Llamacpp Quantizations of speechless-starcoder2-7b
Using llama.cpp release b2354 for quantization.
Original model: https://huggingface.co/uukuguy/speechless-starcoder2-7b
Download a file (not the whole branch) from below:
| Filename | Quant type | File Size | Description |
|---|---|---|---|
| speechless-starcoder2-7b-Q8_0.gguf | Q8_0 | 7.62GB | Extremely high quality, generally unneeded but max available quant. |
| speechless-starcoder2-7b-Q6_K.gguf | Q6_K | 5.89GB | Very high quality, near perfect, recommended. |
| speechless-starcoder2-7b-Q5_K_M.gguf | Q5_K_M | 5.12GB | High quality, very usable. |
| speechless-starcoder2-7b-Q5_K_S.gguf | Q5_K_S | 4.93GB | High quality, very usable. |
| speechless-starcoder2-7b-Q5_0.gguf | Q5_0 | 4.93GB | High quality, older format, generally not recommended. |
| speechless-starcoder2-7b-Q4_K_M.gguf | Q4_K_M | 4.40GB | Good quality, similar to 4.25 bpw. |
| speechless-starcoder2-7b-Q4_K_S.gguf | Q4_K_S | 4.12GB | Slightly lower quality with small space savings. |
| speechless-starcoder2-7b-Q4_0.gguf | Q4_0 | 4.04GB | Decent quality, older format, generally not recommended. |
| speechless-starcoder2-7b-Q3_K_L.gguf | Q3_K_L | 3.98GB | Lower quality but usable, good for low RAM availability. |
| speechless-starcoder2-7b-Q3_K_M.gguf | Q3_K_M | 3.59GB | Even lower quality. |
| speechless-starcoder2-7b-Q3_K_S.gguf | Q3_K_S | 3.09GB | Low quality, not recommended. |
| speechless-starcoder2-7b-Q2_K.gguf | Q2_K | 2.72GB | Extremely low quality, not recommended. |
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