π 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
π GGUF File List
| π Filename | π¦ Size | β‘ 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 |