πŸ“‹ Model Description


tags:
  • gguf
  • llama3
  • iMat

llama3-42b-v0-iMat-GGUF

Quantized from fp32 with love. All credits to Charles Goddard for the original model.

  • Weighted quantizations were calculated using groupsmerged.txt with 105 chunks (recommended amount for this file) and nctx=512. Special thanks to jukofyork for sharing this process

For more information on the pruning technique utilized in this model: https://arxiv.org/abs/2403.17887

Brief rundown of iMatrix quant performance

All quants are verified working prior to uploading to repo for your safety and convenience.

Tip: Pick a size that can fit in your GPU while still allowing some room for context for best speed. You may need to pad this further depending on if you are running image gen or TTS as well.

FP16 model card can be found here

πŸ“‚ GGUF File List

πŸ“ Filename πŸ“¦ Size ⚑ Download
llama3-42b-v0-iMat-IQ1_M.gguf
LFS
9.76 GB Download
llama3-42b-v0-iMat-IQ2_M.gguf
LFS Q2
13.92 GB Download
llama3-42b-v0-iMat-IQ2_S.gguf
LFS Q2
12.87 GB Download
llama3-42b-v0-iMat-IQ2_XS.gguf
LFS Q2
12.21 GB Download
llama3-42b-v0-iMat-IQ2_XXS.gguf
LFS Q2
11.07 GB Download
llama3-42b-v0-iMat-IQ3_M.gguf
LFS Q3
18.29 GB Download
llama3-42b-v0-iMat-IQ3_S.gguf
LFS Q3
17.72 GB Download
llama3-42b-v0-iMat-IQ3_XS.gguf
LFS Q3
16.82 GB Download
llama3-42b-v0-iMat-IQ3_XXS.gguf
LFS Q3
15.74 GB Download
llama3-42b-v0-iMat-IQ4_XS.gguf
LFS Q4
21.71 GB Download
llama3-42b-v0-iMat-Q2_K.gguf
LFS Q2
15.14 GB Download
llama3-42b-v0-iMat-Q3_K_M.gguf
LFS Q3
19.6 GB Download
llama3-42b-v0-iMat-Q4_K_M.gguf
Recommended LFS Q4
24.28 GB Download
llama3-42b-v0-iMat-Q4_K_S.gguf
LFS Q4
23.05 GB Download
llama3-42b-v0-iMat-Q5_K_M.gguf
LFS Q5
28.51 GB Download
llama3-42b-v0-iMat-Q5_K_S.gguf
LFS Q5
27.78 GB Download
llama3-42b-v0-iMat-Q6_K.gguf
LFS Q6
32.99 GB Download
llama3-42b-v0-iMat-Q8_0.gguf
LFS Q8
42.73 GB Download