mradermacher
commited on
Commit
•
7aeab58
1
Parent(s):
3e19fc2
auto-patch README.md
Browse files
README.md
CHANGED
@@ -1,6 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
<!-- ### quantize_version: 2 -->
|
2 |
<!-- ### output_tensor_quantised: 1 -->
|
3 |
<!-- ### convert_type: hf -->
|
4 |
<!-- ### vocab_type: -->
|
5 |
<!-- ### tags: nicoboss -->
|
6 |
weighted/imatrix quants of https://huggingface.co/MarinaraSpaghetti/NemoMix-Unleashed-12B
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
base_model: MarinaraSpaghetti/NemoMix-Unleashed-12B
|
3 |
+
language:
|
4 |
+
- en
|
5 |
+
library_name: transformers
|
6 |
+
quantized_by: mradermacher
|
7 |
+
tags:
|
8 |
+
- mergekit
|
9 |
+
- merge
|
10 |
+
---
|
11 |
+
## About
|
12 |
+
|
13 |
<!-- ### quantize_version: 2 -->
|
14 |
<!-- ### output_tensor_quantised: 1 -->
|
15 |
<!-- ### convert_type: hf -->
|
16 |
<!-- ### vocab_type: -->
|
17 |
<!-- ### tags: nicoboss -->
|
18 |
weighted/imatrix quants of https://huggingface.co/MarinaraSpaghetti/NemoMix-Unleashed-12B
|
19 |
+
|
20 |
+
<!-- provided-files -->
|
21 |
+
static quants are available at https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-GGUF
|
22 |
+
## Usage
|
23 |
+
|
24 |
+
If you are unsure how to use GGUF files, refer to one of [TheBloke's
|
25 |
+
READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
|
26 |
+
more details, including on how to concatenate multi-part files.
|
27 |
+
|
28 |
+
## Provided Quants
|
29 |
+
|
30 |
+
(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
|
31 |
+
|
32 |
+
| Link | Type | Size/GB | Notes |
|
33 |
+
|:-----|:-----|--------:|:------|
|
34 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-IQ1_S.gguf) | i1-IQ1_S | 3.1 | for the desperate |
|
35 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-IQ1_M.gguf) | i1-IQ1_M | 3.3 | mostly desperate |
|
36 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.7 | |
|
37 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.0 | |
|
38 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-IQ2_S.gguf) | i1-IQ2_S | 4.2 | |
|
39 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-IQ2_M.gguf) | i1-IQ2_M | 4.5 | |
|
40 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-Q2_K.gguf) | i1-Q2_K | 4.9 | IQ3_XXS probably better |
|
41 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.0 | lower quality |
|
42 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.4 | |
|
43 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.6 | IQ3_XS probably better |
|
44 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-IQ3_S.gguf) | i1-IQ3_S | 5.7 | beats Q3_K* |
|
45 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-IQ3_M.gguf) | i1-IQ3_M | 5.8 | |
|
46 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.2 | IQ3_S probably better |
|
47 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 6.7 | IQ3_M probably better |
|
48 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 6.8 | |
|
49 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-Q4_0.gguf) | i1-Q4_0 | 7.2 | fast, low quality |
|
50 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.2 | optimal size/speed/quality |
|
51 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 7.6 | fast, recommended |
|
52 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 8.6 | |
|
53 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 8.8 | |
|
54 |
+
| [GGUF](https://huggingface.co/mradermacher/NemoMix-Unleashed-12B-i1-GGUF/resolve/main/NemoMix-Unleashed-12B.i1-Q6_K.gguf) | i1-Q6_K | 10.2 | practically like static Q6_K |
|
55 |
+
|
56 |
+
Here is a handy graph by ikawrakow comparing some lower-quality quant
|
57 |
+
types (lower is better):
|
58 |
+
|
59 |
+
![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)
|
60 |
+
|
61 |
+
And here are Artefact2's thoughts on the matter:
|
62 |
+
https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
|
63 |
+
|
64 |
+
## FAQ / Model Request
|
65 |
+
|
66 |
+
See https://huggingface.co/mradermacher/model_requests for some answers to
|
67 |
+
questions you might have and/or if you want some other model quantized.
|
68 |
+
|
69 |
+
## Thanks
|
70 |
+
|
71 |
+
I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
|
72 |
+
me use its servers and providing upgrades to my workstation to enable
|
73 |
+
this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
|
74 |
+
|
75 |
+
<!-- end -->
|