StarCoder2-7B-GGUF

Original Model

Name	Quant method	Bits	Size	Use case
starcoder2-7b-Q2_K.gguf	Q2_K	2	2.72 GB	smallest, significant quality loss - not recommended for most purposes
starcoder2-7b-Q3_K_L.gguf	Q3_K_L	3	3.99 GB	small, substantial quality loss
starcoder2-7b-Q3_K_M.gguf	Q3_K_M	3	3.59 GB	very small, high quality loss
starcoder2-7b-Q3_K_S.gguf	Q3_K_S	3	3.09 GB	very small, high quality loss
starcoder2-7b-Q4_0.gguf	Q4_0	4	4.04 GB	legacy; small, very high quality loss - prefer using Q3_K_M
starcoder2-7b-Q4_K_M.gguf	Q4_K_M	4	4.4 GB	medium, balanced quality - recommended
starcoder2-7b-Q4_K_S.gguf	Q4_K_S	4	4.13 GB	small, greater quality loss
starcoder2-7b-Q5_0.gguf	Q5_0	5	4.94 GB	legacy; medium, balanced quality - prefer using Q4_K_M
starcoder2-7b-Q5_K_M.gguf	Q5_K_M	5	5.12 GB	large, very low quality loss - recommended
starcoder2-7b-Q5_K_S.gguf	Q5_K_S	5	4.94 GB	large, low quality loss - recommended
starcoder2-7b-Q6_K.gguf	Q6_K	6	5.89 GB	very large, extremely low quality loss
starcoder2-7b-Q8_0.gguf	Q8_0	8	7.63 GB	very large, extremely low quality loss - not recommended

Quantized with llama.cpp b2308