mradermacher commited on
Commit
f50d021
1 Parent(s): 6bd8cdb

auto-patch README.md

Browse files
Files changed (1) hide show
  1. README.md +69 -0
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: -->
6
  static quants of https://huggingface.co/NousResearch/Llama-2-70b-hf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: NousResearch/Llama-2-70b-hf
3
+ extra_gated_button_content: Submit
4
+ extra_gated_fields:
5
+ ? I agree to share my name, email address and username with Meta and confirm that
6
+ I have already been granted download access on the Meta website
7
+ : checkbox
8
+ extra_gated_heading: Access Llama 2 on Hugging Face
9
+ language:
10
+ - en
11
+ library_name: transformers
12
+ quantized_by: mradermacher
13
+ tags:
14
+ - facebook
15
+ - meta
16
+ - pytorch
17
+ - llama
18
+ - llama-2
19
+ ---
20
+ ## About
21
+
22
  <!-- ### quantize_version: 2 -->
23
  <!-- ### output_tensor_quantised: 1 -->
24
  <!-- ### convert_type: hf -->
25
  <!-- ### vocab_type: -->
26
  <!-- ### tags: -->
27
  static quants of https://huggingface.co/NousResearch/Llama-2-70b-hf
28
+
29
+ <!-- provided-files -->
30
+ 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.
31
+ ## Usage
32
+
33
+ If you are unsure how to use GGUF files, refer to one of [TheBloke's
34
+ READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
35
+ more details, including on how to concatenate multi-part files.
36
+
37
+ ## Provided Quants
38
+
39
+ (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
40
+
41
+ | Link | Type | Size/GB | Notes |
42
+ |:-----|:-----|--------:|:------|
43
+ | [GGUF](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.Q2_K.gguf) | Q2_K | 25.6 | |
44
+ | [GGUF](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.IQ3_XS.gguf) | IQ3_XS | 28.4 | |
45
+ | [GGUF](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.IQ3_S.gguf) | IQ3_S | 30.0 | beats Q3_K* |
46
+ | [GGUF](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.Q3_K_S.gguf) | Q3_K_S | 30.0 | |
47
+ | [GGUF](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.IQ3_M.gguf) | IQ3_M | 31.0 | |
48
+ | [GGUF](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.Q3_K_M.gguf) | Q3_K_M | 33.4 | lower quality |
49
+ | [GGUF](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.Q3_K_L.gguf) | Q3_K_L | 36.2 | |
50
+ | [GGUF](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.Q4_K_S.gguf) | Q4_K_S | 39.3 | fast, recommended |
51
+ | [GGUF](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.Q4_K_M.gguf) | Q4_K_M | 41.5 | fast, recommended |
52
+ | [GGUF](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.Q5_K_S.gguf) | Q5_K_S | 47.6 | |
53
+ | [PART 1](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.Q6_K.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.Q6_K.gguf.part2of2) | Q6_K | 56.7 | very good quality |
54
+ | [PART 1](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.Q8_0.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Llama-2-70b-hf-GGUF/resolve/main/Llama-2-70b-hf.Q8_0.gguf.part2of2) | Q8_0 | 73.4 | fast, best quality |
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.
74
+
75
+ <!-- end -->