mradermacher commited on
Commit
59763cc
·
verified ·
1 Parent(s): c17131d

auto-patch README.md

Browse files
Files changed (1) hide show
  1. README.md +73 -0
README.md CHANGED
@@ -1,5 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  <!-- ### quantize_version: 1 -->
2
  <!-- ### output_tensor_quantised: 1 -->
3
  <!-- ### convert_type: -->
4
  <!-- ### vocab_type: -->
5
  static quants of https://huggingface.co/Vezora/Narwhal-7b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ exported_from: Vezora/Narwhal-7b
3
+ language:
4
+ - en
5
+ library_name: transformers
6
+ quantized_by: mradermacher
7
+ tags:
8
+ - llama
9
+ - orca
10
+ - stable
11
+ - stability
12
+ - bloke
13
+ - hf
14
+ - 7b
15
+ - 13b
16
+ - 34b
17
+ - 70b
18
+ - 22b
19
+ - 60b
20
+ - coding
21
+ - progaming
22
+ - logic
23
+ - deduction
24
+ ---
25
+ ## About
26
+
27
  <!-- ### quantize_version: 1 -->
28
  <!-- ### output_tensor_quantised: 1 -->
29
  <!-- ### convert_type: -->
30
  <!-- ### vocab_type: -->
31
  static quants of https://huggingface.co/Vezora/Narwhal-7b
32
+
33
+
34
+ <!-- provided-files -->
35
+ weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
36
+ ## Usage
37
+
38
+ If you are unsure how to use GGUF files, refer to one of [TheBloke's
39
+ READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
40
+ more details, including on how to concatenate multi-part files.
41
+
42
+ ## Provided Quants
43
+
44
+ (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
45
+
46
+ | Link | Type | Size/GB | Notes |
47
+ |:-----|:-----|--------:|:------|
48
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.Q2_K.gguf) | Q2_K | 2.6 | |
49
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.IQ3_XS.gguf) | IQ3_XS | 2.9 | |
50
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.IQ3_S.gguf) | IQ3_S | 3.0 | beats Q3_K* |
51
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.Q3_K_S.gguf) | Q3_K_S | 3.0 | |
52
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.IQ3_M.gguf) | IQ3_M | 3.2 | |
53
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.Q3_K_M.gguf) | Q3_K_M | 3.4 | lower quality |
54
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.Q3_K_L.gguf) | Q3_K_L | 3.7 | |
55
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.IQ4_XS.gguf) | IQ4_XS | 3.7 | |
56
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended |
57
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.Q4_K_M.gguf) | Q4_K_M | 4.2 | fast, recommended |
58
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.Q5_K_S.gguf) | Q5_K_S | 4.8 | |
59
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.Q5_K_M.gguf) | Q5_K_M | 4.9 | |
60
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.Q6_K.gguf) | Q6_K | 5.6 | very good quality |
61
+ | [GGUF](https://huggingface.co/mradermacher/Narwhal-7b-GGUF/resolve/main/Narwhal-7b.Q8_0.gguf) | Q8_0 | 7.3 | fast, best quality |
62
+
63
+
64
+ Here is a handy graph by ikawrakow comparing some lower-quality quant
65
+ types (lower is better):
66
+
67
+ ![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)
68
+
69
+ And here are Artefact2's thoughts on the matter:
70
+ https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
71
+
72
+ ## Thanks
73
+
74
+ I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
75
+ me use its servers and providing upgrades to my workstation to enable
76
+ this work in my free time.
77
+
78
+ <!-- end -->