Files
koboldcpp/examples/quantize
Concedo 6dc01297f8 Merge branch 'master' into concedo_experimental
# Conflicts:
#	.devops/nix/package.nix
#	.github/workflows/build.yml
#	CMakeLists.txt
#	Makefile
#	README.md
#	flake.nix
#	llama.cpp
#	llama.h
#	tests/test-llama-grammar.cpp
2024-02-04 19:42:57 +08:00
..

quantize

TODO

Llama 2 7B

Quantization Bits per Weight (BPW)
Q2_K 3.35
Q3_K_S 3.50
Q3_K_M 3.91
Q3_K_L 4.27
Q4_K_S 4.58
Q4_K_M 4.84
Q5_K_S 5.52
Q5_K_M 5.68
Q6_K 6.56

Llama 2 13B

Quantization Bits per Weight (BPW)
Q2_K 3.34
Q3_K_S 3.48
Q3_K_M 3.89
Q3_K_L 4.26
Q4_K_S 4.56
Q4_K_M 4.83
Q5_K_S 5.51
Q5_K_M 5.67
Q6_K 6.56

Llama 2 70B

Quantization Bits per Weight (BPW)
Q2_K 3.40
Q3_K_S 3.47
Q3_K_M 3.85
Q3_K_L 4.19
Q4_K_S 4.53
Q4_K_M 4.80
Q5_K_S 5.50
Q5_K_M 5.65
Q6_K 6.56