Llamacpp Quantizations of starcoder2-15b-instruct
Using llama.cpp release b2354 for quantization.
Original model: https://huggingface.co/TechxGenus/starcoder2-15b-instruct
Download a file (not the whole branch) from below:
| Filename | Quant type | File Size | Description |
|---|---|---|---|
| starcoder2-15b-instruct-Q8_0.gguf | Q8_0 | 16.96GB | Extremely high quality, generally unneeded but max available quant. |
| starcoder2-15b-instruct-Q6_K.gguf | Q6_K | 13.10GB | Very high quality, near perfect, recommended. |
| starcoder2-15b-instruct-Q5_K_M.gguf | Q5_K_M | 11.43GB | High quality, very usable. |
| starcoder2-15b-instruct-Q5_K_S.gguf | Q5_K_S | 11.02GB | High quality, very usable. |
| starcoder2-15b-instruct-Q5_0.gguf | Q5_0 | 11.02GB | High quality, older format, generally not recommended. |
| starcoder2-15b-instruct-Q4_K_M.gguf | Q4_K_M | 9.86GB | Good quality, similar to 4.25 bpw. |
| starcoder2-15b-instruct-Q4_K_S.gguf | Q4_K_S | 9.25GB | Slightly lower quality with small space savings. |
| starcoder2-15b-instruct-Q4_0.gguf | Q4_0 | 9.06GB | Decent quality, older format, generally not recommended. |
| starcoder2-15b-instruct-Q3_K_L.gguf | Q3_K_L | 8.96GB | Lower quality but usable, good for low RAM availability. |
| starcoder2-15b-instruct-Q3_K_M.gguf | Q3_K_M | 8.10GB | Even lower quality. |
| starcoder2-15b-instruct-Q3_K_S.gguf | Q3_K_S | 6.98GB | Low quality, not recommended. |
| starcoder2-15b-instruct-Q2_K.gguf | Q2_K | 6.19GB | Extremely low quality, not recommended. |
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