	4.80GB	Decent quality, new method with similar performance to Q4.
gemma-1.1-7b-it-Q4_0.gguf	Q4_0	5.01GB	Decent quality, older format, generally not recommended.
gemma-1.1-7b-it-Q3_K_L.gguf	Q3_K_L	4.70GB	Lower quality but usable, good for low RAM availability.
gemma-1.1-7b-it-Q3_K_M.gguf	Q3_K_M	4.36GB	Even lower quality.
gemma-1.1-7b-it-IQ3_M.gguf	IQ3_M	4.10GB	Medium-low quality, new method with decent performance.
gemma-1.1-7b-it-IQ3_S.gguf	IQ3_S	3.98GB	Lower quality, new method with decent performance, recommended over Q3 quants.
gemma-1.1-7b-it-Q3_K_S.gguf	Q3_K_S	3.98GB	Low quality, not recommended.
gemma-1.1-7b-it-Q2_K.gguf	Q2_K	3.48GB	Extremely low quality, not recommended.

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