second-state/StarCoder2-3B-GGUF

Model

StarCoder2-3B-GGUF

20

6 commits

3 repos using this model

1 linked in READMEs

updated Mar 20, 2024

See the code

README


StarCoder2-3B-GGUF

Original Model

bigcode/starcoder2-3b

Run with LlamaEdge

  • LlamaEdge version: coming soon

  • Context size: 3072

Quantized GGUF Models

NameQuant methodBitsSizeUse case
starcoder2-3b-Q2_K.ggufQ2_K21.15 GBsmallest, significant quality loss - not recommended for most purposes
starcoder2-3b-Q3_K_L.ggufQ3_K_L31.68 GBsmall, substantial quality loss
starcoder2-3b-Q3_K_M.ggufQ3_K_M31.51 GBvery small, high quality loss
starcoder2-3b-Q3_K_S.ggufQ3_K_S31.31 GBvery small, high quality loss
starcoder2-3b-Q4_0.ggufQ4_041.71 GBlegacy; small, very high quality loss - prefer using Q3_K_M
starcoder2-3b-Q4_K_M.ggufQ4_K_M41.85 GBmedium, balanced quality - recommended
starcoder2-3b-Q4_K_S.ggufQ4_K_S41.74 GBsmall, greater quality loss
starcoder2-3b-Q5_0.ggufQ5_052.09 GBlegacy; medium, balanced quality - prefer using Q4_K_M
starcoder2-3b-Q5_K_M.ggufQ5_K_M52.16 GBlarge, very low quality loss - recommended
starcoder2-3b-Q5_K_S.ggufQ5_K_S52.09 GBlarge, low quality loss - recommended
starcoder2-3b-Q6_K.ggufQ6_K62.49 GBvery large, extremely low quality loss
starcoder2-3b-Q8_0.ggufQ8_083.22 GBvery large, extremely low quality loss - not recommended

Quantized with llama.cpp b2308

code
gguf
starcoder2
text-generation
transformers

second-state/StarCoder2-3B-GGUF

Model

StarCoder2-3B-GGUF

20

6 commits

3 repos using this model

1 linked in READMEs

updated Mar 20, 2024

See the code

README


StarCoder2-3B-GGUF

Original Model

bigcode/starcoder2-3b

Run with LlamaEdge

  • LlamaEdge version: coming soon

  • Context size: 3072

Quantized GGUF Models

NameQuant methodBitsSizeUse case
starcoder2-3b-Q2_K.ggufQ2_K21.15 GBsmallest, significant quality loss - not recommended for most purposes
starcoder2-3b-Q3_K_L.ggufQ3_K_L31.68 GBsmall, substantial quality loss
starcoder2-3b-Q3_K_M.ggufQ3_K_M31.51 GBvery small, high quality loss
starcoder2-3b-Q3_K_S.ggufQ3_K_S31.31 GBvery small, high quality loss
starcoder2-3b-Q4_0.ggufQ4_041.71 GBlegacy; small, very high quality loss - prefer using Q3_K_M
starcoder2-3b-Q4_K_M.ggufQ4_K_M41.85 GBmedium, balanced quality - recommended
starcoder2-3b-Q4_K_S.ggufQ4_K_S41.74 GBsmall, greater quality loss
starcoder2-3b-Q5_0.ggufQ5_052.09 GBlegacy; medium, balanced quality - prefer using Q4_K_M
starcoder2-3b-Q5_K_M.ggufQ5_K_M52.16 GBlarge, very low quality loss - recommended
starcoder2-3b-Q5_K_S.ggufQ5_K_S52.09 GBlarge, low quality loss - recommended
starcoder2-3b-Q6_K.ggufQ6_K62.49 GBvery large, extremely low quality loss
starcoder2-3b-Q8_0.ggufQ8_083.22 GBvery large, extremely low quality loss - not recommended

Quantized with llama.cpp b2308

code
gguf
starcoder2
text-generation
transformers