mradermacher commited on
Commit
9f901e8
·
verified ·
1 Parent(s): 85f9f11

auto-patch README.md

Browse files
Files changed (1) hide show
  1. README.md +11 -0
README.md CHANGED
@@ -31,17 +31,28 @@ more details, including on how to concatenate multi-part files.
31
 
32
  | Link | Type | Size/GB | Notes |
33
  |:-----|:-----|--------:|:------|
 
34
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ1_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ1_M.gguf.part2of2) | i1-IQ1_M | 93.6 | mostly desperate |
 
 
 
35
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_M.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_M.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_M.gguf.part3of3) | i1-IQ2_M | 136.8 | |
36
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K_S.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K_S.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K_S.gguf.part3of3) | i1-Q2_K_S | 137.9 | very low quality |
37
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K.gguf.part4of4) | i1-Q2_K | 149.4 | IQ3_XXS probably better |
38
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_XXS.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_XXS.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_XXS.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_XXS.gguf.part4of4) | i1-IQ3_XXS | 155.9 | lower quality |
 
39
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_S.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_S.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_S.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_S.gguf.part4of4) | i1-Q3_K_S | 175.3 | IQ3_XS probably better |
 
40
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_M.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_M.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_M.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_M.gguf.part4of4) | i1-IQ3_M | 181.8 | |
41
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_M.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_M.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_M.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_M.gguf.part4of4) | i1-Q3_K_M | 195.5 | IQ3_S probably better |
 
42
  | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ4_XS.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ4_XS.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ4_XS.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ4_XS.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ4_XS.gguf.part5of5) | i1-IQ4_XS | 216.7 | |
 
43
  | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_S.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_S.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_S.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_S.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_S.gguf.part5of5) | i1-Q4_K_S | 230.6 | optimal size/speed/quality |
44
  | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_M.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_M.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_M.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_M.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_M.gguf.part5of5) | i1-Q4_K_M | 243.2 | fast, recommended |
 
 
 
45
  | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part1of7) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part2of7) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part3of7) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part4of7) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part5of7) [P6](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part6of7) [P7](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part7of7) | i1-Q6_K | 333.0 | practically like static Q6_K |
46
 
47
  Here is a handy graph by ikawrakow comparing some lower-quality quant
 
31
 
32
  | Link | Type | Size/GB | Notes |
33
  |:-----|:-----|--------:|:------|
34
+ | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ1_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ1_S.gguf.part2of2) | i1-IQ1_S | 85.3 | for the desperate |
35
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ1_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ1_M.gguf.part2of2) | i1-IQ1_M | 93.6 | mostly desperate |
36
+ | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_XXS.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_XXS.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_XXS.gguf.part3of3) | i1-IQ2_XXS | 107.4 | |
37
+ | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_XS.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_XS.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_XS.gguf.part3of3) | i1-IQ2_XS | 119.4 | |
38
+ | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_S.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_S.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_S.gguf.part3of3) | i1-IQ2_S | 125.7 | |
39
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_M.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_M.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ2_M.gguf.part3of3) | i1-IQ2_M | 136.8 | |
40
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K_S.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K_S.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K_S.gguf.part3of3) | i1-Q2_K_S | 137.9 | very low quality |
41
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q2_K.gguf.part4of4) | i1-Q2_K | 149.4 | IQ3_XXS probably better |
42
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_XXS.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_XXS.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_XXS.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_XXS.gguf.part4of4) | i1-IQ3_XXS | 155.9 | lower quality |
43
+ | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_XS.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_XS.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_XS.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_XS.gguf.part4of4) | i1-IQ3_XS | 166.2 | |
44
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_S.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_S.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_S.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_S.gguf.part4of4) | i1-Q3_K_S | 175.3 | IQ3_XS probably better |
45
+ | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_S.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_S.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_S.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_S.gguf.part4of4) | i1-IQ3_S | 175.6 | beats Q3_K* |
46
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_M.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_M.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_M.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ3_M.gguf.part4of4) | i1-IQ3_M | 181.8 | |
47
  | [PART 1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_M.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_M.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_M.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_M.gguf.part4of4) | i1-Q3_K_M | 195.5 | IQ3_S probably better |
48
+ | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_L.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_L.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_L.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_L.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q3_K_L.gguf.part5of5) | i1-Q3_K_L | 212.9 | IQ3_M probably better |
49
  | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ4_XS.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ4_XS.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ4_XS.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ4_XS.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-IQ4_XS.gguf.part5of5) | i1-IQ4_XS | 216.7 | |
50
+ | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_0.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_0.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_0.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_0.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_0.gguf.part5of5) | i1-Q4_0 | 229.8 | fast, low quality |
51
  | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_S.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_S.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_S.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_S.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_S.gguf.part5of5) | i1-Q4_K_S | 230.6 | optimal size/speed/quality |
52
  | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_M.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_M.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_M.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_M.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_K_M.gguf.part5of5) | i1-Q4_K_M | 243.2 | fast, recommended |
53
+ | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_1.gguf.part1of6) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_1.gguf.part2of6) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_1.gguf.part3of6) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_1.gguf.part4of6) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_1.gguf.part5of6) [P6](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q4_1.gguf.part6of6) | i1-Q4_1 | 254.2 | |
54
+ | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q5_K_S.gguf.part1of6) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q5_K_S.gguf.part2of6) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q5_K_S.gguf.part3of6) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q5_K_S.gguf.part4of6) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q5_K_S.gguf.part5of6) [P6](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q5_K_S.gguf.part6of6) | i1-Q5_K_S | 279.4 | |
55
+ | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q5_K_M.gguf.part1of6) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q5_K_M.gguf.part2of6) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q5_K_M.gguf.part3of6) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q5_K_M.gguf.part4of6) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q5_K_M.gguf.part5of6) [P6](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q5_K_M.gguf.part6of6) | i1-Q5_K_M | 286.7 | |
56
  | [P1](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part1of7) [P2](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part2of7) [P3](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part3of7) [P4](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part4of7) [P5](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part5of7) [P6](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part6of7) [P7](https://huggingface.co/mradermacher/Llama-3.1-Tulu-3-405B-i1-GGUF/resolve/main/Llama-3.1-Tulu-3-405B.i1-Q6_K.gguf.part7of7) | i1-Q6_K | 333.0 | practically like static Q6_K |
57
 
58
  Here is a handy graph by ikawrakow comparing some lower-quality quant