second-state/StarCoder2-15B-GGUF

Model

StarCoder2-15B-GGUF

32

5 commits

1 linked in READMEs

updated Mar 20, 2024

See the code

README


StarCoder2-15B-GGUF

Original Model

bigcode/starcoder2-15b

Run with LlamaEdge

  • LlamaEdge version: coming soon

  • Context size: 6144

Quantized GGUF Models

NameQuant methodBitsSizeUse case
starcoder2-15b-Q2_K.ggufQ2_K26.19 GBsmallest, significant quality loss - not recommended for most purposes
starcoder2-15b-Q3_K_L.ggufQ3_K_L38.97 GBsmall, substantial quality loss
starcoder2-15b-Q3_K_M.ggufQ3_K_M38.1 GBvery small, high quality loss
starcoder2-15b-Q3_K_S.ggufQ3_K_S36.99 GBvery small, high quality loss
starcoder2-15b-Q4_0.ggufQ4_049.07 GBlegacy; small, very high quality loss - prefer using Q3_K_M
starcoder2-15b-Q4_K_M.ggufQ4_K_M49.86 GBmedium, balanced quality - recommended
starcoder2-15b-Q4_K_S.ggufQ4_K_S49.26 GBsmall, greater quality loss
starcoder2-15b-Q5_0.ggufQ5_0511 GBlegacy; medium, balanced quality - prefer using Q4_K_M
starcoder2-15b-Q5_K_M.ggufQ5_K_M511.4 GBlarge, very low quality loss - recommended
starcoder2-15b-Q5_K_S.ggufQ5_K_S511 GBlarge, low quality loss - recommended
starcoder2-15b-Q6_K.ggufQ6_K613.1 GBvery large, extremely low quality loss
starcoder2-15b-Q8_0.ggufQ8_0817 GBvery large, extremely low quality loss - not recommended

Quantized with llama.cpp b2308

code
gguf
starcoder2
text-generation
transformers

second-state/StarCoder2-15B-GGUF

Model

StarCoder2-15B-GGUF

32

5 commits

1 linked in READMEs

updated Mar 20, 2024

See the code

README


StarCoder2-15B-GGUF

Original Model

bigcode/starcoder2-15b

Run with LlamaEdge

  • LlamaEdge version: coming soon

  • Context size: 6144

Quantized GGUF Models

NameQuant methodBitsSizeUse case
starcoder2-15b-Q2_K.ggufQ2_K26.19 GBsmallest, significant quality loss - not recommended for most purposes
starcoder2-15b-Q3_K_L.ggufQ3_K_L38.97 GBsmall, substantial quality loss
starcoder2-15b-Q3_K_M.ggufQ3_K_M38.1 GBvery small, high quality loss
starcoder2-15b-Q3_K_S.ggufQ3_K_S36.99 GBvery small, high quality loss
starcoder2-15b-Q4_0.ggufQ4_049.07 GBlegacy; small, very high quality loss - prefer using Q3_K_M
starcoder2-15b-Q4_K_M.ggufQ4_K_M49.86 GBmedium, balanced quality - recommended
starcoder2-15b-Q4_K_S.ggufQ4_K_S49.26 GBsmall, greater quality loss
starcoder2-15b-Q5_0.ggufQ5_0511 GBlegacy; medium, balanced quality - prefer using Q4_K_M
starcoder2-15b-Q5_K_M.ggufQ5_K_M511.4 GBlarge, very low quality loss - recommended
starcoder2-15b-Q5_K_S.ggufQ5_K_S511 GBlarge, low quality loss - recommended
starcoder2-15b-Q6_K.ggufQ6_K613.1 GBvery large, extremely low quality loss
starcoder2-15b-Q8_0.ggufQ8_0817 GBvery large, extremely low quality loss - not recommended

Quantized with llama.cpp b2308

code
gguf
starcoder2
text-generation
transformers