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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